The document describes a project to develop a robotic wheelchair that can be controlled using eye blink sensors and an accelerometer. The wheelchair would also allow the user to control home appliances like lights and fans. The proposed system uses an Arduino microcontroller along with eye blink sensors, an accelerometer, motors, and other components. A preliminary prototype was developed that allows wheelchair movement and steering via eye blinks and head tilts, as well as appliance control. The authors conclude that the eye response system works well for wheelchair control and aim to add more sensors to improve user interaction.
This document provides details about a project to create a smart wheelchair that can be controlled through hand gestures. A robotic arm is attached to the wheelchair to allow objects to be manipulated. The wheelchair and arm will be controlled by an Arduino using image processing of hand gestures from a camera. Inverse kinematics algorithms will be used to position the robotic arm. The project aims to help people with disabilities move freely and interact with objects.
Design and Development of Smart Wheelchair for Physically Disable peopleIRJET Journal
The document describes a proposed system to control a wheelchair using eye movements. Key points:
1. The system uses a camera mounted on the wheelchair to capture images of the user's eyes.
2. Eye movement detection software analyzes the images to determine gaze direction and sends commands to an Arduino board.
3. The Arduino board controls motors that move the wheelchair in the direction corresponding to the user's eye gaze, allowing quadriplegic users to navigate independently.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
IRJET- Advanced Voice Operating Wheelchair using ArduinoIRJET Journal
This document describes a proposed design for an advanced voice-operated wheelchair using Arduino. It begins with an abstract that outlines using voice recognition to help quadriplegics control an electric wheelchair. It then reviews related literature on voice-controlled wheelchairs. The document presents the problem that some wheelchair users have difficulty using standard joystick controls. It proposes a model using Arduino, a voice recognition module, motors, and other components. Finally, it explains the methodology and working process, where voice commands are recognized and used to send signals controlling the wheelchair motors and motion.
Multi-faceted Wheelchair control InterfaceIRJET Journal
1) The document discusses a proposed multi-faceted wheelchair control interface that allows users to control a wheelchair through both a touchscreen and voice commands.
2) It aims to provide elderly and disabled individuals with greater independence and mobility by making wheelchair control more user-friendly.
3) The proposed system uses speech recognition and a mobile application to allow users to locate the wheelchair and give it voice commands to navigate toward the user or move in different directions.
PPT Format For Project Stage - 1 Presentation 2022-23.pptxshubhamrakshe6
The document provides details of a project to develop a hand gesture controlled wheelchair. It includes an introduction describing the need for such a wheelchair and how existing systems have limitations. It outlines the aims and objectives of making the wheelchair simple, cheap and easy to operate. It also includes sections on the literature survey, system development including block diagrams, circuit diagrams, PCB layout, flowchart, component list and costing. The document discusses the advantages and disadvantages as well as potential applications and includes a project schedule. It provides conclusions on capabilities and potential future improvements with references cited.
EYE MOVEMENT OR HAND GESTURE BASED WHEELCHAIR CONTROL USING ACCELEROMETER AND...IRJET Journal
- The document describes a proposed system to control a wheelchair using eye movement or hand gestures for people with paralysis or disabilities like ALS.
- The system uses a Raspberry Pi connected to a Pi camera and accelerometer to detect eye movements or hand gestures. Eye movements or hand gestures are used as inputs to control motors and move the wheelchair in different directions.
- The goal is to allow paralyzed people to move independently without relying on others for mobility by using the only muscles they can control - their eyes or hand gestures if partially paralyzed.
This document provides details about a project to create a smart wheelchair that can be controlled through hand gestures. A robotic arm is attached to the wheelchair to allow objects to be manipulated. The wheelchair and arm will be controlled by an Arduino using image processing of hand gestures from a camera. Inverse kinematics algorithms will be used to position the robotic arm. The project aims to help people with disabilities move freely and interact with objects.
Design and Development of Smart Wheelchair for Physically Disable peopleIRJET Journal
The document describes a proposed system to control a wheelchair using eye movements. Key points:
1. The system uses a camera mounted on the wheelchair to capture images of the user's eyes.
2. Eye movement detection software analyzes the images to determine gaze direction and sends commands to an Arduino board.
