Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications fro...MicroVision
MicroVision’s Director of Product Engineering, Jari Honkanen, gave a presentation at FUTURECAR 2017 detailing how MicroVision's Laser Beam Scanning technology for MEMS-based LiDAR solutions provides a unique approach that enables new 3D sensor capabilities in areas such as dynamic and variable resolution, acquisition speed, and field of view.
The document describes the design of a multi-band slot antenna for GPS, WiMAX, and WLAN applications. It discusses existing multi-band antenna designs, the design tools used, details of the proposed antenna design including a rectangular slot loaded with an inverted T-shaped stub and two E-shaped stubs, and studies conducted on the antenna. Simulation results show the antenna achieves four frequency bands for the different applications. Radiation patterns and current distributions are also presented and discussed.
"MEMS-based Laser Beam Scanning Technology Platform; Basis for Applications from Displays to 3D Sensors and 3D Printers" presentation by Jari Honkanen at MEMS Engineer Forum, April 26-27, 2017, Ryogoku, Tokyo, Japan
Light detection and ranging (LiDAR) is a remote sensing method that uses pulsed laser light to image objects and measure distances. It can be used for applications such as autonomous vehicles, forest planning and management, river surveying, and oil and gas exploration. The document discusses the history, principles, components, types, concepts and applications of LiDAR technology.
DTH (direct-to-home) television involves receiving satellite programs directly into homes via a personal dish. It was first proposed in India in 1996 but did not pass approval due to security and cultural concerns. The government eventually approved DTH in 2000 but required signals to be transmitted through Indian satellites. DTH now makes up less than 5% of the Indian pay TV market but is forecasted to grow at a 29% compound annual rate through 2012, reaching around 7.7 million subscribers. Key components of DTH systems include set top boxes that comply with MPEG standards to process satellite signals and display content on televisions.
This is a technical training presentation on the renewed satcom Newtec DVB-S2 Calculator v2.17 and covers:
- DVB-S
- DVB-S2
- S2 Extensions
For all current Azimuth, Elevation and MDM series (both demods and modems) and includes Sat3Play terminals.
Officially launched beginning of June 2013, this DVB-S2 calculator replaces its widely spread predecessor (which had over 7,000 downloads).
To download the calculator: http://www.newtec.eu/services-training/dvb-s2-calculator
LIDAR uses laser light to measure distance by illuminating a target and analyzing the reflected light. It can be used to generate highly accurate 3D models of terrain, infrastructure, and other physical features. LIDAR systems consist of a laser, scanner, photodetector, and navigation components. LIDAR has various applications in fields like geography, archaeology, environment, and autonomous vehicles due to its ability to rapidly capture precise spatial data regardless of lighting conditions.
Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications fro...MicroVision
MicroVision’s Director of Product Engineering, Jari Honkanen, gave a presentation at FUTURECAR 2017 detailing how MicroVision's Laser Beam Scanning technology for MEMS-based LiDAR solutions provides a unique approach that enables new 3D sensor capabilities in areas such as dynamic and variable resolution, acquisition speed, and field of view.
The document describes the design of a multi-band slot antenna for GPS, WiMAX, and WLAN applications. It discusses existing multi-band antenna designs, the design tools used, details of the proposed antenna design including a rectangular slot loaded with an inverted T-shaped stub and two E-shaped stubs, and studies conducted on the antenna. Simulation results show the antenna achieves four frequency bands for the different applications. Radiation patterns and current distributions are also presented and discussed.
"MEMS-based Laser Beam Scanning Technology Platform; Basis for Applications from Displays to 3D Sensors and 3D Printers" presentation by Jari Honkanen at MEMS Engineer Forum, April 26-27, 2017, Ryogoku, Tokyo, Japan
Light detection and ranging (LiDAR) is a remote sensing method that uses pulsed laser light to image objects and measure distances. It can be used for applications such as autonomous vehicles, forest planning and management, river surveying, and oil and gas exploration. The document discusses the history, principles, components, types, concepts and applications of LiDAR technology.
DTH (direct-to-home) television involves receiving satellite programs directly into homes via a personal dish. It was first proposed in India in 1996 but did not pass approval due to security and cultural concerns. The government eventually approved DTH in 2000 but required signals to be transmitted through Indian satellites. DTH now makes up less than 5% of the Indian pay TV market but is forecasted to grow at a 29% compound annual rate through 2012, reaching around 7.7 million subscribers. Key components of DTH systems include set top boxes that comply with MPEG standards to process satellite signals and display content on televisions.
This is a technical training presentation on the renewed satcom Newtec DVB-S2 Calculator v2.17 and covers:
- DVB-S
- DVB-S2
- S2 Extensions
For all current Azimuth, Elevation and MDM series (both demods and modems) and includes Sat3Play terminals.
