This document provides an overview of rehabilitation engineering and equipment. It discusses what rehabilitation is and examples of rehabilitation equipment like wheelchairs, prosthetics, and orthotics. The course outline covers sensors, motion capture equipment, assistive devices, and prosthetics. Sensors like gyroscopes, EMG sensors, and force sensors are explored. Motion capture using video cameras, infrared cameras, and depth sensors is examined. Virtual reality and its use in virtual rehabilitation is also summarized.
Handheld device motion tracking using MEMS gyros and accelerometeranusheel nahar
This document discusses using MEMS gyroscopes and accelerometers for motion tracking in gaming applications. It describes how gyroscopes measure angular velocity and accelerometers measure acceleration. Integration of gyroscope data causes drift over time, while accelerometer and magnetometer data can be fused to estimate orientation. The document proposes a method using a modified Kalman filter to fuse the sensor data and estimate orientation without boundless drift. Simulation results show the method accurately tracks motion while overcoming noise and drift issues better than a standard Kalman filter.
Sensors Data Processing for Innovative Swimming Tracking DeviceGlobalLogic Ukraine
This presentation is about the development of Instabeat, an innovative swimming tracker, it's sensors, horizon detection and swimming data analysis.
Presentation by Orest Hera (Senior Software Engineer, GlobalLogic, Lviv), delivered at GlobalLogic Lviv Mobile TechTalk, November 13, 2014.
More details -
http://www.globallogic.com.ua/press-releases/lviv-mobile-2014-coverage
The document discusses different types of sensors available on smartphones and how to access sensor data on iOS and Android platforms. It covers motion sensors like accelerometers and gyroscopes, environmental sensors like temperature and pressure sensors, and position sensors like magnetometers. It provides code examples of accessing the accelerometer sensor and using filters to isolate the force of gravity on iOS and Android. It also explains how to use the Android sensor framework to determine available sensors and get sensor events.
Transducers and sensors
Sensors in robotics
Tactile sensors
Proximity and range sensors
Miscellaneous sensors and sensor based system
Use of sensors in Robotics
Sensors in smartphones ( MEMS technology) Kamal Bhagat
sensors , sensors and actuators , mems sensors , new era of sensors , smartphone sensors , IR based sensor , Accelerometer , gyroscope sensor basics , world of sensors
This content is about Inertial Sensor Systems. An Inertial Measurement Unit, commonly known as an IMU, is an electronic device that measures and reports orientation, velocity, and gravitational forces through the use of accelerometers and gyroscopes and often magnetometers.
Inertial sensors measure and report a body's specific force, angular rate, and sometimes the magnetic field surrounding the body using a combination of accelerometers, gyroscopes, and sometimes magnetometers. Accelerometers measure the rate of change of velocity. Gyroscopes measure orientation and angular velocity. Magnetometers detect the magnetic field around the body and find north direction. Inertial sensors are used in inertial navigation systems for military and aircraft and in applications like smartphones for screen orientation and games. They face challenges from accumulated error over time and limitations of MEMS components.
IRJET- Study of Audible Identification Alert System for Rash DrivingIRJET Journal
This document describes a proposed audible identification alert system for vehicles driving at high speeds. The system would use a speed sensor to detect vehicle speed and a microcontroller to determine if the speed exceeds a predefined limit. If the limit is exceeded, a buzzer would activate to warn the driver. The document outlines the components that would be required, including a speed sensor, modulator, manipulator, microcontroller and buzzer. It provides details on how each component works and diagrams of the overall system setup. The goal of the system is to reduce accidents caused by reckless or high-speed driving by alerting drivers when their speed is unsafe.
Handheld device motion tracking using MEMS gyros and accelerometeranusheel nahar
This document discusses using MEMS gyroscopes and accelerometers for motion tracking in gaming applications. It describes how gyroscopes measure angular velocity and accelerometers measure acceleration. Integration of gyroscope data causes drift over time, while accelerometer and magnetometer data can be fused to estimate orientation. The document proposes a method using a modified Kalman filter to fuse the sensor data and estimate orientation without boundless drift. Simulation results show the method accurately tracks motion while overcoming noise and drift issues better than a standard Kalman filter.
Sensors Data Processing for Innovative Swimming Tracking DeviceGlobalLogic Ukraine
This presentation is about the development of Instabeat, an innovative swimming tracker, it's sensors, horizon detection and swimming data analysis.
Presentation by Orest Hera (Senior Software Engineer, GlobalLogic, Lviv), delivered at GlobalLogic Lviv Mobile TechTalk, November 13, 2014.
More details -
http://www.globallogic.com.ua/press-releases/lviv-mobile-2014-coverage
The document discusses different types of sensors available on smartphones and how to access sensor data on iOS and Android platforms. It covers motion sensors like accelerometers and gyroscopes, environmental sensors like temperature and pressure sensors, and position sensors like magnetometers. It provides code examples of accessing the accelerometer sensor and using filters to isolate the force of gravity on iOS and Android. It also explains how to use the Android sensor framework to determine available sensors and get sensor events.
Transducers and sensors
Sensors in robotics
Tactile sensors
Proximity and range sensors
Miscellaneous sensors and sensor based system
Use of sensors in Robotics
Sensors in smartphones ( MEMS technology) Kamal Bhagat
sensors , sensors and actuators , mems sensors , new era of sensors , smartphone sensors , IR based sensor , Accelerometer , gyroscope sensor basics , world of sensors
This content is about Inertial Sensor Systems. An Inertial Measurement Unit, commonly known as an IMU, is an electronic device that measures and reports orientation, velocity, and gravitational forces through the use of accelerometers and gyroscopes and often magnetometers.
Inertial sensors measure and report a body's specific force, angular rate, and sometimes the magnetic field surrounding the body using a combination of accelerometers, gyroscopes, and sometimes magnetometers. Accelerometers measure the rate of change of velocity. Gyroscopes measure orientation and angular velocity. Magnetometers detect the magnetic field around the body and find north direction. Inertial sensors are used in inertial navigation systems for military and aircraft and in applications like smartphones for screen orientation and games. They face challenges from accumulated error over time and limitations of MEMS components.
IRJET- Study of Audible Identification Alert System for Rash DrivingIRJET Journal
This document describes a proposed audible identification alert system for vehicles driving at high speeds. The system would use a speed sensor to detect vehicle speed and a microcontroller to determine if the speed exceeds a predefined limit. If the limit is exceeded, a buzzer would activate to warn the driver. The document outlines the components that would be required, including a speed sensor, modulator, manipulator, microcontroller and buzzer. It provides details on how each component works and diagrams of the overall system setup. The goal of the system is to reduce accidents caused by reckless or high-speed driving by alerting drivers when their speed is unsafe.
Thermal imaging technology in power drone inspectiAlbert2019
In the daily UAV power inspection, refinement inspection and troubleshooting, infrared thermal imaging have become an indispensable and important method.
An accelerometer is a device that measures acceleration forces, either static like gravity or dynamic caused by movement. It works by measuring the displacement of a spring-loaded mass. Accelerometers are used in many applications including tilt sensing, movement detection, freefall detection, car crash detection, medical devices, navigation, and more. There are 2-axis and 3-axis accelerometers, with the 2-axis Memsic 2125 measuring acceleration on two axes and the 3-axis MMA7260 measuring on three axes with selectable sensitivity ranges. An accelerometer's output can be read to detect changes in acceleration on each axis.
Indoor localisation and dead reckoning using Sensor Tag™ BLE.Abhishek Madav
The mobile application uses readings of the Accelerometer and Gyroscope from the Sensor Tag to describe details of motion in a planar mode. The project has been implemented as a part of the EECS 221 coursework at University of California, Irvine.
Gesture Controlled Wheelchair With StretcherIRJET Journal
This document describes a gesture controlled wheelchair with stretcher functionality. It discusses:
1. The need for such a device to help disabled patients and caregivers by allowing independent mobility and easy transfer between a wheelchair and stretcher.
2. The design of the device which uses MEMS sensors and wireless control to detect hand gestures and control the wheelchair's movement and conversion to a stretcher.
3. The potential applications in hospitals and for home use by paralyzed individuals.
The document describes an automated innovative wheelchair that is controlled by the neck position of the user. It uses infrared LEDs and photosensors to detect neck movement and generate control signals. The signals are encoded and transmitted to a receiver section that controls the wheelchair motors. This system allows quadriplegic patients and others unable to use their hands or voice to control a wheelchair through simple neck movements. It provides an affordable alternative to existing wheelchairs controlled by joysticks, eye tracking, voice, or other methods.
Medical thermography uses infrared cameras to detect differences in surface temperature that can help diagnose medical conditions. It is non-invasive and non-contact. The camera detects infrared radiation emitted from the body and creates images showing temperature variations. Areas of higher or lower temperature compared to surrounding tissues may indicate problems like breast cancer, blood vessel diseases, or nerve and muscle issues. Thermography provides visual and digital images for analysis and can scan large areas quickly to help identify potential health problems for further examination.
A prosthetic limb managed by sensors-based electronic system: Experimental re...journalBEEI
This document describes the development and testing of a prosthetic hand managed by sensors and an electronic system. The prosthetic hand is equipped with sensors to detect myoelectric signals and allow hand movements. An armband detects EMG signals and sends the data wirelessly to a control board to drive actuators for hand and wrist movements. A touchscreen provides feedback on hand functioning and sensors data. The system was tested on subjects, demonstrating high accuracy in recognizing hand gestures from EMG signals.
The Osmium MIMU4444, with 32 IMUs, is a massive inertial sensory array module with two mirrored 4x4 square IMU arrays. MIMU4444 is an ideal platform for carrying out research in motion sensing by using Sensor Fusion and Array Signal Processing methods. MIMU4444 is an easy to use and highly configurable hardware platform, serves the needs for niche applications, such as gait analysis, 3D motion capture, Structure from Motion (SfM) etc.