3. The Arduino board controls motors that move the wheelchair in the direction corresponding to the user's eye gaze, allowing quadriplegic users to navigate independently.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
IRJET- Advanced Voice Operating Wheelchair using ArduinoIRJET Journal
This document describes a proposed design for an advanced voice-operated wheelchair using Arduino. It begins with an abstract that outlines using voice recognition to help quadriplegics control an electric wheelchair. It then reviews related literature on voice-controlled wheelchairs. The document presents the problem that some wheelchair users have difficulty using standard joystick controls. It proposes a model using Arduino, a voice recognition module, motors, and other components. Finally, it explains the methodology and working process, where voice commands are recognized and used to send signals controlling the wheelchair motors and motion.
Multi-faceted Wheelchair control InterfaceIRJET Journal
1) The document discusses a proposed multi-faceted wheelchair control interface that allows users to control a wheelchair through both a touchscreen and voice commands.
2) It aims to provide elderly and disabled individuals with greater independence and mobility by making wheelchair control more user-friendly.
3) The proposed system uses speech recognition and a mobile application to allow users to locate the wheelchair and give it voice commands to navigate toward the user or move in different directions.
PPT Format For Project Stage - 1 Presentation 2022-23.pptxshubhamrakshe6
The document provides details of a project to develop a hand gesture controlled wheelchair. It includes an introduction describing the need for such a wheelchair and how existing systems have limitations. It outlines the aims and objectives of making the wheelchair simple, cheap and easy to operate. It also includes sections on the literature survey, system development including block diagrams, circuit diagrams, PCB layout, flowchart, component list and costing. The document discusses the advantages and disadvantages as well as potential applications and includes a project schedule. It provides conclusions on capabilities and potential future improvements with references cited.
EYE MOVEMENT OR HAND GESTURE BASED WHEELCHAIR CONTROL USING ACCELEROMETER AND...IRJET Journal
- The document describes a proposed system to control a wheelchair using eye movement or hand gestures for people with paralysis or disabilities like ALS.
- The system uses a Raspberry Pi connected to a Pi camera and accelerometer to detect eye movements or hand gestures. Eye movements or hand gestures are used as inputs to control motors and move the wheelchair in different directions.
- The goal is to allow paralyzed people to move independently without relying on others for mobility by using the only muscles they can control - their eyes or hand gestures if partially paralyzed.
IRJET- Baby Cradle using Single Slider Crank MechanismIRJET Journal
This document describes the design of a baby cradle that uses a single slider crank mechanism to provide automatic oscillating motion. The cradle is intended to reduce the effort required by parents to manually rock a baby cradle. It works by using a DC motor to power the slider crank mechanism, which converts the rotational motion of the motor into an oscillating motion of the cradle. The cradle can operate at two different speeds and is meant to allow parents to attend to other tasks while the baby is gently rocked in the automated cradle.
This document summarizes a research paper on developing a voice-controlled reclining wheelchair. The wheelchair is designed to give physically handicapped individuals more independence and freedom of mobility. It uses a voice recognition module and microcontroller to allow users to control the wheelchair's movement and reclining position using voice commands. Servomotors and actuators enable the reclining functionality, allowing the chair to fully recline like a bed. The goal is to create an affordable assistive device that improves users' quality of life. The researchers describe the device's components, operation, advantages, and conclude it can help reduce caregivers' workload while enhancing disabled individuals' autonomy.
This document summarizes a seminar presentation on bionic eyes. It introduces bionic eyes as visual prosthetics that aim to restore or enhance vision using advanced technologies. It describes the key components of bionic eyes as cameras to capture visual information, processors to process the images, and electrode arrays implanted in the retina. It discusses applications for restoring vision and addressing eye conditions, as well as advantages like improved mobility and quality of life. Limitations include less detailed vision than natural eyes and high costs. The future of bionic eyes may include enhanced resolution, expanded fields of view, wireless technologies, and broader applications.
This document describes a student project to develop a real-time eye gaze tracking system using a low-cost webcam. It provides background on eye tracking research and methods, including a brief history and modern techniques like video-based and invasive methods. It then discusses the general concepts and tools used in the project, including the structure of the human eye, Purkinje images, infrared light, webcams, and MATLAB. The implementation, applications, results and future improvements are also summarized.
Modeling and Manufacturing of Powered vehicle for physically challenged peopleIJMER
This vehicle is suitable for physically challenged or disabled people. I proposed complete
customized solutions for physically challenged drivers and patents also. This proposed vehicle
successfully dealing with electric and Hybrid vehicle Conversions. In the market they are so many
vehicles are designed for physically challenged peoples but my proposed system is a luxurious vehicle.
Luxurious means vehicle which is automotive electrical vehicle and provide good hospitality to PCP’s.