Officially launched beginning of June 2013, this DVB-S2 calculator replaces its widely spread predecessor (which had over 7,000 downloads).
To download the calculator: http://www.newtec.eu/services-training/dvb-s2-calculator
LIDAR uses laser light to measure distance by illuminating a target and analyzing the reflected light. It can be used to generate highly accurate 3D models of terrain, infrastructure, and other physical features. LIDAR systems consist of a laser, scanner, photodetector, and navigation components. LIDAR has various applications in fields like geography, archaeology, environment, and autonomous vehicles due to its ability to rapidly capture precise spatial data regardless of lighting conditions.
MicroStrip Antenna
Introduction .
Micro-Strip Antennas Types .
Micro-Strip Antennas Shapes .
Types of Substrates (Dielectric Media) .
Comparison of various types of flat profile printed antennas .
Advantages & DisAdvantages of MSAs .
Applications of MSAs .
Radiation patterns of MSAs .
How to Optimizing the Substrate Properties for Increased Bandwidth ?
Comparing the different feed techniques .
This document discusses different GNSS positioning techniques. GNSS point positioning involves collecting location data from a stationary point for an extended period of time to determine its coordinates with 5-10 meter accuracy. Kinematic GNSS positioning is used to determine the position of moving objects with 10-100 meter accuracy by collecting data throughout its movement. Differential positioning uses corrections from a base station to improve the remote receiver's position accuracy relative to the base station.
Zigbee based trolley cart access system using rfidSam Joey
This document describes a Zigbee-based trolley cart access system using RFID for shopping. The system aims to improve shopping speed using RFID technology. It allows registered users to shop and pay using an RFID card without stopping at the counter. Non-registered users pay cash at the counter. The system uses an AT89S52 microcontroller, RFID reader, motor, relay, LCD, RFID tags, buzzer, and power supply. It transmits data via Zigbee and generates automatic bills when customers pass through the RFID antenna area. The system reduces scanning time, allows personalization, and maintains purchase histories for offers and discounts.
RFID positioning systems use passive RFID tags and readers to locate and track tagged objects indoors. The document discusses how an RFID positioning system works by measuring RSSI signals from passive tags to determine the closest matching location on a pre-defined grid map. It also outlines the advantages of RFID systems for indoor positioning over other technologies like GPS. Key applications of RFID mentioned include supply chain management and indoor asset tracking.
This document provides an overview of equalization and diversity techniques used in mobile communication systems. It discusses how equalization is used to compensate for intersymbol interference caused by multipath fading. Linear equalizers aim to minimize mean square error, while nonlinear equalizers also use decision feedback. Common equalizer structures include transversal filters adapted using algorithms like LMS or RLS. Diversity techniques like spatial or frequency diversity compensate for fading by combining signals from multiple antennas or frequency bands. Channel coding adds redundancy to improve link performance in the presence of errors.
This document provides an introduction to LIDAR (Light Detection and Ranging) technology. It describes LIDAR as a remote sensing method that uses lasers to measure properties of scattered light to find range and other information of objects, similar to radar but using optical pulses. The document outlines the basic components, working principles, history and applications of LIDAR systems. It explains how LIDAR can be used for tasks like mapping terrain, monitoring forests and crops, surveying archaeological sites, and studying the atmosphere.
This document describes an RFID and GSM based attendance system. The system uses RFID tags and a reader to track when students arrive and leave school/college and sends SMS alerts to parents. It consists of hardware components like a microcontroller, RFID reader, GSM modem and software like Keil Compiler. When a student's RFID tag is scanned, the time is logged to an EEPROM and an SMS is sent to notify parents. The system aims to save time and keep parents informed of their child's daily attendance through SMS messages in real-time.
Biochip technology allows for thousands of biological reactions to be performed simultaneously on a solid substrate the size of a fingernail. A biochip implant system consists of a transponder implanted beneath the skin which contains an identification number, and a reader which activates the transponder and receives the ID number. Biochips have applications in animal tracking, e-commerce, passports, medical diagnostics, and other areas due to their ability to store personal data, though they also raise privacy concerns if implanted without consent.
Piezoresistive pressure sensors are one of the very-first products of MEMS technology. Those products are widely used in biomedical applications, automotive industry and household appliances.
The sensing material in a piezoresistive pressure sensor is a diaphragm formed on a silicon substrate, which bends with applied pressure. A deformation occurs in the crystal lattice of the diaphragm because of that bending. This deformation causes a change in the band structure of the piezoresistors that are placed on the diaphragm, leading to a change in the resistivity of the material. This change can be an increase or a decrease according to the orientation of the resistors.