IRJET- Low – Cost Human Hand Prosthetic using EMG Signal with the Help of Mic...IRJET Journal
The document describes a study on developing a low-cost human hand prosthetic using EMG signals and an Arduino microcontroller. EMG signals from the user's residual limb muscles are measured using surface electrodes and processed to control servo motors in the prosthetic. The prosthetic was designed and built using inexpensive aluminum pipes and 3D printed parts. Initial tests controlling a single servo motor were successful, but integrating the EMG sensors with the Arduino platform posed challenges. Future work could focus on improving dexterity and reducing weight through optimized designs and materials like carbon fiber. The overall aim is to create a more affordable prosthetic option.
Introduction to Micro Sensors and Transducers. Application of MEMS in industries and their basic architecture. MEMS accelerometer and gyroscope explored a bit i.e. their structures and their applications.
This document describes an event data recorder (EDR) system for automobiles. The EDR would record vehicle data during and after an accident using sensors like accelerometers and gyroscopes. If an accident is detected, it would send an alert message with the vehicle's location to pre-stored contacts. This would help provide faster medical assistance. The proposed low-cost EDR system aims to record important vehicle parameters without being too expensive to implement in all vehicles like a traditional "black box". It could help determine the causes of accidents and assist insurance companies and police investigations.
Use of mems based motion sensors in embeddedPallav Jha
This document discusses MEMS-based motion sensors and their use in mobile applications. It describes that MEMS sensors like gyroscopes and accelerometers can be used to determine the precise position and orientation of mobile devices in 3D space. Gyroscopes detect angular rotation using the Coriolis effect. Accelerometers measure acceleration using capacitive plates. When combined, gyroscopes and accelerometers provide 6 degrees of freedom motion tracking through an inertial measurement unit. The document outlines the operating principles, components, and performance parameters of MEMS gyroscopes and accelerometers.
The document discusses thermal imaging and how thermal imaging systems work. It provides background on thermal imaging, noting that thermal imaging systems produce imagery using infrared sensors rather than visible light. It describes the history of early thermal imaging sensors which used infrared film cameras and specialized lens materials. It then explains the basic process by which current thermal imaging systems function, including how an infrared lens focuses light onto an array of infrared detector elements which create a thermogram that is processed into data and displayed as a thermal image showing variations in infrared emissions. Examples are given of quantum well imaging photodetectors and a 2048 x 2048 pixel midwave band thermal imaging array.
The document discusses the accelerometer and gyroscope sensors found in smartphones and their uses. The accelerometer measures device orientation and gravity while the gyroscope detects rotation along three axes. Together, they provide precise six-axis motion sensing by combining the three axes of each. This detailed motion data is used for camera image stabilization, gaming input, navigation apps, and general user interface interaction.
Solar panel monitoring solution using IoT-Faststream TechnologiesSudipta Maity
Faststream Technologies offers an automated IOT based solar panel monitoring/troubleshooting system that allows for automated solar panel monitoring from anywhere over the internet. As part of our solution, we make use of several IoT gateways suitable for different needs, based on SoCs like STM32, ESP32, ublox, CC3200, SiliconLabs, to monitor the solar panel parameters, in turn, providing Solar Plant Insights.
Our system constantly monitors the solar panel and transmits various parameters to the Cloud over the IoT system. Here we make use of the IoT platform to transmit solar power parameters to Amazon/ Azure cloud /IOT server via the gateway (over WiFi and Ethernet). A powerful web interface allows viewing of data in meaningful formats, enabling users to make decisions.
Evaluation of dynamics | Gyroscope, Accelerometer, Inertia Measuring Unit and...Robo India
Robo India presents theory and working principles of Inertia Measuring unit (IMU), gyroscope, accelerometer and Kalman Filter. It is an important controlling part of unmanned Arial vehicles (UAV)
We have named it as evaluation of dynamics.
We welcome all of your views and queries, we are found at-
website: http://roboindia.com
mail- info@roboindia.com
This document describes a system that uses MEMS sensors to recognize hand gestures and control the movement of a wheelchair. The system consists of a MEMS accelerometer, microcontroller, RF transmission module. Hand gestures are detected by the accelerometer and transmitted to a computer via the microcontroller and wireless module. The microcontroller recognizes specific patterns from the sensor data and controls a wheelchair's motors accordingly, allowing users to steer the wheelchair with their hands. The system achieves over 98% accuracy in recognizing handwritten digits and gestures. It aims to help physically disabled users navigate within homes using only hand motions.
Prosthetic hand using Artificial Neural NetworkSreenath S
Real Time Moving Prosthetic.
It's an innovative technology,improvising the prosthetic field with the application of Artificial Neural Network technology.Unlike anyother prosthetic hand, this has a Real Time data accquisition system which varies the data set according to the input signal.This is customisable to any amputee. The hardware was developed by simple and easily available materials.We have come up with a new technology in the prosthetic field.
This document is a term project report submitted by students Berk KÖTEŞLİ, Göksenin ÖZKAN, and Salih GÜVEN for their ME 403 Instrumentation and Experiment Design course at Yeditepe University in Istanbul, Turkey. It details the design, construction, and testing of an air conditioning measurement device to measure temperature, pressure, velocity, and mass flow rate of air across a heating coil and cooling coil of an air handling unit. The device uses LM35 temperature sensors, a BMP180 pressure sensor, a TCRT5000 proximity sensor with a weathervane, an Arduino Uno microcontroller, and an LCD screen. Calibration procedures and uncertainty analysis were also
Unit III - Solved Question Bank- Robotics Engineering -Sanjay Singh
This Question Bank for Robotics Engineering is only for academic purpose and not for any commercial use. Students of Anna University and other Universities can use it for reference and knowledge.
This document discusses acceleration and velocity sensors. It describes four main types of acceleration sensors: piezoelectric, piezoresistive, capacitive, and servo. It also explains four types of velocity sensors: magnetic, optical, piezoelectric, and GPS sensors. The document outlines the working principles, components, and applications of these different sensor types for measuring acceleration and velocity.
This document discusses electrogoniometers, which are devices that measure joint angles through electrical signals. It outlines the background, definition, types, uses, advantages, and reliability of electrogoniometers. The main types are optoelectronic systems, potentiometers, and strain gauges. Electrogoniometers are useful for rehabilitation by precisely measuring joint angles to identify impairments, but they can be bulky and interfere with natural movement. While easy to use, their accuracy is less than other movement measurement systems.
Thermal imaging technology in power drone inspectiAlbert2019
In the daily UAV power inspection, refinement inspection and troubleshooting, infrared thermal imaging have become an indispensable and important method.
An accelerometer is a device that measures acceleration forces, either static like gravity or dynamic caused by movement. It works by measuring the displacement of a spring-loaded mass. Accelerometers are used in many applications including tilt sensing, movement detection, freefall detection, car crash detection, medical devices, navigation, and more. There are 2-axis and 3-axis accelerometers, with the 2-axis Memsic 2125 measuring acceleration on two axes and the 3-axis MMA7260 measuring on three axes with selectable sensitivity ranges. An accelerometer's output can be read to detect changes in acceleration on each axis.
Indoor localisation and dead reckoning using Sensor Tag™ BLE.Abhishek Madav
The mobile application uses readings of the Accelerometer and Gyroscope from the Sensor Tag to describe details of motion in a planar mode. The project has been implemented as a part of the EECS 221 coursework at University of California, Irvine.
Gesture Controlled Wheelchair With StretcherIRJET Journal
This document describes a gesture controlled wheelchair with stretcher functionality. It discusses:
1. The need for such a device to help disabled patients and caregivers by allowing independent mobility and easy transfer between a wheelchair and stretcher.
2. The design of the device which uses MEMS sensors and wireless control to detect hand gestures and control the wheelchair's movement and conversion to a stretcher.
3. The potential applications in hospitals and for home use by paralyzed individuals.
The document describes an automated innovative wheelchair that is controlled by the neck position of the user. It uses infrared LEDs and photosensors to detect neck movement and generate control signals. The signals are encoded and transmitted to a receiver section that controls the wheelchair motors. This system allows quadriplegic patients and others unable to use their hands or voice to control a wheelchair through simple neck movements. It provides an affordable alternative to existing wheelchairs controlled by joysticks, eye tracking, voice, or other methods.
Medical thermography uses infrared cameras to detect differences in surface temperature that can help diagnose medical conditions. It is non-invasive and non-contact. The camera detects infrared radiation emitted from the body and creates images showing temperature variations. Areas of higher or lower temperature compared to surrounding tissues may indicate problems like breast cancer, blood vessel diseases, or nerve and muscle issues. Thermography provides visual and digital images for analysis and can scan large areas quickly to help identify potential health problems for further examination.
A prosthetic limb managed by sensors-based electronic system: Experimental re...journalBEEI
This document describes the development and testing of a prosthetic hand managed by sensors and an electronic system. The prosthetic hand is equipped with sensors to detect myoelectric signals and allow hand movements. An armband detects EMG signals and sends the data wirelessly to a control board to drive actuators for hand and wrist movements. A touchscreen provides feedback on hand functioning and sensors data. The system was tested on subjects, demonstrating high accuracy in recognizing hand gestures from EMG signals.
The Osmium MIMU4444, with 32 IMUs, is a massive inertial sensory array module with two mirrored 4x4 square IMU arrays. MIMU4444 is an ideal platform for carrying out research in motion sensing by using Sensor Fusion and Array Signal Processing methods. MIMU4444 is an easy to use and highly configurable hardware platform, serves the needs for niche applications, such as gait analysis, 3D motion capture, Structure from Motion (SfM) etc.