Vehicle conversion products which enable the person to drive a vehicle with the help of his/her hands or
using only one limb. With a disability, it can be very difficult to drive. Hand controls can make this much
easier with more control and faster response times. Vehicle hand controls are suitable for almost any
make and model car on the road today.
This document describes a hand gesture controlled wheelchair system developed to help physically challenged individuals navigate independently. The system uses a camera to capture the user's hand gestures in real-time. The images are processed by a microprocessor which applies an image recognition algorithm to identify the gestures. Based on the recognized gestures, instructions are sent to a motor driver to control the wheelchair's movement forward, backward, left or right. The goal is to enhance mobility and confidence for elderly and disabled users through a contactless gesture control system.
The researchers designed and developed an EOG-controlled electric wheelchair system for patients with quadriplegia. Quadriplegia results in total or partial loss of use of all four limbs from neurological disease or spinal cord injury. The EOG recorder captures eye blinks and movements to control the wheelchair. The total cost is around 20,000 BDT, much lower than commercial options over 80,000 BDT. With funding and support, the system could be commercialized and costs reduced further through mass production, benefiting rural and low-income Bangladeshis with disabilities.
IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...IRJET Journal
This document presents a proposed system for an improved smart assistant for physically challenged persons using the Internet of Things. The system would provide an intelligent wheelchair with accident and fall detection, live tracking via GPS, and an emergency alert button. It aims to increase independence and safety for disabled users. The wheelchair would detect if the user falls using an accelerometer sensor and notify caregivers or emergency services. It would also allow caregivers to view the wheelchair's real-time location through a mobile app. The system aims to reduce accidents and response times to help physically challenged people.
It consisting Mobile app, Arduino, Bluetooth Receiver module, L293D ic etc. The movement of robot is controlled by the voice which catch by the microphone inside the mobile.
DESIGN AND FABRICATION OF ATTACHABLE WHEELCHAIR AUTOMATORIRJET Journal
This document describes the design and fabrication of an attachable automator for wheelchairs. It aims to make paraplegic patients more independent by converting their manual wheelchair into a motorized one. The automator attaches to existing wheelchairs through clamps and is powered by lithium-sulfur batteries. It uses a hub motor and disc brakes for safety. The automator is designed through CAD software and tested through simulation to be lightweight, durable, safe, and affordable at under Rs. 20,000. Its larger front wheel allows for uneven terrain. The automator seeks to improve mobility and quality of life for paraplegic patients in a cost-effective and sustainable manner.
The document describes an audio guidance system project to help visually impaired people navigate independently. The system aims to provide information to avoid obstacles through a portable, easy-to-use and low-cost device. It faces challenges in developing sensors with long range at low power consumption. The project details include hardware components in a block diagram, circuit schematic, and software flowchart. It also covers the initial construction, final circuit, product and constraints of affordability, simplicity and small size and power usage.
ALTERNATE EYES FOR BLIND advanced wearable for visually impaired peopleIRJET Journal
This document describes a proposed wearable device called the "Third Eye for Blind" that aims to help visually impaired people navigate indoor environments independently. The device uses an ultrasonic sensor and microcontroller to detect nearby obstacles and alert the user via vibration and sound from a buzzer. As the distance to an obstacle decreases, the intensity of the vibration and sound increases. The goal is to provide a low-cost, compact, and easy-to-use solution to help the visually impaired avoid collisions while navigating indoor spaces unassisted. The document outlines the motivation, proposed system design and components, working principles, results of testing, and conclusions that such a wearable device could significantly benefit visually impaired individuals and communities.
1. The document describes a project to develop a hand gesture-controlled wheelchair using accelerometers as sensors to detect movement.
2. The wheelchair aims to provide independence and mobility to individuals with physical disabilities. By using hand gestures to control the wheelchair, it reduces reliance on others and offers a pathway to greater autonomy.
3. The wheelchair design incorporates an Arduino, wireless transceiver, accelerometer, gyroscope, motor drivers, motors, batteries, and other components. It analyzes hand gesture data to control the wheelchair's forward, backward, left, and right movements.