The document is a mid-term seminar report on biochips submitted by Isha D. Shende and Laxmi Kewat. It discusses biochips, which concentrate thousands of genetic tests on a small surface area to be analyzed quickly. The report covers what biochips are, their architecture including size and components, applications in areas like genomics and proteomics, human interfaces with biochips, and advantages and disadvantages. It provides an abstract, table of contents, list of figures, and discusses biochips over several chapters.
Voice morphing involves transforming one speech signal into another through three main steps: 1) extracting pitch and envelope information through cepstral analysis, 2) using dynamic time warping to match pitch contours between signals and interpolating values to create intermediate morphs, and 3) re-estimating and reconstructing the morphed signal as an acoustic waveform. Applications include military psychological operations, creating fake audio evidence, and voice acting in cartoons. The document provides details on preprocessing signals, the morphing and warping process, and applications and conclusions regarding voice morphing technology.
Sonar, (from “sound navigation ranging”), technique for detecting and determining the distance and direction of underwater objects by acoustic means. Sound waves emitted by or reflected from the object are detected by sonar apparatus and analyzed for the information they contain.
silent sound technology final report(17321A0432) (1).pdfssuser476810
The document is a seminar report on silent sound technology submitted by Divya Alugubelli. It discusses the need for silent sound technology, which allows communication without noise pollution by detecting lip movements and converting them to sound signals. The report covers two main methods - electromyography and image processing. Electromyography monitors tiny muscle movements during speech and converts them to electrical pulses that can be translated to sound. Image processing techniques detect lip movements through a webcam and analyze the images. The technology has applications in helping those who have lost their voice and allows silent calling without disturbing others.
This document describes a smart attendance system using RFID technology and IoT. The system uses RFID cards and readers to automatically track when students enter a classroom, providing a more accurate and secure alternative to manual attendance tracking. When a student's RFID card is detected, the reader sends the data to a server where it is processed and sent to an online attendance application. This allows teachers to easily monitor attendance from anywhere using an internet connection. The system aims to reduce manual work and improve visibility of student attendance information in real-time.
Directional couplers are four-port waveguide junctions that allow power transmission between ports 1 and 2 without transmission between ports 1 and 3 or 2 and 4. The coupling factor and directivity quantify the power coupling between ports. Common directional coupler types include two-hole, four-hole, and reverse-coupling designs. Hybrid couplers consist of interdigitated microstrip lines and have applications in circuits like balanced amplifiers. Circulators and isolators use ferrite materials to achieve non-reciprocal transmission, allowing wave propagation from port n to port n+1 in circulators and blocking reverse transmission in isolators.
Lidar is an acronym for light detection and ranging. It is an optical remote sensing technology that can measure the distance to, or other properties of a target by illuminating the target with light, often using pulses from a laser.
Orbital information is required for GPS positioning and includes accurate satellite ephemerides. The document discusses satellite orbits, forces acting on satellites like gravity and solar radiation, Kepler's laws of planetary motion, and orbital elements. It also covers topics like point versus relative positioning, orbit prediction methods, and parameters in the broadcast ephemeris message used for satellite orbit descriptions.
Small scale fading and multipath measurementsVrince Vimal
1. The document discusses small-scale fading and multipath measurements in wireless channels. It describes how fading occurs due to interference from multiple copies of transmitted signals arriving at the receiver at different times.
2. Key channel parameters that influence fading are discussed, including multipath propagation, Doppler shift caused by mobility, and signal bandwidth. Multipath signals have random amplitudes and phases that cause constructive and destructive interference as the receiver moves.
3. Techniques for measuring small-scale fading and multipath include using direct radio frequency pulses or spread spectrum channel sounding with a sliding correlator. Parameters extracted from power delay profiles include mean excess delay, root mean square delay spread, and coherence bandwidth.
BCH codes, part of the cyclic codes, are very powerful error correcting codes widely used in the information coding techniques. This presentation explains these codes with an example.
"Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications from Interior to the Exterior" presentation by Jari Honkanen at FutureCar 2017: New Era of Automotive Electronics Workshop, Nov 8-10, 2017, Georgia Institute of Technology, Atlanta, GA
Laser Beam Scanning Short Throw Displays & an Exploration of Laser-Based Virt...MicroVision
Selvan Viswanathan, a MicroVision principal engineer, presented on Laser Beam Scanning Short Throw Displays & Laser-Based Virtual Touchscreens at LDC 2017.
MicroStrip Antenna
Introduction .
Micro-Strip Antennas Types .
Micro-Strip Antennas Shapes .
Types of Substrates (Dielectric Media) .
Comparison of various types of flat profile printed antennas .
Advantages & DisAdvantages of MSAs .