IRJET- Low – Cost Human Hand Prosthetic using EMG Signal with the Help of Mic...IRJET Journal
The document describes a study on developing a low-cost human hand prosthetic using EMG signals and an Arduino microcontroller. EMG signals from the user's residual limb muscles are measured using surface electrodes and processed to control servo motors in the prosthetic. The prosthetic was designed and built using inexpensive aluminum pipes and 3D printed parts. Initial tests controlling a single servo motor were successful, but integrating the EMG sensors with the Arduino platform posed challenges. Future work could focus on improving dexterity and reducing weight through optimized designs and materials like carbon fiber. The overall aim is to create a more affordable prosthetic option.
Introduction to Micro Sensors and Transducers. Application of MEMS in industries and their basic architecture. MEMS accelerometer and gyroscope explored a bit i.e. their structures and their applications.
This document describes an event data recorder (EDR) system for automobiles. The EDR would record vehicle data during and after an accident using sensors like accelerometers and gyroscopes. If an accident is detected, it would send an alert message with the vehicle's location to pre-stored contacts. This would help provide faster medical assistance. The proposed low-cost EDR system aims to record important vehicle parameters without being too expensive to implement in all vehicles like a traditional "black box". It could help determine the causes of accidents and assist insurance companies and police investigations.
Use of mems based motion sensors in embeddedPallav Jha
This document discusses MEMS-based motion sensors and their use in mobile applications. It describes that MEMS sensors like gyroscopes and accelerometers can be used to determine the precise position and orientation of mobile devices in 3D space. Gyroscopes detect angular rotation using the Coriolis effect. Accelerometers measure acceleration using capacitive plates. When combined, gyroscopes and accelerometers provide 6 degrees of freedom motion tracking through an inertial measurement unit. The document outlines the operating principles, components, and performance parameters of MEMS gyroscopes and accelerometers.
The document discusses thermal imaging and how thermal imaging systems work. It provides background on thermal imaging, noting that thermal imaging systems produce imagery using infrared sensors rather than visible light. It describes the history of early thermal imaging sensors which used infrared film cameras and specialized lens materials. It then explains the basic process by which current thermal imaging systems function, including how an infrared lens focuses light onto an array of infrared detector elements which create a thermogram that is processed into data and displayed as a thermal image showing variations in infrared emissions. Examples are given of quantum well imaging photodetectors and a 2048 x 2048 pixel midwave band thermal imaging array.
The document discusses the accelerometer and gyroscope sensors found in smartphones and their uses. The accelerometer measures device orientation and gravity while the gyroscope detects rotation along three axes. Together, they provide precise six-axis motion sensing by combining the three axes of each. This detailed motion data is used for camera image stabilization, gaming input, navigation apps, and general user interface interaction.
Solar panel monitoring solution using IoT-Faststream TechnologiesSudipta Maity
Faststream Technologies offers an automated IOT based solar panel monitoring/troubleshooting system that allows for automated solar panel monitoring from anywhere over the internet. As part of our solution, we make use of several IoT gateways suitable for different needs, based on SoCs like STM32, ESP32, ublox, CC3200, SiliconLabs, to monitor the solar panel parameters, in turn, providing Solar Plant Insights.
Our system constantly monitors the solar panel and transmits various parameters to the Cloud over the IoT system. Here we make use of the IoT platform to transmit solar power parameters to Amazon/ Azure cloud /IOT server via the gateway (over WiFi and Ethernet). A powerful web interface allows viewing of data in meaningful formats, enabling users to make decisions.
Evaluation of dynamics | Gyroscope, Accelerometer, Inertia Measuring Unit and...Robo India
Robo India presents theory and working principles of Inertia Measuring unit (IMU), gyroscope, accelerometer and Kalman Filter. It is an important controlling part of unmanned Arial vehicles (UAV)
We have named it as evaluation of dynamics.
We welcome all of your views and queries, we are found at-
website: http://roboindia.com
mail- info@roboindia.com
This document describes a system that uses MEMS sensors to recognize hand gestures and control the movement of a wheelchair. The system consists of a MEMS accelerometer, microcontroller, RF transmission module. Hand gestures are detected by the accelerometer and transmitted to a computer via the microcontroller and wireless module. The microcontroller recognizes specific patterns from the sensor data and controls a wheelchair's motors accordingly, allowing users to steer the wheelchair with their hands. The system achieves over 98% accuracy in recognizing handwritten digits and gestures. It aims to help physically disabled users navigate within homes using only hand motions.
Prosthetic hand using Artificial Neural NetworkSreenath S
Real Time Moving Prosthetic.
It's an innovative technology,improvising the prosthetic field with the application of Artificial Neural Network technology.Unlike anyother prosthetic hand, this has a Real Time data accquisition system which varies the data set according to the input signal.This is customisable to any amputee. The hardware was developed by simple and easily available materials.We have come up with a new technology in the prosthetic field.
This document is a term project report submitted by students Berk KÖTEŞLİ, Göksenin ÖZKAN, and Salih GÜVEN for their ME 403 Instrumentation and Experiment Design course at Yeditepe University in Istanbul, Turkey. It details the design, construction, and testing of an air conditioning measurement device to measure temperature, pressure, velocity, and mass flow rate of air across a heating coil and cooling coil of an air handling unit. The device uses LM35 temperature sensors, a BMP180 pressure sensor, a TCRT5000 proximity sensor with a weathervane, an Arduino Uno microcontroller, and an LCD screen. Calibration procedures and uncertainty analysis were also
Unit III - Solved Question Bank- Robotics Engineering -Sanjay Singh
This Question Bank for Robotics Engineering is only for academic purpose and not for any commercial use. Students of Anna University and other Universities can use it for reference and knowledge.
This document discusses acceleration and velocity sensors. It describes four main types of acceleration sensors: piezoelectric, piezoresistive, capacitive, and servo. It also explains four types of velocity sensors: magnetic, optical, piezoelectric, and GPS sensors. The document outlines the working principles, components, and applications of these different sensor types for measuring acceleration and velocity.
This document discusses electrogoniometers, which are devices that measure joint angles through electrical signals. It outlines the background, definition, types, uses, advantages, and reliability of electrogoniometers. The main types are optoelectronic systems, potentiometers, and strain gauges. Electrogoniometers are useful for rehabilitation by precisely measuring joint angles to identify impairments, but they can be bulky and interfere with natural movement. While easy to use, their accuracy is less than other movement measurement systems.
The document discusses various techniques for direct measurement of movement, including goniometers, electrogoniometers, accelerometers, and imaging techniques. Goniometers measure joint angles by attaching one arm to each limb segment around a joint. Electrogoniometers use potentiometers to determine joint angles from changes in electrical resistance. Accelerometers measure limb segment acceleration by detecting reaction forces. Imaging techniques discussed include video cameras, high-speed cameras, and basic lens optics.
International Journal of Engineering Research and DevelopmentIJERD Editor
Electrical, Electronics and Computer Engineering,
Information Engineering and Technology,
Mechanical, Industrial and Manufacturing Engineering,
Automation and Mechatronics Engineering,
Material and Chemical Engineering,
Civil and Architecture Engineering,
Biotechnology and Bio Engineering,
Environmental Engineering,
Petroleum and Mining Engineering,
Marine and Agriculture engineering,
Aerospace Engineering.
A robot is a completed system that takes input, processes it, and produces the correct output. Robots contain various units like mechanical, sensor, and supervision units that allow it to follow programmed rules and mimic human and animal behavior. A robot's functional unit works with other units like actuation, mechanical, sensor, and supervision units. Robots generally have four main mechanical parts: actuators, reduction gears, encoders, and a transmission. Sensors are also important and can measure properties of robots and their environment. Common sensors include infrared, vision, proximity/distance, force/torque, and ultrasound sensors.
Mechatronics systems combine mechanical and electrical engineering to create integrated systems. Sensors are a key component as they detect parameters and convert them to electrical signals. This document discusses various common sensors used in mechatronics like photoelectric sensors, hall effect sensors, optical encoders, inductive sensors, and tacho generators. It explains their operating principles and applications in measuring things like position, speed, proximity, and presence of objects. Maintaining sensors and understanding their outputs is important for effective mechatronics system design and maintenance.
This document provides an overview of micro-electromechanical systems (MEMS) based transducers. It introduces MEMS technology and discusses the features and structures of common MEMS sensors and actuators. It then explores applications of MEMS transducers in areas like automotive, healthcare, consumer products and more. Key MEMS devices covered include sensors like accelerometers, gyroscopes and pressure sensors as well as actuators using various actuation methods.
The document discusses various topics related to mechatronics and mechanical systems. It begins by defining mechatronics as the application of electronics and computer technology to control mechanical systems. It then discusses some key aspects of mechatronics like its multidisciplinary approach and concurrent use of electrical, mechanical, control and computer engineering. Examples provided include electronic fuel injection systems replacing mechanical ones. The document also covers topics like sensors, transducers, gears, cams, hydraulic systems and their applications.
Review of MEMS Technology & its Applications in Various FieldsIRJET Journal
This document provides an overview of microelectromechanical systems (MEMS) technology and its applications. It discusses that MEMS integrate electrical and mechanical components on a silicon chip using microfabrication techniques. MEMS devices can include microsensors to detect things like pressure, temperature, or chemicals and microactuators to move or control small devices. Some key applications of MEMS mentioned are in automotive (airbags, engine sensors), biomedical (implantable devices, lab-on-a-chip), telecommunications (mobile phone components), consumer products (inkjet printers, game controllers) and aerospace (flight sensors, laser guidance). The document also reviews common MEMS fabrication methods like bulk micromachining, surface
This document discusses microelectromechanical systems (MEMS) and their applications. MEMS devices can be the size of a rice grain or smaller. There is increasing demand for intelligent, robust, multi-functional, and low-cost industrial products, which miniaturization can satisfy. MEMS have various applications including sensors, actuators, and integrated microsystems. Examples of MEMS applications discussed are airbag sensors in cars, medical devices like pressure sensors, and microoptical components. The document outlines the multidisciplinary nature and evolution of MEMS technology.