The document proposes an eye gaze-based electric wheelchair control system (EBEWC) that is controlled solely by human eyes. It aims to allow disabled individuals to safely and easily control a wheelchair independently. The system uses a laptop camera to track eye movements and detect the pupil location in order to select numbers, functions, and commands on a GUI to control the wheelchair. It aims to be robust against factors like different users, illumination changes, movement, and vibration. The design flow involves using OpenCV for image analysis tasks like face detection and eye pupil position computation to determine eye gaze direction and select commands to control the wheelchair via a microcontroller.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
Smart Wheelchair with Trolley for Elderly PeopleIRJET Journal
This document describes a smart wheelchair with a trolley system controlled by hand gestures for elderly and disabled people. The system uses an accelerometer sensor in a wearable gesture belt to detect hand movements and send signals wirelessly to control motors that move the wheelchair in different directions, such as forward, backward, left, and right. A trolley is also attached to allow disabled users to move items with them independently. The goal is to improve mobility and independence for disabled individuals through an affordable gesture-controlled wheelchair and trolley system.
IRJET- Smart Wheelchair with Object Detection using Deep LearningIRJET Journal
This document summarizes a research paper on developing a smart wheelchair that can detect objects and be controlled through eye movement detection using deep learning. The wheelchair is intended to help disabled people with limited mobility. A camera is mounted on the wheelchair to capture the user's eye movements. Computer vision and deep learning techniques are used to analyze the eye images and detect the movement direction. Arduino then sends control signals to motors to move the wheelchair in the intended direction. Ultrasonic sensors are also used to detect any obstacles and avoid collisions while moving. The system aims to provide independent and obstacle-free mobility through a user-friendly eye-based interface without requiring physical strength.
Eye Monitored wheel Chair by using Matlab Prasanna Kumar
This document describes an eye monitored wheelchair controlled by head movements. A webcam is used to capture the user's eye movements which are processed using MATLAB to detect the direction of movement. MATLAB sends signals corresponding to the eye movements to a microcontroller over serial communication. The microcontroller controls DC motors through an motor driver IC to move the wheelchair in the desired direction based on the eye movement signals. The project aims to help quadriplegic people by enabling them to control a wheelchair using their ability to move their head and eyes.
This document describes an IOT-operated wheelchair that can be controlled through hand gestures. The wheelchair was implemented using an Android smartphone equipped with an accelerometer sensor for gesture recognition, a microcontroller, DC motors, an H-bridge motor driver, and Bluetooth. The wheelchair can move forward, backward, left and right based on gestures detected by the smartphone accelerometer. It is intended to help elderly and physically disabled users navigate inside their homes independently without external assistance. Some potential applications mentioned include use in hospitals and for disabled patients.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
IRJET- Baby Cradle using Single Slider Crank MechanismIRJET Journal
This document describes the design of a baby cradle that uses a single slider crank mechanism to provide automatic oscillating motion. The cradle is intended to reduce the effort required by parents to manually rock a baby cradle. It works by using a DC motor to power the slider crank mechanism, which converts the rotational motion of the motor into an oscillating motion of the cradle. The cradle can operate at two different speeds and is meant to allow parents to attend to other tasks while the baby is gently rocked in the automated cradle.
This document summarizes a research paper on developing a voice-controlled reclining wheelchair. The wheelchair is designed to give physically handicapped individuals more independence and freedom of mobility. It uses a voice recognition module and microcontroller to allow users to control the wheelchair's movement and reclining position using voice commands. Servomotors and actuators enable the reclining functionality, allowing the chair to fully recline like a bed. The goal is to create an affordable assistive device that improves users' quality of life. The researchers describe the device's components, operation, advantages, and conclude it can help reduce caregivers' workload while enhancing disabled individuals' autonomy.
This document summarizes a seminar presentation on bionic eyes. It introduces bionic eyes as visual prosthetics that aim to restore or enhance vision using advanced technologies. It describes the key components of bionic eyes as cameras to capture visual information, processors to process the images, and electrode arrays implanted in the retina. It discusses applications for restoring vision and addressing eye conditions, as well as advantages like improved mobility and quality of life. Limitations include less detailed vision than natural eyes and high costs. The future of bionic eyes may include enhanced resolution, expanded fields of view, wireless technologies, and broader applications.
This document describes a student project to develop a real-time eye gaze tracking system using a low-cost webcam. It provides background on eye tracking research and methods, including a brief history and modern techniques like video-based and invasive methods. It then discusses the general concepts and tools used in the project, including the structure of the human eye, Purkinje images, infrared light, webcams, and MATLAB. The implementation, applications, results and future improvements are also summarized.
Modeling and Manufacturing of Powered vehicle for physically challenged peopleIJMER
This vehicle is suitable for physically challenged or disabled people. I proposed complete
customized solutions for physically challenged drivers and patents also. This proposed vehicle
successfully dealing with electric and Hybrid vehicle Conversions. In the market they are so many
vehicles are designed for physically challenged peoples but my proposed system is a luxurious vehicle.