Applications of MSAs .
Radiation patterns of MSAs .
How to Optimizing the Substrate Properties for Increased Bandwidth ?
Comparing the different feed techniques .
This document discusses different GNSS positioning techniques. GNSS point positioning involves collecting location data from a stationary point for an extended period of time to determine its coordinates with 5-10 meter accuracy. Kinematic GNSS positioning is used to determine the position of moving objects with 10-100 meter accuracy by collecting data throughout its movement. Differential positioning uses corrections from a base station to improve the remote receiver's position accuracy relative to the base station.
Zigbee based trolley cart access system using rfidSam Joey
This document describes a Zigbee-based trolley cart access system using RFID for shopping. The system aims to improve shopping speed using RFID technology. It allows registered users to shop and pay using an RFID card without stopping at the counter. Non-registered users pay cash at the counter. The system uses an AT89S52 microcontroller, RFID reader, motor, relay, LCD, RFID tags, buzzer, and power supply. It transmits data via Zigbee and generates automatic bills when customers pass through the RFID antenna area. The system reduces scanning time, allows personalization, and maintains purchase histories for offers and discounts.
RFID positioning systems use passive RFID tags and readers to locate and track tagged objects indoors. The document discusses how an RFID positioning system works by measuring RSSI signals from passive tags to determine the closest matching location on a pre-defined grid map. It also outlines the advantages of RFID systems for indoor positioning over other technologies like GPS. Key applications of RFID mentioned include supply chain management and indoor asset tracking.
This document provides an overview of equalization and diversity techniques used in mobile communication systems. It discusses how equalization is used to compensate for intersymbol interference caused by multipath fading. Linear equalizers aim to minimize mean square error, while nonlinear equalizers also use decision feedback. Common equalizer structures include transversal filters adapted using algorithms like LMS or RLS. Diversity techniques like spatial or frequency diversity compensate for fading by combining signals from multiple antennas or frequency bands. Channel coding adds redundancy to improve link performance in the presence of errors.
This document provides an introduction to LIDAR (Light Detection and Ranging) technology. It describes LIDAR as a remote sensing method that uses lasers to measure properties of scattered light to find range and other information of objects, similar to radar but using optical pulses. The document outlines the basic components, working principles, history and applications of LIDAR systems. It explains how LIDAR can be used for tasks like mapping terrain, monitoring forests and crops, surveying archaeological sites, and studying the atmosphere.
This document describes an RFID and GSM based attendance system. The system uses RFID tags and a reader to track when students arrive and leave school/college and sends SMS alerts to parents. It consists of hardware components like a microcontroller, RFID reader, GSM modem and software like Keil Compiler. When a student's RFID tag is scanned, the time is logged to an EEPROM and an SMS is sent to notify parents. The system aims to save time and keep parents informed of their child's daily attendance through SMS messages in real-time.
Biochip technology allows for thousands of biological reactions to be performed simultaneously on a solid substrate the size of a fingernail. A biochip implant system consists of a transponder implanted beneath the skin which contains an identification number, and a reader which activates the transponder and receives the ID number. Biochips have applications in animal tracking, e-commerce, passports, medical diagnostics, and other areas due to their ability to store personal data, though they also raise privacy concerns if implanted without consent.
Piezoresistive pressure sensors are one of the very-first products of MEMS technology. Those products are widely used in biomedical applications, automotive industry and household appliances.
The sensing material in a piezoresistive pressure sensor is a diaphragm formed on a silicon substrate, which bends with applied pressure. A deformation occurs in the crystal lattice of the diaphragm because of that bending. This deformation causes a change in the band structure of the piezoresistors that are placed on the diaphragm, leading to a change in the resistivity of the material. This change can be an increase or a decrease according to the orientation of the resistors.
The document is a mid-term seminar report on biochips submitted by Isha D. Shende and Laxmi Kewat. It discusses biochips, which concentrate thousands of genetic tests on a small surface area to be analyzed quickly. The report covers what biochips are, their architecture including size and components, applications in areas like genomics and proteomics, human interfaces with biochips, and advantages and disadvantages. It provides an abstract, table of contents, list of figures, and discusses biochips over several chapters.
Voice morphing involves transforming one speech signal into another through three main steps: 1) extracting pitch and envelope information through cepstral analysis, 2) using dynamic time warping to match pitch contours between signals and interpolating values to create intermediate morphs, and 3) re-estimating and reconstructing the morphed signal as an acoustic waveform. Applications include military psychological operations, creating fake audio evidence, and voice acting in cartoons. The document provides details on preprocessing signals, the morphing and warping process, and applications and conclusions regarding voice morphing technology.