I - FABRIC HEALTH MONITORING MODEL BY USING TECHNOLOGYabiabishek5451
In the era of big data and artificial intelligence,how to use the existing computer,intelligent fabrics and wearable technology
To help improve the serious situation of physical and mental health, and provide a better way of life and living environment for people,
Is the current hot spot of common concern in the field of computer and biomedicine.
VARIOUS SENSOR USED IN ROBOTICS WITH APPLICATIONS | J4RV3I12003Journal For Research
This paper gives brief introduction about various sensors used in robotics and their applications. A sensor is a device that detects the changes in electrical or physical or other quantities and thereby produces an output and whose purpose is to detect events or changes in its environment and send the information to other electronic devices. Robotic sensors are used to estimate robots condition and environment. Sensors in robots are based on the functions of human sensory organs. Sensors used in robots provide intelligence to the robot and improve their performance.
Emerging Trends in Sensor Application in Industrial Scenario.pptxBikashDas76792
The document discusses sensors and temperature sensors. It defines a sensor as a device that detects and responds to physical input from the environment and converts it into a readable signal. It then discusses different types of temperature sensors like thermocouples, thermistors, and RTDs that detect temperature changes by measuring properties like voltage, resistance, or current. Finally, it provides examples of infrared temperature sensors and optical pyrometers that can measure the temperature of moving or hot objects non-contactly and discusses common temperature sensor uses.
IRJET- IoT Based Home Automation And Health Monitoring System for Physically ...IRJET Journal
This document proposes an IoT-based home automation and health monitoring system for physically challenged individuals using gesture recognition. The system uses MEMS sensors to detect hand gestures which are then used to control home appliances like fans and lights. It also includes health monitoring sensors to monitor the user's heartbeat and detect falls using a vibration sensor. If any abnormal health readings are detected, an SMS alert will be sent using GCM cloud messaging. The system is intended to make daily tasks easier for disabled users and provide remote health monitoring assistance when caregivers are not present.
International Journal of Engineering and Science Invention (IJESI)inventionjournals
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
This document discusses Internet of Things (IoT) sensors and security. It begins with an introduction to how IoT connectivity has changed society and will continue to do so. IoT devices are predicted to grow significantly by 2020. The document then discusses what topics will be covered, including IoT sensors and security. It provides examples of common sensors like accelerometers, temperature sensors, light sensors, and MEMS sensors. It also discusses how sensor data is converted to digital data and transmitted. The document covers security objectives for IoT like authenticated senders and receivers. It identifies security issues for IoT applications and considerations around issues like multiple networks, long device lifecycles, and remote updates. Finally, it provides a checklist for
The document discusses autocollimators, which are optical instruments used to measure small angular differences through non-contact means. There are two main types: visual autocollimators, which measure angles through an eyepiece and graduated reticle; and digital autocollimators, which use photodetectors and provide precise, real-time measurements through a user-friendly interface. Autocollimators have applications in measuring straightness, flatness, and other precision angles and are advantageous for higher accuracy alignment and dimensional assessment.
Nanorobotics involves the design and use of robots at the nanoscale level. Key points include:
- Nanorobots are designed to perform tasks at the nanometer scale and are made of components like carbon nanotubes.
- They have a variety of potential medical applications like cancer treatment, breaking up kidney stones, and restoring artery health.
- Challenges include powering nanobots, controlling them, and ensuring they function safely inside the human body.
- Future developments could include using nanobots to repair equipment in space or detect hazardous microbes in the environment.
Tocci chapter 13 applications of programmable logic devices extendedcairo university
The document discusses the family tree of digital systems, including standard logic, ASICs, microprocessors, DSPs, and different types of programmable logic devices like PLDs, CPLDs, and FPGAs. It covers the architectures of early PLDs like PROM, PAL, and FPLA, which have programmable AND and OR gates, as well as the different programming technologies for modern PLDs like SRAM, flash memory, EPROM, and antifuse.
The document discusses various types of memory devices and technologies. It covers topics like memory terminology, ROM, EPROM, EEPROM, and flash memory. Key points include that ROM is read-only memory that can be mask-programmed or one-time programmable, while EPROM, EEPROM and flash memory use floating-gate MOS transistors and can be electrically erased and reprogrammed in bulk or individually.
This document covers MSI (medium-scale integration) logic circuits. It discusses decoders, multiplexers, encoders, and other digital logic components. Decoders take binary inputs and activate one of multiple outputs. Multiplexers select one of several inputs to output based on a digital select code. Encoders convert coded inputs to binary outputs. The document provides circuit diagrams and explanations of common MSI components like decoders, multiplexers, priority encoders, and code converters. It also discusses applications such as seven-segment displays, LCDs, and digital systems.
This document discusses various types of counters and registers, including asynchronous (ripple) counters, synchronous (parallel) counters, decade counters, BCD counters, shift registers, ring counters, and Johnson counters. It provides details on their structure, operation, and applications. Key topics covered include propagation delay in ripple counters, the advantages of synchronous counters, designing counters with different mod numbers, decoding counter states, and using counters for functions like stepper motor control.
Tocci ch 6 digital arithmetic operations and circuitscairo university
The document discusses digital arithmetic operations and circuits, including binary addition, representing signed numbers, addition and subtraction in the two's complement system, multiplication and division of binary numbers, BCD addition, hexadecimal arithmetic, and arithmetic circuits. It describes how an ALU performs arithmetic operations by accepting data from memory and executing instructions from the control unit, using adders, registers, and control signals to perform addition and subtraction.
Tocci ch 3 5 boolean algebra, logic gates, combinational circuits, f fs, - re...cairo university
This document contains lecture slides on logic gates and Boolean algebra. It covers topics like De Morgan's theorem, sum of products and product of sums, logic gate representations including NAND and NOR gates, flip flops including JK and D flip flops. Circuit diagrams and truth tables are provided for latching circuits and different types of flip flops. The document is copyrighted and appears to be from a course on logic gates and Boolean algebra taught by Muhammad A M Islam.
The document discusses latches and flip-flops, basic memory circuits. It describes the latch, SR flip-flop, CMOS enabled SR flip-flop, and CMOS SRAM memory cell. It also discusses a one-transistor dynamic RAM cell. The document focuses on the circuit designs and operations of various basic memory components.
A14 sedra ch 14 advanced mos and bipolar logic circuitscairo university
This document discusses advanced logic circuits including pseudo-NMOS logic, pass-transistor logic, dynamic MOS logic, emitter-coupled logic (ECL), and BiCMOS digital circuits. Pseudo-NMOS logic uses one transistor per input instead of two to reduce area and delay. Pass-transistor logic builds logic functions using NMOS or transmission gate switches. Dynamic MOS logic uses precharge and evaluate phases to reduce static power at the cost of increased sensitivity to noise. ECL uses differential pairs for noise immunity and constant current sources. BiCMOS combines CMOS and BJTs to achieve high performance with lower power than ECL.
This document discusses CMOS digital logic circuits. It covers special characteristics like fan-out, power dissipation, and propagation delay. It then describes the basic CMOS inverter circuit. The inverter uses complementary NMOS and PMOS transistors for the pull-down and pull-up networks. When the input is low, the NMOS transistor is on and the PMOS is off, pulling the output high. When the input is high, the opposite occurs. This allows the output to switch between 0V and the supply voltage with very low static power dissipation.
The document discusses the high-frequency response of common-emitter (CE) amplifiers. It first examines the CE amplifier circuit and its mid-band behavior when the capacitors are short circuits. It then explores how each internal capacitor (CB, CC, CE) affects the frequency response as it blocks signal flow at lower frequencies. The document also considers the Miller effect, which multiplies the input capacitance seen at the base due to feedback through the amplifier. Overall, the internal capacitances lower the amplifier's bandwidth as frequency decreases.
This document describes the structure and operation of MOS field-effect transistors (MOSFETs). It covers topics such as device structure, current-voltage characteristics, MOSFET circuits at DC, and large-signal equivalent circuit models. Examples are provided to illustrate how to analyze MOSFET circuits and calculate current and voltage values. The document also discusses the physical mechanisms involved in MOSFET operation such as creation of a channel for current flow and derivation of current-voltage relationships.
This document discusses MOS field-effect transistors (MOSFETs) and includes the following topics:
1. It outlines the structure and operation of MOSFET devices, including creating a channel for current flow and deriving the iD-vDS relationship.
2. It covers current-voltage characteristics of MOSFETs such as the iD-vDS, iD-vGS curves and their different operating regions.
3. It provides examples of solving for unknown variables in MOSFET circuits operating in different regions, such as the triode and saturation regions.
This document discusses MOS field-effect transistors (MOSFETs) and their operation. It covers MOSFET device structure and physical operation, current-voltage characteristics, MOSFET circuits at DC, applying MOSFETs in amplifier design, small signal operations and models, and other related topics. The document contains diagrams and equations to illustrate MOSFET characteristics and circuit analysis. It provides an overview of the key concepts and applications of MOSFET devices.
This document discusses coordinate systems and vector calculus concepts needed for electromagnetic field theory. It introduces Cartesian, cylindrical, and spherical coordinate systems. It explains that vector integration requires defining appropriate differential elements (length, area, volume) that vary based on the coordinate system. It also introduces concepts of gradient, divergence, and curl - vector operators used to take derivatives of vector fields. The gradient represents the maximum rate of change, divergence measures flux, and curl represents rotational nature. Expressions for these operators are given in the three coordinate systems.
The document discusses the interaction of electromagnetic fields (EMFs) with biological systems. It notes that the topic is studied to assess potential health hazards, enable applications in biology and medicine, and optimize the design of EM devices. The document outlines various effects of EMF exposure at different frequencies, therapeutic and diagnostic EMF applications, and the need to model human exposure and effects through governing equations and human body models. Key areas covered include dosimetry, various human body models, RF applications like keyless entry and MRI, hyperthermia modeling, and diagnostic applications such as endoscopic capsules.