Luxurious means vehicle which is automotive electrical vehicle and provide good hospitality to PCP’s.
Vehicle conversion products which enable the person to drive a vehicle with the help of his/her hands or
using only one limb. With a disability, it can be very difficult to drive. Hand controls can make this much
easier with more control and faster response times. Vehicle hand controls are suitable for almost any
make and model car on the road today.
This document describes a hand gesture controlled wheelchair system developed to help physically challenged individuals navigate independently. The system uses a camera to capture the user's hand gestures in real-time. The images are processed by a microprocessor which applies an image recognition algorithm to identify the gestures. Based on the recognized gestures, instructions are sent to a motor driver to control the wheelchair's movement forward, backward, left or right. The goal is to enhance mobility and confidence for elderly and disabled users through a contactless gesture control system.
The researchers designed and developed an EOG-controlled electric wheelchair system for patients with quadriplegia. Quadriplegia results in total or partial loss of use of all four limbs from neurological disease or spinal cord injury. The EOG recorder captures eye blinks and movements to control the wheelchair. The total cost is around 20,000 BDT, much lower than commercial options over 80,000 BDT. With funding and support, the system could be commercialized and costs reduced further through mass production, benefiting rural and low-income Bangladeshis with disabilities.
IRJET- An Ameliorated Methodology of Smart Assistant to Physically Challenged...IRJET Journal
This document presents a proposed system for an improved smart assistant for physically challenged persons using the Internet of Things. The system would provide an intelligent wheelchair with accident and fall detection, live tracking via GPS, and an emergency alert button. It aims to increase independence and safety for disabled users. The wheelchair would detect if the user falls using an accelerometer sensor and notify caregivers or emergency services. It would also allow caregivers to view the wheelchair's real-time location through a mobile app. The system aims to reduce accidents and response times to help physically challenged people.
It consisting Mobile app, Arduino, Bluetooth Receiver module, L293D ic etc. The movement of robot is controlled by the voice which catch by the microphone inside the mobile.
DESIGN AND FABRICATION OF ATTACHABLE WHEELCHAIR AUTOMATORIRJET Journal
This document describes the design and fabrication of an attachable automator for wheelchairs. It aims to make paraplegic patients more independent by converting their manual wheelchair into a motorized one. The automator attaches to existing wheelchairs through clamps and is powered by lithium-sulfur batteries. It uses a hub motor and disc brakes for safety. The automator is designed through CAD software and tested through simulation to be lightweight, durable, safe, and affordable at under Rs. 20,000. Its larger front wheel allows for uneven terrain. The automator seeks to improve mobility and quality of life for paraplegic patients in a cost-effective and sustainable manner.
The document describes an audio guidance system project to help visually impaired people navigate independently. The system aims to provide information to avoid obstacles through a portable, easy-to-use and low-cost device. It faces challenges in developing sensors with long range at low power consumption. The project details include hardware components in a block diagram, circuit schematic, and software flowchart. It also covers the initial construction, final circuit, product and constraints of affordability, simplicity and small size and power usage.
ALTERNATE EYES FOR BLIND advanced wearable for visually impaired peopleIRJET Journal
This document describes a proposed wearable device called the "Third Eye for Blind" that aims to help visually impaired people navigate indoor environments independently. The device uses an ultrasonic sensor and microcontroller to detect nearby obstacles and alert the user via vibration and sound from a buzzer. As the distance to an obstacle decreases, the intensity of the vibration and sound increases. The goal is to provide a low-cost, compact, and easy-to-use solution to help the visually impaired avoid collisions while navigating indoor spaces unassisted. The document outlines the motivation, proposed system design and components, working principles, results of testing, and conclusions that such a wearable device could significantly benefit visually impaired individuals and communities.
1. The document describes a project to develop a hand gesture-controlled wheelchair using accelerometers as sensors to detect movement.
2. The wheelchair aims to provide independence and mobility to individuals with physical disabilities. By using hand gestures to control the wheelchair, it reduces reliance on others and offers a pathway to greater autonomy.
3. The wheelchair design incorporates an Arduino, wireless transceiver, accelerometer, gyroscope, motor drivers, motors, batteries, and other components. It analyzes hand gesture data to control the wheelchair's forward, backward, left, and right movements.