Sonar, (from “sound navigation ranging”), technique for detecting and determining the distance and direction of underwater objects by acoustic means. Sound waves emitted by or reflected from the object are detected by sonar apparatus and analyzed for the information they contain.
silent sound technology final report(17321A0432) (1).pdfssuser476810
The document is a seminar report on silent sound technology submitted by Divya Alugubelli. It discusses the need for silent sound technology, which allows communication without noise pollution by detecting lip movements and converting them to sound signals. The report covers two main methods - electromyography and image processing. Electromyography monitors tiny muscle movements during speech and converts them to electrical pulses that can be translated to sound. Image processing techniques detect lip movements through a webcam and analyze the images. The technology has applications in helping those who have lost their voice and allows silent calling without disturbing others.
This document describes a smart attendance system using RFID technology and IoT. The system uses RFID cards and readers to automatically track when students enter a classroom, providing a more accurate and secure alternative to manual attendance tracking. When a student's RFID card is detected, the reader sends the data to a server where it is processed and sent to an online attendance application. This allows teachers to easily monitor attendance from anywhere using an internet connection. The system aims to reduce manual work and improve visibility of student attendance information in real-time.
Directional couplers are four-port waveguide junctions that allow power transmission between ports 1 and 2 without transmission between ports 1 and 3 or 2 and 4. The coupling factor and directivity quantify the power coupling between ports. Common directional coupler types include two-hole, four-hole, and reverse-coupling designs. Hybrid couplers consist of interdigitated microstrip lines and have applications in circuits like balanced amplifiers. Circulators and isolators use ferrite materials to achieve non-reciprocal transmission, allowing wave propagation from port n to port n+1 in circulators and blocking reverse transmission in isolators.
Lidar is an acronym for light detection and ranging. It is an optical remote sensing technology that can measure the distance to, or other properties of a target by illuminating the target with light, often using pulses from a laser.
Orbital information is required for GPS positioning and includes accurate satellite ephemerides. The document discusses satellite orbits, forces acting on satellites like gravity and solar radiation, Kepler's laws of planetary motion, and orbital elements. It also covers topics like point versus relative positioning, orbit prediction methods, and parameters in the broadcast ephemeris message used for satellite orbit descriptions.
Small scale fading and multipath measurementsVrince Vimal
1. The document discusses small-scale fading and multipath measurements in wireless channels. It describes how fading occurs due to interference from multiple copies of transmitted signals arriving at the receiver at different times.
2. Key channel parameters that influence fading are discussed, including multipath propagation, Doppler shift caused by mobility, and signal bandwidth. Multipath signals have random amplitudes and phases that cause constructive and destructive interference as the receiver moves.
3. Techniques for measuring small-scale fading and multipath include using direct radio frequency pulses or spread spectrum channel sounding with a sliding correlator. Parameters extracted from power delay profiles include mean excess delay, root mean square delay spread, and coherence bandwidth.
BCH codes, part of the cyclic codes, are very powerful error correcting codes widely used in the information coding techniques. This presentation explains these codes with an example.
"Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications from Interior to the Exterior" presentation by Jari Honkanen at FutureCar 2017: New Era of Automotive Electronics Workshop, Nov 8-10, 2017, Georgia Institute of Technology, Atlanta, GA
Laser Beam Scanning Short Throw Displays & an Exploration of Laser-Based Virt...MicroVision
Selvan Viswanathan, a MicroVision principal engineer, presented on Laser Beam Scanning Short Throw Displays & Laser-Based Virtual Touchscreens at LDC 2017.
Copy of LiDAR for Autonomous Driving _20231011_084847_0000.pdfNanDhu551039
This document summarizes different types of LiDAR used for autonomous vehicles, including mechanical and solid state LiDAR. Mechanical LiDAR uses rotating components to provide 360-degree scans, while solid state LiDAR uses an oscillating mirror for scanning. The components, working principles, leading manufacturers, and advantages/disadvantages of each type are described. Widespread adoption of autonomous vehicles using LiDAR could lead to a 90% reduction in vehicle crashes according to the document.
MEMS Laser Scanning, the platform for next generation of 3D Depth SensorsMicroVision
MicroVision's PicoP® scanning technology is a MEMS-based Laser Beam Scanning (LBS) solution for pico projection, heads-up-display, and augmented reality eyewear applications. The same flexible technology can also be applied to exciting new sensing applications, such as 3D depth sensing. Demand for small and low cost 3D depth sensing solutions is growing rapidly, driven by increasing demand for new Natural User Interface, Machine Vision, Robotic Navigation, Metrology, and Advanced Driver Assistance System (ADAS) solutions.
This presentation, prepared by MicroVision's Jari Honkanen and presented at the MEMS & Sensors Industry Group Conference Asia 2016, compares the existing 3D depth sensor solutions based on stereo cameras, structured light and 3D CMOS Cameras.