1. The document discusses various electromagnetic boundary conditions including:
- Electric and magnetic field boundary conditions between dielectric-dielectric interfaces where the normal component of B and tangential component of E are continuous.
- Conductor-dielectric boundary conditions where the surface charge density is related to the normal electric field component.
2. Faraday's law relates the rate of change of magnetic flux through a loop to the induced electromotive force around the loop. Lenz's law states that the induced current will flow such that it creates a magnetic field opposing the original change in flux.
3. The plane wave solution for electromagnetic waves in free space represents the electric and magnetic fields as propagating sinusoidal functions of space and time with
Electrical stimulation can be used for many applications including vision restoration, epilepsy control, tremor control, cardiac pacing, and more. Magnetic fields are generated by moving electric charges. The Biot-Savart law describes the magnetic field generated by a current element, while Ampere's law relates the magnetic field to the current passing through a closed loop. Materials respond differently to magnetic fields based on properties like diamagnetism, paramagnetism, and ferromagnetism. Ferromagnetic materials have domains that can align with an external magnetic field, allowing the material to retain magnetization.
Here are some examples of FDA-approved therapeutic devices that use direct current (DC) electric fields:
- Bone growth stimulators - Use pulsed electromagnetic fields or capacitively coupled electric fields to promote bone healing of fractures that are not healing on their own.
- Transcutaneous electrical nerve stimulators (TENS) - Apply electric currents to stimulate nerves for pain relief and muscle rehabilitation.
- Iontophoresis devices - Use low-level electrical currents to drive ionized drug molecules through the skin for local drug delivery.
- Cardioversion/defibrillation devices - Apply controlled electric shocks to the heart to treat irregular heart rhythms like atrial fibrillation or ventricular fibrillation.
The document provides an overview of the Silicon Labs C8051F020 microcontroller. It describes the microcontroller's CPU, memory organization, I/O ports, analog and digital peripherals such as ADCs, DACs, and comparators. It also discusses the microcontroller's special function registers used to control and interface with its various peripherals.
Lecture 1 (course overview and 8051 architecture) rv01cairo university
This document provides an overview and syllabus for a course on the 8051 microcontroller architecture. The course covers the 8051 architecture, instruction set, programming using assembly and C languages, peripherals, interrupts, timers, serial communication, analog-to-digital converters, and more. The goals are for students to understand the 8051 architecture, develop skills in programming 8051 microcontrollers using different languages, and interface the microcontroller to external components. The course consists of lectures, tutorials, and labs using the Silicon Labs C8051F020 development board.
Null Bangalore | Pentesters Approach to AWS IAMDivyanshu
#Abstract:
- Learn more about the real-world methods for auditing AWS IAM (Identity and Access Management) as a pentester. So let us proceed with a brief discussion of IAM as well as some typical misconfigurations and their potential exploits in order to reinforce the understanding of IAM security best practices.
- Gain actionable insights into AWS IAM policies and roles, using hands on approach.
#Prerequisites:
- Basic understanding of AWS services and architecture
- Familiarity with cloud security concepts
- Experience using the AWS Management Console or AWS CLI.
- For hands on lab create account on [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
# Scenario Covered:
- Basics of IAM in AWS
- Implementing IAM Policies with Least Privilege to Manage S3 Bucket
- Objective: Create an S3 bucket with least privilege IAM policy and validate access.
- Steps:
- Create S3 bucket.
- Attach least privilege policy to IAM user.
- Validate access.
- Exploiting IAM PassRole Misconfiguration
-Allows a user to pass a specific IAM role to an AWS service (ec2), typically used for service access delegation. Then exploit PassRole Misconfiguration granting unauthorized access to sensitive resources.
- Objective: Demonstrate how a PassRole misconfiguration can grant unauthorized access.
- Steps:
- Allow user to pass IAM role to EC2.
- Exploit misconfiguration for unauthorized access.
- Access sensitive resources.
- Exploiting IAM AssumeRole Misconfiguration with Overly Permissive Role
- An overly permissive IAM role configuration can lead to privilege escalation by creating a role with administrative privileges and allow a user to assume this role.
- Objective: Show how overly permissive IAM roles can lead to privilege escalation.
- Steps:
- Create role with administrative privileges.
- Allow user to assume the role.
- Perform administrative actions.
- Differentiation between PassRole vs AssumeRole
Try at [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
Determination of Equivalent Circuit parameters and performance characteristic...pvpriya2
Includes the testing of induction motor to draw the circle diagram of induction motor with step wise procedure and calculation for the same. Also explains the working and application of Induction generator
Build the Next Generation of Apps with the Einstein 1 Platform.
Rejoignez Philippe Ozil pour une session de workshops qui vous guidera à travers les détails de la plateforme Einstein 1, l'importance des données pour la création d'applications d'intelligence artificielle et les différents outils et technologies que Salesforce propose pour vous apporter tous les bénéfices de l'IA.
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...PriyankaKilaniya
Energy efficiency has been important since the latter part of the last century. The main object of this survey is to determine the energy efficiency knowledge among consumers. Two separate districts in Bangladesh are selected to conduct the survey on households and showrooms about the energy and seller also. The survey uses the data to find some regression equations from which it is easy to predict energy efficiency knowledge. The data is analyzed and calculated based on five important criteria. The initial target was to find some factors that help predict a person's energy efficiency knowledge. From the survey, it is found that the energy efficiency awareness among the people of our country is very low. Relationships between household energy use behaviors are estimated using a unique dataset of about 40 households and 20 showrooms in Bangladesh's Chapainawabganj and Bagerhat districts. Knowledge of energy consumption and energy efficiency technology options is found to be associated with household use of energy conservation practices. Household characteristics also influence household energy use behavior. Younger household cohorts are more likely to adopt energy-efficient technologies and energy conservation practices and place primary importance on energy saving for environmental reasons. Education also influences attitudes toward energy conservation in Bangladesh. Low-education households indicate they primarily save electricity for the environment while high-education households indicate they are motivated by environmental concerns.
Accident detection system project report.pdfKamal Acharya
The Rapid growth of technology and infrastructure has made our lives easier. The
advent of technology has also increased the traffic hazards and the road accidents take place
frequently which causes huge loss of life and property because of the poor emergency facilities.
Many lives could have been saved if emergency service could get accident information and
reach in time. Our project will provide an optimum solution to this draw back. A piezo electric
sensor can be used as a crash or rollover detector of the vehicle during and after a crash. With
signals from a piezo electric sensor, a severe accident can be recognized. According to this
project when a vehicle meets with an accident immediately piezo electric sensor will detect the
signal or if a car rolls over. Then with the help of GSM module and GPS module, the location
will be sent to the emergency contact. Then after conforming the location necessary action will
be taken. If the person meets with a small accident or if there is no serious threat to anyone’s
life, then the alert message can be terminated by the driver by a switch provided in order to
avoid wasting the valuable time of the medical rescue team.
A high-Speed Communication System is based on the Design of a Bi-NoC Router, ...DharmaBanothu
The Network on Chip (NoC) has emerged as an effective
solution for intercommunication infrastructure within System on
Chip (SoC) designs, overcoming the limitations of traditional
methods that face significant bottlenecks. However, the complexity
of NoC design presents numerous challenges related to
performance metrics such as scalability, latency, power
consumption, and signal integrity. This project addresses the
issues within the router's memory unit and proposes an enhanced
memory structure. To achieve efficient data transfer, FIFO buffers
are implemented in distributed RAM and virtual channels for
FPGA-based NoC. The project introduces advanced FIFO-based
memory units within the NoC router, assessing their performance
in a Bi-directional NoC (Bi-NoC) configuration. The primary
objective is to reduce the router's workload while enhancing the
FIFO internal structure. To further improve data transfer speed,
a Bi-NoC with a self-configurable intercommunication channel is
suggested. Simulation and synthesis results demonstrate
guaranteed throughput, predictable latency, and equitable
network access, showing significant improvement over previous
designs
Generative AI Use cases applications solutions and implementation.pdfmahaffeycheryld
Generative AI solutions encompass a range of capabilities from content creation to complex problem-solving across industries. Implementing generative AI involves identifying specific business needs, developing tailored AI models using techniques like GANs and VAEs, and integrating these models into existing workflows. Data quality and continuous model refinement are crucial for effective implementation. Businesses must also consider ethical implications and ensure transparency in AI decision-making. Generative AI's implementation aims to enhance efficiency, creativity, and innovation by leveraging autonomous generation and sophisticated learning algorithms to meet diverse business challenges.
https://www.leewayhertz.com/generative-ai-use-cases-and-applications/
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SBE 310
Rehabilitation Equipment
Fall 2018
What is Rehabilitation?
What is Rehabilitation Engineering?
How do we (Engineers) solve rehabilitation problems?
Can you think of examples of rehabilitation equipment??
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Course Outline
• Sensors
• Types of motion capture/analysis equipment
• Applications of motion capture equipment
• Assistive devices for paralysis
• Prosthetics: upper and lower limb
ILOs
▪ Understand what is rehabilitation engineering
▪ Know different sensors used for rehabilitation equipment applications
▪ Learn the different methods and applications of human motion
capture and analysis
▪ Design of some examples of rehabilitation equipment and devices ..
devices for paralysis
▪ Understand principles and design of upper and lower limb
prosthetics.
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SENSORS
They are used in many types of rehabilitation equipment
What is a Sensor?
A device that detects events or changes in quantities and provides a
corresponding output, generally as an electrical signal.
• Gyroscope
• Tilt sensor
• Pulse rate sensor
• EMG
• Flex sensor
• Force sensor
Examples:
• Temperature
• Humidity
• Pressure
• Motion (IR)
• Acceleration
• Proximity
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Example: Accelerometer
How does the sensor measure acceleration?