The document proposes an eye gaze-based electric wheelchair control system (EBEWC) that is controlled solely by human eyes. It aims to allow disabled individuals to safely and easily control a wheelchair independently. The system uses a laptop camera to track eye movements and detect the pupil location in order to select numbers, functions, and commands on a GUI to control the wheelchair. It aims to be robust against factors like different users, illumination changes, movement, and vibration. The design flow involves using OpenCV for image analysis tasks like face detection and eye pupil position computation to determine eye gaze direction and select commands to control the wheelchair via a microcontroller.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
Smart Wheelchair with Trolley for Elderly PeopleIRJET Journal
This document describes a smart wheelchair with a trolley system controlled by hand gestures for elderly and disabled people. The system uses an accelerometer sensor in a wearable gesture belt to detect hand movements and send signals wirelessly to control motors that move the wheelchair in different directions, such as forward, backward, left, and right. A trolley is also attached to allow disabled users to move items with them independently. The goal is to improve mobility and independence for disabled individuals through an affordable gesture-controlled wheelchair and trolley system.
IRJET- Smart Wheelchair with Object Detection using Deep LearningIRJET Journal
This document summarizes a research paper on developing a smart wheelchair that can detect objects and be controlled through eye movement detection using deep learning. The wheelchair is intended to help disabled people with limited mobility. A camera is mounted on the wheelchair to capture the user's eye movements. Computer vision and deep learning techniques are used to analyze the eye images and detect the movement direction. Arduino then sends control signals to motors to move the wheelchair in the intended direction. Ultrasonic sensors are also used to detect any obstacles and avoid collisions while moving. The system aims to provide independent and obstacle-free mobility through a user-friendly eye-based interface without requiring physical strength.
Eye Monitored wheel Chair by using Matlab Prasanna Kumar
This document describes an eye monitored wheelchair controlled by head movements. A webcam is used to capture the user's eye movements which are processed using MATLAB to detect the direction of movement. MATLAB sends signals corresponding to the eye movements to a microcontroller over serial communication. The microcontroller controls DC motors through an motor driver IC to move the wheelchair in the desired direction based on the eye movement signals. The project aims to help quadriplegic people by enabling them to control a wheelchair using their ability to move their head and eyes.
This document describes an IOT-operated wheelchair that can be controlled through hand gestures. The wheelchair was implemented using an Android smartphone equipped with an accelerometer sensor for gesture recognition, a microcontroller, DC motors, an H-bridge motor driver, and Bluetooth. The wheelchair can move forward, backward, left and right based on gestures detected by the smartphone accelerometer. It is intended to help elderly and physically disabled users navigate inside their homes independently without external assistance. Some potential applications mentioned include use in hospitals and for disabled patients.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
Adaptive synchronous sliding control for a robot manipulator based on neural ...IJECEIAES
Robot manipulators have become important equipment in production lines, medical fields, and transportation. Improving the quality of trajectory tracking for
robot hands is always an attractive topic in the research community. This is a
challenging problem because robot manipulators are complex nonlinear systems
and are often subject to fluctuations in loads and external disturbances. This
article proposes an adaptive synchronous sliding control scheme to improve trajectory tracking performance for a robot manipulator. The proposed controller
ensures that the positions of the joints track the desired trajectory, synchronize
the errors, and significantly reduces chattering. First, the synchronous tracking
errors and synchronous sliding surfaces are presented. Second, the synchronous
tracking error dynamics are determined. Third, a robust adaptive control law is
designed,the unknown components of the model are estimated online by the neural network, and the parameters of the switching elements are selected by fuzzy
logic. The built algorithm ensures that the tracking and approximation errors
are ultimately uniformly bounded (UUB). Finally, the effectiveness of the constructed algorithm is demonstrated through simulation and experimental results.
Simulation and experimental results show that the proposed controller is effective with small synchronous tracking errors, and the chattering phenomenon is
significantly reduced.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Recycled Concrete Aggregate in Construction Part III
pres phase2(R2)-1.pptx
1. Final Year Project Phase-2 (Review1)
on
“ROBOTIC WHEELCHAIR USING EYE BLINK
SENSORS AND ACCELEROMETER
PROVIDED WITH HOME APPLIANCE
CONTROL”
Proje
ct
Group
No. 20
Name of the Student University SeatNumber
Ms. Rohini Mathapati 2BU17EC043
Mr. Sourabha Joshi 2BU17EC061
Mr. Sumeet Gurav 2BU17EC063
Ms. Uma Patil 2BU17EC069
Under the Guidance of
Prof. Narayan Badiger
Assistant Professor, Dept. of E&CE
S. G. Balekundri Institute of Technology, Belagavi-10
S. S. Education Trust’s
S. G. BALEKUNDRI INSTITUTE OF TECHNOLOGY
( Approved by AICTE New Delhi & Affiliated to VTU, Belagavi )
SHIVABASAVA NAGAR, BELAGAVI – 590010, KARNATAKA - INDIA
2. ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
December 11,
2022
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3. Contents
Abstract
Introduction
Related Work
Problem Statement
Objectives
Proposed Methodology
Results and Discussion
Advantages and Applications
Conclusion and Future Scope
References
Supervisor Details
Project Team Details
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
4. Abstract
• According to a new report prepared jointly by the World Health Organization and the
World Bank, 15 percent of the world‘s population is disabled.