MicroVision then presents a new MEMS LBS depth sensor platform solution that can enable a new generation of tiny 3D depth sensors with capabilities such as dynamic variable resolution and variable acquisition speed. These dynamic LBS depth sensors are an enabling technology for a completely new set of innovative products and applications.
3D Perception for Autonomous Driving - Datasets and Algorithms -Kazuyuki Miyazawa
This document summarizes several 3D perception datasets and algorithms for autonomous driving. It begins with an overview of Kazuyuki Miyazawa from Mobility Technologies Co. and then covers popular datasets like KITTI, ApolloScape, nuScenes, and Waymo Open Dataset, describing their sensor setups, data formats, and licenses. It also summarizes seminal 3D object detection algorithms like PointNet, VoxelNet, and SECOND that take point cloud data as input.
Applications Generated from a MEMS-based Laser Beam Scanning Technology PlatformMicroVision
At this year's MEMS Engineer Forum, MicroVision's Director of Product Engineering, Jari Honkanen, spoke on Applications Generated from a MEMS-based Laser Beam Scanning
PCI Geomatics is a leading geospatial software and solutions company with over 70 employees and 25,000 licenses installed worldwide. They provide powerful and scalable image processing solutions to extract information from satellite imagery such as SAR (Synthetic Aperture Radar) and LIDAR. Their capabilities include orthorectification, image classification, change detection, and digital elevation model extraction. They support a variety of sensors and applications in areas such as maritime surveillance, disaster response, and natural resource monitoring.
MEMS Laser Scanning, the platform for next generation of 3D Depth SensorsJari Honkanen
MicroVision's MEMS Laser Beam Scanning based 3D Depth Sensing Technology presentation by Jari Honkanen at MEMS & Sensors Industry Group Conference Asia 2016, Shanghai, China, September 13-14, 2016
Underground surveying requires different techniques than surface surveying due to challenging conditions like heat, moisture, darkness and danger. Key points covered:
- Underground control networks must be connected and oriented to surface networks by obtaining coordinates of underground stations and bearings of underground lines relative to surface lines.
- Modern surveying tools like Leica fieldPro software integrate 3D CAD with data collection to enable one-person face mapping and daily mine survey updates for accurate planning.
- Leica GeoMoS provides automatic deformation monitoring systems for underground asset protection.
This document provides an overview and market forecast of the 3D sensing industry from 2022 to 2028. It discusses key applications and trends in mobile, consumer, automotive, and other sectors. Emerging technologies like SWIR, metasurfaces, and event-based imaging are also reviewed, along with the supply chain dynamics and a forecast of strong growth in the 3D sensing market from $8.2 billion in 2022 to $17.2 billion by 2028.
From STC (Stereo Camera onboard on Bepi Colombo ESA Mission) to BlenderEmanuele Simioni
- The document discusses the STC (Stereo Camera) instrument onboard the BepiColombo mission to Mercury.
- STC will provide global stereo mapping and digital terrain model reconstruction of Mercury's surface with a spatial resolution of 58.2 m/pixel at periherm.
- The instrument uses a push-frame design with two optical units to achieve a stereo angle of ±20° to provide stereo imagery for photogrammetric analysis.
- Calibration and validation efforts show the instrument is capable of generating DTMs with a vertical accuracy of 73 micrometers from test data, corresponding to 36 meters on Mercury's surface.
fyp presentation of group 43011 final.pptxIIEE - NEDUET
This document presents a final year project on localization and 3D mapping for an indoor environment. The project is carried out by 4 students under the supervision of two professors. The project aims to develop a rover-based system using two low-cost 2D laser scanners to build a 3D map of the indoor environment in real-time. The methodology involves designing the rover, simulating and implementing the transformation of the laser scanners, developing a 3D mapping package on ROS, and using the rover to generate a real-time 3D map. The results from the simulation and experimental runs will be analyzed and compared to evaluate the performance of the proposed solution.
Examples Of Advanced Semiconductor Sensor Technologies Playing A Key Role In ...HEINZ OYRER
As the revolution in robot development continues over the next decade there are major challenges still ahead. Besides security and safety concerns as well connecting autonomous robots to the cloud there are necessary technology improvements required in how robots move, see and sense their surroundings. This presentation shows selected examples of semiconductor solutions playing a key role in sensor technology. Solid state laser detection and ranging (LIDAR) enabling detection and ranging in UAS (unmanned aircraft systems) sense-and-avoid applications. Laser distance sensing (LDS) providing short to long distance range distance measurements as well combining rotation structure to do 360 degree sensing to build up a floor map for both indoor and outdoor usage. And, inductive position sensing (IPS) providing the fine joint position feedback information and aids in joint motor commutation to achieve human like qualities, and in particular fluid limb movement where off-axis measurements and higher/scalable resolution is needed.