Not using dv/dt
Using the concept of F = ma
Example: Gyroscope
▪ Measures angular velocity, rotational motion
▪ Based on the principle of conservation of angular momentum
▪ Can be 1, 2 or 3 axis gyro
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Example: Flex sensor
Resistance changes with flexion / bending
Applications:
▪ Medical devices
▪ Rehabilitation devices
▪ Electrogoniometer
Inertial Motion Sensors
▪ IMS or IMU (unit)
▪ Used in human motion tracking systems
▪ Consist of : 3 axis accelerometer + 3 axis gyroscope on 1 chip (+ 3 axis
magnetometer)
▪ What is the size of these chips??
HOW ARE
THEY MADE??
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What are MEMS?
▪ Micro-electro-mechanical systems
▪ Miniaturized mechanical and electro-mechanical elements
▪ Physical dimensions of MEMS devices range from below one micron
to several millimeters.
▪ Can be microsensors or microactuators
▪ In microsensors, the device converts a measured mechanical signal
into an electrical signal.
Advantages of MEMS
▪ Made using IC processes, ability to integrate multiple functionalities
onto a single microchip.
▪ Use techniques of batch fabrication so the per-unit microchip cost of
complex miniaturized electromechanical systems can be radically
reduced
▪ Reliability of miniaturized electromechanical systems is usually better
than the large scale equivalent
▪ Lower weight, increased portability, lower power consumption
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Example: MEMS Accelerometer
Etched in Silicone
1. red electrode (electrical terminal) that has enough mass
to move up and down very slightly when accelerometer
moves.
2. The electrode is supported by a tiny beam (cantilever)
that's rigid enough to hold it but flexible enough to allow
it to move.
3. Electrical connection from the cantilever and electrode to
the outside of the chip so it can be wired into a circuit.
4. Below the red electrode, and separated from it by an air
gap, there's a second electrode (purple). The air gap
between the two electrodes means the red and purple
electrodes work together as a capacitor. As you move the
accelerometer and the red electrode moves up and
down, the distance between the red and purple
electrodes changes, and so does the capacitance
between them (microns). Insulation (shown as black
lines) prevent the red electrode from making direct
electrical contact with the purple one if the
accelerometer experiences a really big force (a sudden
jolt).
5. blue electrode above red electrode and another air gap
making a second capacitor. As before, the capacitance
between the blue and red electrodes changes as you
move the accelerometer.
Motion Analysis
Motion Analysis is the quantitative measurement and assessment of
human motion
Gait analysis is the quantitative measurement and assessment of
human locomotion.
Recall
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Motion Analysis
Kinetic variables Kinematic Variables
Spatial and
temporal variables
Forces
Recall
Kinesiology
• Kinematics
Characteristics of motion
• Kinetics
Forces involved in motion (causing motion
or resulting from motion)
Recall
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Methods of Gait/Motion Analysis
• Observational gait/motion analysis
• Instrumented gait/motion analysis
Usually kinematic and kinetic data
are recorded at the same time (motion capture) followed by
data processing (motion analysis)
Types of variables to quantify motion
Variables that can be measured
Variables that can be calculated from the measurements (inverse
dynamics)
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Motion Capture Equipment
Equipment to capture Kinematic variables
1. Electrogoniometers
2. Optical Motion capture using markers and cameras
3. Inertial Motion sensor systems
Equipment to capture Kinetic variables
1. Dynamic electromyography
2. Force plates (ground reaction force)
3. Foot pressure distribution sensors
Equipment to measure Kinematic
variables
1. Electrogoniometers
2. Optical Motion capture
a. Video camera and markers
b. IR cameras and markers
c. 3D depth cameras
3. Inertial Motion Sensor systems
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Selection: Evaluating functionality
1. Electrogoniometers
2. Optical Motion capture
a. Video camera and markers
b. IR cameras and markers
c. 3D depth cameras (Kinect)
3. Inertial Motion Sensor systems
Criteria:
• Accuracy
• Ease of use (setup, data acquisition and processing)
• Sufficiency of data (number of joints, DOF etc..)
• Does not affect motion pattern of subject
• Not constrained to a fixed location
• Cost
Rotational Motion
Angular motion.. Motion of bones relative to each other.
Variables: q (radians), w, a
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Kinematics: Joint angles
One of the important
kinematic spatial
parameters is:
Joint Angles (ROM)
From angles we can
calculate velocity and
acceleration
Kinematics: 1.Electrogoniometer
Device that measures joint
angles
Converts change in angle
to change in voltage
Based on potentiometers
or strain gauges or flex
sensors
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Motion Capture Equipment
Equipment to capture Kinematic variables
1. Electrogoniometers
2. Optical Motion capture
3. Inertial Motion sensor systems
Equipment to capture Kinetic variables
1. Dynamic electromyography
2. Force plates (ground reaction force)
3. Foot pressure distribution sensors
2. Optical Motion Capture
a. Video camera motion capture
b. IR Camera motion capture
c. 3D Depth camera (Kinect)
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Kinematics: 2.a.Video Motion Capture
using passive markers
Define 2D reference frame (axes)
Table of 2D data: x,y position of each marker vs time
(for each frame)
Kinematics: 2.a.Video Motion Capture
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Connect marker points to construct stick figure
From the joint angles you can calculate angular
velocity, linear velocity, accelerations.
Kinematics: 2.a.Video Motion Analysis
Calculate relative angles of joints in 2D
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Typical Set up of IR Camera Motion
Analysis Lab
Hardware: Cameras
High speed cameras (1 – 8 or more)
Sampling rate (50– 1000 frames per sec (FPS))
Camera resolution
Marker detection (automatic or manual)
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Hardware: Markers
Markers placed on joints and key
points
• reflective markers (passive
markers)
• infrared LEDs (active markers)
• emit RF for unique marker
identification.
M Taher
Motion capture data is 3D
Analysis is similar to video analysis but angles
calculated in 3D
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Kinematics: 2.c. 3D Depth Sensors
• A single, low cost, physical sensor device that allows for a
3D representation of the environment.
• Built-in RGB color camera, an IR emitter and depth
sensor, and a microphone array.
• Example: The Microsoft Kinect, used in many
rehabilitation applications
s.
Microsoft Kinect
• The Kinect sensor provides
skeletal tracking and can retrieve
twenty joints coordinates of
the tracked user.
• Kinect is wireless and markerless thus offering total freedom in
movement.
• Research showed that the computation of joint angles using the
Kinect guarantees enough precision for most of the clinical
rehabilitation treatments.
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Virtual Rehabilitation
• What is Virtual Rehabilitation (VR)?
Virtual Reality and Gaming for Rehabilitation
• Why don't we just have subjects perform motor
tasks in the real world?
➢Virtual Reality creates a computer-generated virtual world with
which the user can interact in 3 dimensions so that the user feels that
he or she is part of the scene.
➢Virtual Reality brings the complexity of the physical world into the
safe environment of the laboratory.
➢Creates a synthetic environment with precise control over a large
number of physical variables while recording kinematic responses.
Types of Virtual Reality
• Immersive
A totally immersive VR system is where the subject sees only the virtual
world and the rest of the physical world is blocked from view. The virtual
environment is delivered by equipment worn by the user (like goggles or
head-mounted displays).
• Non-Immersive
Non-immersive VR is usually two-dimensional and delivered through a
computer screen. The user can control what is happening on screen by using
a device such as a joystick, mouse, or sensor.
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Virtual Rehabilitation is Interactive
In the virtual environment:
• Design interactive exercises/games for specific neuromuscular
problems/disabilities
• Allow the user to interact with the Virtual World and with virtual
objects within the Virtual World.
Key feature: Interactive
Virtual Rehabilitation
• Based on principle of Neuroplasticity (Brain Plasticity)
• VR-based therapy can improve motor learning, balance, functional
mobility and participation in children and adults with neuromotor
impairments.
• Research shows improvement in stroke patients
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Examples of games
Placing objects on shelves.
Interaction may be achieved by pointer controlled by
a mouse or joystick.
Examples of games
A representation of the user's hand is generated within the
environment where movement of the virtual hand is "slaved"
to the user's hand allowing a more natural interaction with
objects.
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Examples of games
Images of the users themselves that appear as players
in the environment to interact with the Virtual
Environment.
Motion Capture for VR
Early VR system
• Motion Capture Based on cameras
• Large space required
• Expensive
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Motion Capture for VR
Kinect
Inertial motion sensors
Data glove
Why Virtual Rehabilitation?
• Entertaining.. Increased motivation by making
therapy fun
• Real-time performance feedback
• Low cost if gaming sensors are used (home use)
• Telerehabilitation (can be monitored at a distance to
save time and effort)
For the Patient
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Why Virtual Rehabilitation?
• Selection of Task
Can be a simple game with a score.
Can be individualized exercises to meet specific therapy goals
Can be tailored to individual’s level of ability
Can be self adaptive
• A safe testing and training environment (virtual world)
• Quantitative outcome measures
Can compute 3D joint angles
Quantitative Progress reports
• Low cost if gaming sensors are used (clinic use)
• Telerehabilitation (can be monitored and modified at a distance to
save time and effort)
For the Therapist
Motion Capture Equipment
Equipment to measure Kinematic variables
1. Electrogoniometers
2. Optical Motion capture
3. Inertial Motion Sensor systems
Equipment to measure Kinetic variables
1. Dynamic electromyography
2. Force plates (ground reaction force)
3. Foot pressure distribution sensors
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Kinematics: 3. Inertial Motion Sensors
▪ IMS or IMU (unit)
▪ Each unit consists of : 3 axis accelerometer + 3 axis gyroscope on 1
chip (+ 3 axis magnetometer)
▪ Used in human motion tracking systems
▪ Attached to body segments to track motion
Applications of IMSs
Once you have the kinematic data:
• Gait analysis
• Physical therapy
• Sports studies
ST = I α
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Wireless IMU System in Lab
• Full body wireless motion capture (camera free)
• One IMU attached on each segment
• Detects and measures acceleration, tilt, shock, vibration,
rotation
• Functional assessment of Biomechanics (FAB) software
• Real time 3D Kinematics and Kinetics (inverse dynamics)
of body motion with graphical models.