• The use of powered wheelchairs with high navigational intelligence is one of the great
steps towards the integration of severely physically disabled and mentally handicapped
people.
• Driving a wheelchair is a tedious task for severely handicapped persons, unless they
use the tongue to control the joystick.
• Simultaneously blind and paraplegic people deal with two problems, which creates
uneasy situation for them.
ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
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5. Introduction
• A powered wheelchair is a device designed
to assist walking or otherwise improve
the mobility of disable person.
• It can controlled by different kinds e.g.
joystick or head control which may not be
able to reached for all people so use of eye
controlled wheelchair by using eye tracker is
possible to control.
.
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
6. Related Work
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
AUTHOR TITLE YEAR SUMMARY LIMITATIONS
C.Nelson
Nikita S.
Badas
R.W.C using EBS
and Acc provided
with home
Appliances
2014 This allows the end user to perform safe
movements & accomplish some daily life
important tasks. This uses eye blink and head tilt
movement to move the wheelchair.
• Eye motion is difficult to control at times
and becomes difficult to give directions to
the wheelchair.
R. Divya
Akila Aniyan.
Automatic
wheelchair with
eventual
application
2015 User can command and control some home
appliances like lighting ON and OFF mechanism,
Head movements are used for directing and
control.
• They are significantly heavier than
manual wheelchair.
• They are difficult to transport.
• You will need to be conscious of power
usage.
R. Leela
A. Joshi
B. Agasthiya
U. K Arthiee
E. Jameela
S. Youshita
Android Based
Automated
wheelchair
control
2017 The handicapped person gives their voice to the
android mobile, output of the mobile is given to
the microcontroller and the proposed system
moment is controlled using Bluetooth module
with the help of DC motor.
• Requires smartphone for operation as a
accelerometer is the main device over
which thwe main system is dependent.
• Battery recharging is needed so
smartphone battery and battery to drive
the motor have to periodically recharge
and maintained.
A.A Mohmd
N.F Khaiuudin
R. Jailani
L.H Basisun
Motorised
wheelchair with
multicontrol
system
2020 This motorized wheelchair assists the disable
people to gain confident level to reach their
destination. The motorized wheelchair consists of
few interesting features such as allow the user to
whether to control the wheelchair using eye
moment or by using mobile application.
• Time consuming to use.
• Wheelchair user must be dependent on
others for securement.
• Often difficult to identify appropriate
securement locations on wheelchair.
7. Problem Statement
A segment of disabled community finds it difficult or impossible to use
wheelchairs independently. The population includes ,but is not limited to
individuals with low muscular power, spasticity, tremors or cognitive deficits.
These individuals often lack independent mobility and rely on a caregiver to
push them in a manual wheelchair.
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
8. Objectives
• Assuring collision free travel aiding the performance of specific tasks.
• Productivity about steering and manuring tasks. Assuring easy control.
• Eye blink sensors are used to provide mobility to the wheelchair.
• To provide independent mobility to individual neutralizing the caretaker.
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
9. Proposed Methodology
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GENERAL BLOCK DIAGRAM OF WHEELCHAIR CONTROL
Micro
Controller
(Arduino
UNO)
Eye Blink
Sensor (IR
sensor)
Accelerometer
(ADXL335)
aADC
BBattery
Obstacle sensor
(Ultrasonic sensor)
DC Motor1
DC Motor 2
DC
Motor
Driver
(L298N)
RF
Transmitter
ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
10. Proposed Methodology (cont….)
GENERAL BLOCK DIAGRAM OF HOME APPLIANCE CONTROL
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2022
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Micro
Controller
(Arduino
UNO)
Accelerometer
(ADXL335)
ADC
RF
Receiver
Light
Relay
Fan
Relay
ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
11. Results & Discussions
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
The wheelchair that is controlled by Eye Blink Sensor and the Accelerometer is
successfully designed. We are also able to control the various devices in the
room from the wheelchair itself using the Accelerometer.