LiDAR and its application in civil engineeringchippi babu
The document discusses the use of LIDAR (Light Detection and Ranging) technology in civil engineering applications. It describes LIDAR's components, principles of operation, and its advantages over other remote sensing methods. Key applications mentioned include topographic and hydrographic surveying to generate digital terrain models, bridge clearance measurement, and sewer inspection. The document concludes that LIDAR offers highly accurate data collection with minimal human involvement.
For the full video of this presentation, please visit:
https://www.edge-ai-vision.com/2021/01/challenges-and-approaches-for-cascaded-dnns-a-case-study-of-face-detection-for-face-verification-a-presentation-from-imagination-technologies/
Ana Salazar, Senior Research Manager at Imagination Technologies, presents the “Challenges and Approaches for Cascaded DNNs: A Case Study of Face Detection for Face Verification” tutorial at the September 2020 Embedded Vision Summit.
This talk explores the challenges of deploying serial computer vision tasks implemented with DNNs. Neural network accelerators have demonstrated significant gains in performance for DNN inference, especially when the net has been quantized. Quantization often brings a loss in accuracy. This loss in accuracy may be considered acceptable in itself but may cause problems if the output of the DNN is used as input for a second DNN which itself has been quantized.
Salazar presents her company’s research into this challenge in the context of a face verification CNN which consumes the output of a face detection CNN, discussing approaches for reducing the impact of quantization in such scenarios.
3D profiling uses a laser and camera to generate highly accurate 3D images of objects. It works by measuring the alteration of a fixed laser line projected onto an object from a camera at a known offset angle, generating thousands of profiles per second. This allows for extremely precise measurements of surface features, shapes, and defects at a micrometer level. 3D profiling is well suited for applications requiring non-contact measurement like quality control and inspection in manufacturing.
LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...Yole Developpement
Will automotive change the LiDAR market?
More information on that report at https://www.i-micronews.com/report/product/lidars-for-automotive-and-industrial-applications-2018.html
Keywords: Signal processing, Applied optics, Computer graphics and vision, Electronics, Art, and Online photo collections
A computational camera attempts to digitally capture the essence of visual information by exploiting the synergistic combination of task-specific optics, illumination, sensors and processing. We will discuss and play with thermal cameras, multi-spectral cameras, high-speed, and 3D range-sensing cameras and camera arrays. We will learn about opportunities in scientific and medical imaging, mobile-phone based photography, camera for HCI and sensors mimicking animal eyes.
We will learn about the complete camera pipeline. In several hands-on projects we will build several physical imaging prototypes and understand how each stage of the imaging process can be manipulated.
We will learn about modern methods for capturing and sharing visual information. If novel cameras can be designed to sample light in radically new ways, then rich and useful forms of visual information may be recorded -- beyond those present in traditional protographs. Furthermore, if computational process can be made aware of these novel imaging models, them the scene can be analyzed in higher dimensions and novel aesthetic renderings of the visual information can be synthesized.
In this couse we will study this emerging multi-disciplinary field -- one which is at the intersection of signal processing, applied optics, computer graphics and vision, electronics, art, and online sharing through social networks. We will examine whether such innovative camera-like sensors can overcome the tough problems in scene understanding and generate insightful awareness. In addition, we will develop new algorithms to exploit unusual optics, programmable wavelength control, and femto-second accurate photon counting to decompose the sensed values into perceptually critical elements.
Similar to MEMS-Driven Laser Beam Scanning LiDAR: The Future of Variable Spatial Resolution Sensing and Foveated Ranging (20)
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...alexjohnson7307
Predictive maintenance is a proactive approach that anticipates equipment failures before they happen. At the forefront of this innovative strategy is Artificial Intelligence (AI), which brings unprecedented precision and efficiency. AI in predictive maintenance is transforming industries by reducing downtime, minimizing costs, and enhancing productivity.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
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Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
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Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
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5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
MEMS-Driven Laser Beam Scanning LiDAR: The Future of Variable Spatial Resolution Sensing and Foveated Ranging
1. Don’t just think outside the box.
See outside the box.