• http://www.biosynsystems.net/
Can you name one significant advantage of this technology over optical
systems??
Not constrained by LOCATION
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Fall Detection
Motivation: Why do we need to study this topic??
• Accidental falls are common among elderly people and some
neurology patients
• Falls can result in lasting and critical consequences: injury, long-
term disability etc…
• Recovery/prognosis is dependent on time taken till treatment
starts (i.e. speed of discovery important)
Types of Falls
• Most falls in the elderly occur during ADLs
• A fall can occur not only when a person is standing, but
also while sitting on a chair or lying in bed
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Fall Management Approaches
Fall Management
Fall Prevention Fall Detection
Interventions such as:
• exercise
• improved footwear
• assistive devices
• modification of the home
environment
• modification of medication
Fall Detection
Monitoring Approaches
Environment
Sensors
Wearable Body
sensors
• pressure sensors on chairs
• cameras
• RFID tags embedded
throughout the home
• Inertial motion sensors
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Fall Detection
Can you think of an algorithm to detect a fall occurrence??
How to differentiate between a fall and a normal motion??
Detection Algorithms
Think of ‘free fall”
Maximum velocity just before impact followed by 0 velocity
Kinetic Variables
• Muscle forces (can be calculated from EMG or as explained in first
year)
• Ground reaction force (Force plate)
• Joint reaction forces (calculated)
• Foot pressure (Plantar pressure) distribution
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Equipment to capture Kinetic variables
1. Dynamic electromyography
2. Force plates (ground reaction force)
3. Pressure sensors (Plantar pressure)
Kinetics: 1. Dynamic Electromyography
We have a wireless system in Rehab Lab
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Kinetics: 2. Force Plate
To measure ground
reaction force (6D)
Most common based on
strain gauges
Ground reaction force during gait
Vertical component of GRF
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Kinetics: 3. Pressure sensors (Plantar pressure)
Plantar Pressure
Importance in Rehabilitation
and
Measurement
What is plantar pressure??
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Diabetes/Ulcers/Sensory neuropathy
• Egypt has approx. 7.8 million adults suffering from diabetes
• Peripheral neuropathy or nerve damage is one of the most serious
complications of diabetes.
▪ Loss of protective sensation
▪ Cannot feel an ongoing injury due to the increased plantar pressure leading to
foot ulceration, serious infections and in some cases amputations.
The pressure map formed by
these pressure areas can be
compared to an "ideal"
(normal) pattern
Static plantar pressure distribution
Pressure distribution plate:
Sensor array
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Important features of dynamic p. p.
Not only the magnitude of the plantar pressure is important but also
other factors such as:
• Rate of increase of pressure
• Duration of high pressure
• Frequency of applied pressure
• Pressure-time integral (widely used)
This is why dynamic measurement is important
How do we measure dynamic pp?
Very thin insoles with a sensor array
Can be worn inside shoes like any insole
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Masking
Number of regions is a choice depending on application
Tradeoff: high processing time vs. loss of detail
Pressure peaks
Critical regions
at high risk for ulceration
Once critical regions are identified, pressure relieving insoles are custom made
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Wireless System in Rehab Lab
Prosthetics
Very important type of rehabilitation equipment
References:
Atlas of Limb prosthetics, http://www.oandplibrary.org/alp/
Otto Bock catalogs: http://www.ottobockus.com/
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Prosthesis: An artificial substitute or replacement of a
part of the body after amputation. A prosthesis is
designed for functional or cosmetic reasons or both.
Orthosis: An orthopedic appliance or apparatus used to
support, align, prevent, or correct deformities or to
improve function of movable parts of the body.
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Considerations when choosing a prosthesis
• Amputation level
• Contour of the residual limb
• Expected function of the prosthesis
• Cognitive function of the patient
• Vocation of the patient (example, desk job vs. manual labor)
• Cosmetic importance of the prosthesis
• Financial resources of the patient
Characteristics of a successful prosthesis
• Achieves required mechanical function
• Comfortable to wear
• Easy to put on and off
• Lightweight
• Easy to operate/control
• Silent
• Durable
• Cosmetic
• Low and easy maintenance
• Patient motivation
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DESIGN
Understand anatomy and function of missing limb
Decide how much function will be restored.
Design mechanical parts
Select materials (function, durability, weight, cost)
Design control source and methodology (easy to use)
Design attachment to body (secure, comfortable, easy to put on and off)
Power
DESIGN
1. Understand anatomy and function of missing limb
2. Decide how much function will be restored.
3. Design mechanical parts
4. Select materials (function, durability, weight, cost)
5. Design control source and methodology (easy to use)
6. Design attachment to body (comfortable, easy to put on and off)
7. Power
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Functional Upper Limb Prostheses
We will Describe and discuss Components of the
prosthesis :
1. Body-powered prosthesis
(low cost)
2. Externally powered myoelectric prosthesis
(high cost)
3. Advanced Hand designs
(very high cost)
General Components of Upper Limb
Prosthesis
Terminal device (hand/gripper)
Wrist unit
Forearm unit
Elbow joint
Socket (fits over stump)
Suspension
Control system
Power
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1. Body Powered Upper Limb Prosthesis
Body powered Trans-humeral Prosthesis
Terminal Devices
Hand Hook
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Terminal Devices
Are operated by pulling cable
Can be voluntary opening or v. closing
Hand Hook
Opening and closing the hook
Single axis
1 Degree of freedom
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Otto Bock voluntary opening hand
1 DOF
Covered with
cosmetic glove
Wrist unit
• Connects terminal
device to forearm.
• Provides:
Rotation
Flexion/Extension
Quick release
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Forearm and elbow
Elbow hinge joint
1 DOF
Lock
Socket
Fits over stump.
Made by making a negative
then positive cast of stump.
Pour plastic material to
make total contact socket.
Suspension by straps or
suction.
Must be strong enough to
carry weight.
New materials: porous
Suspension socket
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Below Elbow: body powered control
Stainless steel cable to open
terminal device
2 Control cables:
1. For Locking elbow
2. For Flexing elbow and opening terminal device
Above-elbow body powered control
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Above-elbow body powered control
Functional Upper Limb Prostheses
Describe and discuss:
• Components of the prosthesis in general.
• Body-powered prosthesis
• Externally powered myoelectric prosthesis
• Advanced Hand designs
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Externally powered myoelectric prosthesis
Trans-radial (below elbow)
Socket (same)
Terminal device (hand)
Actuator (should be light weight,
silent, quick response)
Control
Power
Hands for myoelectric prosthesis
• Actuator: DC Motor
• High proportional grip force (up to 100 N)
• High proportional speed (up to 300 mm/s)
• Weight 460 gm
• Opening width 100 mm
Otto Bock Hand
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Myoelectric Control
EMG from 2 antagonistic muscles (can be biceps and
triceps)
Preamplification/processing
Microcontroller: can use threshold method
Control output to operate motor (open/close/stop)
NB EMG is for control NOT power
Power
Battery
• Rechargeable
• lightweight
• compact
• long lifetime
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New Advanced Hands
Anthropomorphic Hands
Increasing DOF to mimic natural
hand and for fine motor control.
Problem is the need for more
control inputs
New Actuators
Hand Anatomy
Anthropomorphic hands
try to follow the shape
and movement of the
natural hand
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-Finger structure similar to natural finger
-More DOF than standard prosthetic hand
-Flexion using control cable to flex 3 joints
at the same time i.e. with one control input
Finger flexion by pulling cable
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iLimb
Remaining design issues:
Thumb: Manual positioning to change type of grasp.
4 predefined types of grasps
Actuators
New materials eg Shape Memory Alloys
Material that decreases in length when heated by electric current thus
producing FORCE
Advantages: Lightweight, silent, low cost…
Disadvantages: long length needed, small force produced
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SMA wires
• Wire diameters ranging from 0.025mm – 0.5mm
• Price range $4 - $10 /m
ELECTROMYOGRAPHY
Electrical signal that can be detected from skeletal muscles when they
contract.
1. How is it generated?
2. How is it detected?
3. What does it look like?
4. How is it processed?
5. What can we do with it?
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1. How is it generated? Motor Unit
The functional unit of the
neuromuscular system
Action Potential
http://upload.wikimedia.org/wikipedia/en/thumb/7/78/Apshoot.jpg/300px-Apshoot.jpg
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Motor Unit Action Potential
• Typically, each motor neuron innervates several hundred muscle
fibers
• Motor Unit Action Potential (MUAP) = summed electrical activity of
all muscle fibers activated within the motor unit
• Muscle force increased through higher recruitment of motor units
2. How is it detected?
ELECTRODE TYPES
• Intramuscular -
Needle Electrodes
• Extramuscular –
Surface Electrodes
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Surface electrodes
• Most common type is Silver – Silver Chloride electrodes.
• The EMG detected is call sEMG
Electrode placement
Surface Electrodes
• Advantages
• Quick, easy to apply
• No medical supervision, required certification
• Minimal discomfort
• Disadvantages
• Generally used only for superficial muscles
• Cross-talk concerns
• No standard electrode placement
• May affect movement patterns of subject
• Limitations with recording dynamic muscle activity
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3. What does it look like?
Typical EMG Interference Pattern
4. How is EMG processed?
Amplification
& Filtering
Signal pick up
Conversion of Analog
signals to Digital signals
Signal
processing
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Average Rectified Amplitude
• Rectified = all negative values converted to positive
values (absolute value)
• N.B. periods of activation & periods of inactivity
EMG Amplitude vs Muscle Contraction Intensity
• Amplitude increases with increased contraction
intensity
• BUT it is not a linear relationship
• Non-linear relationship between EMG amplitude and
contraction intensity
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5. What can we do with it?