12. Receiver part
Results & Discussions
(Cont..)
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
Steering of the wheelchair using the eye
blink sensor and accelerometer
13. Comparison of Proposed Model
The proposed method is compared with existing method and it is found that the
performance of the proposed method is better than the existing method in terms of
productivity, collision free travel, accuracy
14. Advantages
• User Friendly.
• Reduces the human activity.
• Reduces the physical strain.
• Helpful for the paralysis stroke people who don’t have stamina in the hands.
• Spontaneous output.
• Increases the number of disabled people in employment.
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
15. Applications
• Hospitals.
• Health care centers.
• Old age home.
• Physically handicapped individuals.
• Home.
• As a robot to carry goods in industries.
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
16. Conclusion and Future Scope
• This project presents the model of a wheelchair that is controlled using eye blink sensors and
accelerometer.
• Eye blink sensor is used to control the start and stop motion of the wheelchair. The
accelerometer is controlled by the head tilt motion and is used to steer the wheelchair.
• Along with making the movement and control of the wheelchair easy for a handicapped
person we also try to provided a way to communicate with the various devices in the room
again using head tilt motion and through a RF transmitter receiver.
• To make the system more interact with patient we have to add some additional sensors.
Based on the results obtained we conclude that the eyeball response towards normal subjects
and hemiplegic patients is very prominent and gives a wide range of movements. Thus the
wheel chair moves in all required directions with good response.
ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
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17. References
[1]Manuel Mazo, Francisco J. Rodriguez, Josil. L,Zaro, Jesiis Ureia, Juan C. Garcia “Wheelchair for
Physically Disabled People with Voice, Ultrasonic and Infrared Sensor Control”, Autonomous Robots,
1995, Volume 2, Issue 3, PP 203-224
[2]Sonal Awasthi & Prof. Atul Joshi “MEMS Accelerometer Based System for Motion Analysis”,
INTERNATIONAL CONFERENCE ON ELECTRONICS AND COMMUNICATION SYSTEMS(ICECS ),
2015 .
[3]C.Nelson Nikita S. Badas “R.W.C using EBS and Acc provided with home Appliances”, 2014.
[4]R. Divya Akila Aniyan “Automatic wheelchair with eventual application”, IJSTE - International Journal of
Science Technology & Engineering, Volume 2 , Issue 05, November 2015
[5]A.A Mohd, N.F Khaiuudin, R. Jailani, L.H Basisun “Motorised wheelchair with multicontrol system”,
University of New South Wales, 2020.
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
18. Supervisor Details
Prof. Narayan A. Badiger
Assistant Professor
Dept., of Electronics & Communication Engineering
S. G. Balekundri Institute of Technology
Belagavi-590010, Karnataka, India.
Email: narayanab@sgbit.edu.in
Phone: 8861492074
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
https://scholar.google.com/citations?hl=en&us
er=FTBPorgAAAAJ
https://www.researchgate.net/profile/Narayan
-Ab-2
Google Scholar
Research Gate
19. Project Team Details
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL
Ms. Uma S. Patil is a student of Electronics and Communication Engineering from S. G. Balekundri
Institute of Technology, Belagavi. She is a member of Electronics and Telecommunication Engineers
(IETE). She has completed one month internship program on Internet of Things and embedded c. Her
research interest includes Internet of Things and Automation.
Ms. Rohini M. Mathapati is a student of Electronics and Communication Engineering from S. G. Balekundri
Institute of Technology, Belagavi. She is a member of Electronics and Telecommunication Engineers (IETE).
She has participated in workshops on Internet of Things and also completed one month internship program on
Sensors. Her research interest includes Internet of Things and Automation.
Mr. Sourabha Joshi is a student of Electronics and Communication Engineering from S. G.
Balekundri Institute of Technology, Belagavi. He is a member of Electronics and Telecommunication
Engineers (IETE). He has participated in workshops on Internet of Things and also completed one
month internship program on Python_ML. His research interest includes Internet of Things and
Automation.
Mr. Sumeet Gurav is a student of Electronics and Communication Engineering from S. G. Balekundri
Institute of Technology, Belagavi. He is a member of Electronics and Telecommunication Engineers
(IETE). He has participated in workshops on Internet of Things and also completed one month
internship program on Sensors. His research interest includes Internet of Things and Automation.
20. Thank You
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ROBOTIC WHEELCHAIR USING EYE BLINK SENSORS AND ACCELEROMETER PROVIDED WITH HOME APPLIANCE CONTROL