MEMS-Driven Laser Beam Scanning LiDAR:
The Future of Variable Spatial Resolution Sensing and Foveated Ranging
LDC2-2, LDC 2018, Yokohama, Japan, April 24, 2018
Jari Honkanen
(Jari_Honkanen@MicroVision.com)
(https://www.linkedin.com/in/jarihonkanen)
2. 2 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
MEMS-Driven Laser Beam Scanning:
One Platform, Multiple Applications
4. 4 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
SLOW SCAN AXIS
(Vertical)
FAST SCAN AXIS
(Horizontal)
MEMS = Micro Electro Mechanical System
Coil
Mirror
Φ1.2mm
PicoP® Laser Beam Scanning - MEMS
5. 5 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
Laser Beam
PicoP® Laser Beam Steering
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MICROVISION, INC. COPYRIGHT 2013. ALL RIGHTS RESERVED.
Vertical Trajectory:
Drive vs. Time
Generation of Raster Pattern
Horizontal Trajectory: Drive vs. Time
Single drive input contains both
Slow Scan Ramp and Fast Scan
Sinusoidal drive signals
PicoP® Laser Beam Scanning – MEMS Actuation
8. 8 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
3D Depth Sensor – what is it?
3D sensors allow devices to observe the
environment in 3 dimensions
3D imagers measure distance for every pixel
within detection field.
Number of
measurements
within detection
field of view
Depth
Sensor/Imager
X
Y
Distance,
Z
Depth Map Point Cloud
3D imagers produce a 2D addressable array, a
depth map, or further a 3-dimensional collection
of points, a point cloud
9. 9 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
2D MEMS
Mirror
IR laser
IR Photodetector
MEMS-Driven Laser Beam Scanning LiDAR 3D Sensor
• X,Y location of object known because of knowledge
of MEMS pointing angle. No computation required.
• Z determined by Time-of-Flight: Z = ½ * c * tTOF
IR Photodetector can be:
• PIN Photodiode
• Silicon Photomultiplier (SiPM)
• Avalanche Photodiode (APD)
10. 10 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
3D Depth Sensing Key Performance Metrics
zmeasured
zactual
Δz
y (#rows)
V◦
H◦ zmeasured
zactual
Metric Symbol Measure
Spatial Resolution x * y # of points
Field of View H◦ * V◦ degrees
Angular Resolution h◦=H◦/x * v◦=V◦/y degrees
Range z distance
Frame Rate fps # per second
Precision Δz % deviation
Accuracy |zmeasured – zactual| % error
12. 12 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
MEMS-Driven LBS LiDAR Performance Controls
Metric Symbol Measure
Spatial Resolution x * y # of points
Field of View H◦ * V◦ degrees
Angular Resolution h◦=H◦/x * v◦=V◦/y degrees
Range z distance
Frame Rate fps # per second
Precision Δz % deviation
Accuracy |zmeasured – zactual| % error
Variable, Dynamically Programmable
Variable, Dynamically Programmable
13. 13 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
time
y 2 * y
Vertical Resolution vs. Frame Rate
Vertical Trajectory (Frame Rate)
Vertical Resolution
14. 14 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
IR laser
Dynamic Programmable Resolution and Frame Rate
IR Photodetector
IR laser
IR Photodetector
IR laser
IR Photodetector
128×720 @60Hz 256×720 @30Hz 384×720 @20HzReturn delay +
Analog chain
relaxation time
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time
Δv1
◦ Δv2
◦
Vertical Angular Resolution vs. Field of View
Vertical Scan Angle (Field of View)
Vertical Angular Resolution
V1
◦ V2
◦
16. 16 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
Δh◦
H1◦
Δh◦
H2◦
Horizontal Angular Resolution vs. Field of View
Horizontal Scan Angle (Field of View)
Horizontal Angular Resolution
17. 17 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
Uniform laser pulse positioning
Staggered laser pulse positioning
Horizontal Resolution vs. Vertical Resolution
128×720 @60Hz
512×180 @60Hz
18. 18 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
time
Uniform scan line spacing
& vertical resolution
Variable scan line spacing
& vertical resolution
Dynamic 1D Foveated Ranging
Vertical Trajectory
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1 2 3
1 2 3
Optical bandpass filter
(Each PD sensitive to 1 λ)
MEMS-Driven LBS High-Definition LiDAR
IR Laser Diodes
2D MEMS
Example IR λs:
830 nm, 885 nm, 940 nm
IR Photodiodes
Detect
2048×1080 @ 7.5Hz
384×720 @ 60Hz
20. 20 MICROVISION, INC. COPYRIGHT 2018. ALL RIGHTS RESERVED.1/21/2020
Conclusion: MEMS-Driven Scanning LiDAR Benefits
Cost Effective
(Re-uses mature LBS
technology)
Enables use of multiple
and redundant sensors
High
Resolution
(~5.5M – 16.5M
points/sec)
Ability to resolve small
features
Small Size
(Thin)
Enables new class of
form factors
Dynamic
(Programmable
Resolution and Frame
Rate)
Adapt latency and
fidelity to the
application or use case