Control myoelectric prosthetic hand
Simplest form of control:
▪ Measure EMG from 2 antagonistic muscles
▪ Calculate rectified integrated EMG
▪ Depending on level of each muscle activity:
open, close or stop the hand
CONTROL
EMG from Biceps EMG from Triceps
Continuous segmentation
rectification and integration
Continuous segmentation
rectification and integration
COMPARE
If B > T OPENIf T > B CLOSE If T & B < threshold STOP
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Lower Limb Prosthesis
DESIGN
Understand anatomy and function of missing limb
Decide how much function will be restored.
Design mechanical parts
Select materials (function, durability, weight, cost)
Design control source and methodology (easy to use)
Design attachment to body (secure, comfortable, easy to put on and off)
Power
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Anatomy and Function of Lower Limb
Major joints:
Hip, Knee, Ankle
Major function:
Gait
Levels of lower limb amputation
We will only describe:
Above Knee (AK)
(transfemoral)
Below Knee (BK)
(transtibial)
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Two basic types
• Exoskeletal
• Endoskeletal
• Exoskeletal
Older design, plastic shell
or wood
• Endoskeletal
Modular, support consisting
of an internal pylon usually
covered with a lightweight
material, such as foam.
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Components of Prosthesis
• Socket
• Liner
• Suspension
• Knee joint
• Pylon (shank)
• Terminal device (foot/ankle)
What is the advantage of modular???
• Only the socket needs to be custom made.
• All other components are standard off-the-
shelf
• Pylons are adjustable lengths. Pylons and
adaptors made of titanium, steel or
aluminum.
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• Socket
Many different types depending
on level and on shape and quality
of stump
(Job of prosthetist)
• Liner
• Suspension
What is the major
difference between an
upper limb and lower
limb socket???
Total Surface Bearing Sockets
Even distribution of
pressures using maximum
surface area
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Prosthetic Knees
The prosthetic knee is the most complex component.
Essential Functions to be restored:
• Give support when people stand
(STABILITY during STANCE phase of gait),
• Allow smooth motion when people walk,
(SWING phase CONTROL)
• Permit movement when people sit, bend or kneel.
Types of prosthetic knees
▪ More than 100 different knees available today.
▪ Range from simple knees to complex mechanical knees to
microprocessor controlled knees.
▪ Will discuss small selection to show different types.
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Major classification of knees
• Mechanical
Single Axis
Polycentric
• Computerized
How do you select??
Depending on patient level of activity
Mechanical Single Axis Knee
• Simple Hinge joint
• No Stance phase stability
• Needs lock
• Swing phase control by friction
• Low cost, light
• Easy maintenance
Otto Bock knee
Adjustable
flexion angle
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Mechanical Polycentric Knee
Why polycentric? To mimic human knee center of rotation (similar to
cruciate ligaments)
How? Four Bar Linkage
Otto Bock 4-bar knee
(Demo 4-bar knee)
Actuator/Power
What makes the knee joint rotate to provide flexion and extension?
Can you tell what the actuator is?
Where the power comes from?
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Swing phase control
How fast can the knee flex and extend?
This determines walking speed.
• Can be simple friction
Or adjustable damping by:
• Hydraulic knee
• Pneumatic knee
compresses air as the knee is flexed,
storing energy, then returning energy as
the knee moves into extension
Modular Polycentric
Knee Joint with
Pneumatic Swing Phase
Control
Otto Bock C-Leg knee joint
Disadvantage: EXPENSIVE
Computerized Knees
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Computerized Knees
• Fully microprocessor-controlled stance and swing phase.
• It measures the flexion angle and angular velocity of the knee joint.
• Strain gauges in the tube adapter and a knee angle sensor provide
measurement data, which enables microprocessors to calculate the
required resistances to movement.
• Servomotors correspondingly open and close hydraulic valves to
provide the required flexion and extension damping.
Prosthetic Feet
Functions:
• Joint simulation.
• Shock absorption.
• A stable weight-bearing base of support.
• Muscle simulation.
a few specialized feet actually provide some degree of dynamic
"push-off" during late stance.
• Cosmetic.
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Prosthetic Feet
Four types of prosthetic feet:
• SACH
• Single axis foot
• Multi-axis foot
• Dynamic (energy storage)
Ref: Ch 18B Atlas of limb prosthetics
SACH Foot
Solid Ankle – Cushioned Heel
Simulates joint movement by compression of the heel
wedge.
Stable, light weight, low cost, easy to use, provides
shock absorption, no moving parts, cosmetic
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Single Axis and Multi-axis foot
1 DOF
Ankle plantar flexion and
dorsiflexion
Heavier than SACH
3 DOF
Allows motion in three planes
Heavier than single axis
Less stable
Reminder about deformation
• Stress and strain
• Hooke’s Law (linear)
• Can also be non-linear
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What is Strain Energy?
• Kinetic , potential energy
• Conservation of energy
• Strain energy
• Example springs
• U = ½ se (per unit volume)
• Total strain energy depends on volume
Dynamic Energy-Storage Feet
Carbon and
carbon
composite
springs store
energy
Dorsiflexion moment allows
the spring to compress or
distort, thereby absorbing
energy that is released
during push-off, and aids in
propelling the patient
forward.
Otto Bock C-Walk
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Pylon Feet
Pylon feet store and release energy
both in the lower foot complex as well
as through deformation of the vertical
shank portion of the system. This
creates higher levels of elasticity in the
system and provides benefits in
recreational sports while not
compromising the function during
everyday activities.
The very low distal weight of these
products and their narrow, easily
finished construction provide
additional advantages
Carbon/ carbon-
polyurethane
springs
Very Light weight
Rehabilitation Engineering
Rehabilitation Equipment for Paralysis
You need to be the DESIGNER
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Paralysis
Paralysis is most often caused by damage in the nervous system,
especially the spinal cord. Other major causes are stroke, trauma
with nerve injury, or damage (disease) to the muscles.
Among the types of paralysis:
• Paraplegia (legs)
• Quadriplegia (arms and legs)
• Arm (after stroke)
How can we help patients with paralysed or weak muscles???
• Rehabilitation robots (robotic exoskeleton)
• Functional electrical stimulation
• Brain computer interface for:
oDevice control
M Taher
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What would you design for arm paralysis after stroke?
A device that can move the arm.
Recall design requirements:
What is the actuator?
What is the control source?
How do you attach it to arm?
Neuro - Robotic Arm Brace
• Developed at MIT
• The mPower 1000 is indicated for
use to facilitate the following:
• (1) Brain injury rehabilitation by
muscle re-education.
• (2) Maintain or increase range of
motion.
Actuator: Motor
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Input to device:
• EMG recorded using Surface electrodes.
Placement on Biceps and Triceps Muscles.
• EMG signals indicate the desire to move elbow.
• Control signal sent to elbow motor.
• Range of Motion: 3-to-130 Degrees
http://www.myomo.com/myomo-solutions-mPower-1000
What if we want a paraplegic to walk???
Bionic Walker
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Ekso™ is the bionic
exoskeleton that
allows
wheelchair users to
stand and walk.
Actuators: Hip and knee motors
Control: external user control for step length and cadence. Stand and
sit. (see next slide)
Power: batteries
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• Choice of 3 Walk Modes
• 1. FirstStep™A physical therapist actuates steps with a button push.
The user progresses from sit to stand and using a walker to walking
with crutches, often in their first session.
• 2. ActiveStep™User take control of actuating their steps via buttons
on the crutches or walker.
• 3. ProStep™The user achieves the next step by moving their hips
forward and shifting them laterally. The Ekso device recognizes that
the user is in the correct position and steps.
Ekso Bionics
• http://www.nytimes.com/video/2012/09/12/technology/100000001
778614/bionic-suits-aid-paraplegics.html
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What if there is damage to the nerves but the muscles are intact.
What do you suggest???
Functional Electrical Stimulation (FES) or
(TENS)
It is a technique that causes a paralyzed muscle to contract
through the use of an electrical current.
To design an orthotic device: you need to know WHEN to
activate the muscle.
M Taher
Components: sensing, decision making, activation
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Orthotic FES
• The actuator is the muscle
• The force produced by the stimulated muscle depends on the pulse
amplitude, duration, and frequency as well as the shape of the pulse
train.
• Joint angles can be controlled by modulating the intensity of
stimulation delivered to the flexor and extensor muscles, which
actuate the joint in opposite directions.
Application 1: Drop Foot correction
FES of 1 muscle
Challenge: Control ..
Ankle dorsiflexion must be at the
correct time for normal gait
Solution: Must track continuously
where we are in the gait cycle
M Taher
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Muscle stimulation causes
ankle dorsiflexion
The challenge is
to select the
correct
transducer to get
the timing
accurately
M Taher
Application 2: Walking Assist
FES of 2/3 muscles
• Cases of hemiplegia or hemiparesis (muscle
weakness)
• 1 FES circuit + Wireless electrodes for:
➢knee (flexion and/or extension)
➢ankle dorsiflexion
• Transducers (to detect timing in the gait cycle)
• Microcontroller to sequentially stimulate
selected muscles.
M Taher
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Walking Assist
FES for knee and ankle
Wireless
Brain Computer Interface (BCI)
Objective: to detect the user's
commands from EEG signal
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Recording EEG signals
Electrode cap
Wireless electrode headset
Challenge of
reducing number
of electrodes, and
selecting the best
locations
M Taher
Simple EEG Signal
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Subject is trained to visualise 1 or 2 motor tasks.
EEG processing, classification, machine learning/ training
Output can be used for control.
Example:
Wheelchair
Orthosis
Prosthetic arm….