LIDAR – a New (Self-Driving) Vehicle for Introducing Optics to Broader Engineering and Non-Engineering Audiences Corneliu Rablau a Akettering University, Dept
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How Can Retroreflective Clothing Provide More Safety Through Visibility in a Semi-Dark Urban Environment? a Study Taking Plac
MASTER’S THESIS How can retroreflective clothing BY VIOLA SCHMITZ provide more safety through visibility in a semi-dark urban Royal Institute of Technology environment? KTH School of Architecture Master’s Program in A study taking place in Scandinavia. Architectural Lighting Design 2018-2019 24.05.2019 AF270X VT19-1 Tutor: Foteini Kyriakidou 0 Index Abstract P. 2 1. Introduction P. 2 2. Background P. 3 2.1. Urban Background P. 4 2.2. Biological background P. 4 2.2.1. Reflexes and reactions P. 4 2.2.2. Types of vision P. 4 2.2.3. Effect of pattern P. 5 recognition 2.2.4. Human field of vision P. 5 3. Analysis P. 6 3.1. Analysis: Retroreflectors P. 6 3.2. Analysis: Existing products P. 7 4. Methodology P. 9 5. Methods P. 10 5.1. Survey: P. 10 Lines defining the human body 5.2. Video Experiment: P. 10 Designs in motion 5.2.1. Analysis: Location P. 10 5.2.2. Video Experiment P. 11 5.2.3. Procedure P. 12 5.3. Experimental survey: P. 12 Size of a human 5.4. Visualization: P. 13 Pattern recognition in surroundings 6. Results P. 14 6.1. Survey: P. 14 Lines defining the human body 6.2. Video Experiment: P. 15 Designs in motion 6.2.1. Analysis: Location P. 15 6.2.2. Video Experiment P. 16 6.2.3. Observation P. 17 6.3. Experimental survey: P. 17 Size of a human 6.4. Visualization: Pattern P. 17 recognition in surroundings 7. Discussion P. -
Next-Generation Laser Retroreflectors for Precision Tests of General
UNIVERSITA` DEGLI STUDI “ROMA TRE” DOTTORATO DI RICERCA IN FISICA XXVIII CICLO Next-generation Laser Retroreflectors for Precision Tests of General Relativity Relazione sull’attivit`adi Dottorato di Manuele Martini Relatore Interno: Prof. Aldo Altamore Relatore Esterno: Dr. Simone Dell’Agnello, LNF-INFN Coordinatore: Prof. Roberto Raimondi Anno Accademico 2015/2016 Alla mia famiglia... Contents List of Acronyms v Preface vii Why this work at LNF-INFN . vii Whatmycontributionis ............................ viii Workinthefieldofoptics ........................ ix Industrial & quality assurance . ix Physics analysis . x 1 Satellite/Lunar Laser Ranging 1 1.1 The ILRS . 2 1.2 Howitworks ............................... 4 1.3 Corner Cube Retroreflectors . 6 1.3.1 Apollo & Lunokhod Corner Cube Retroreflector (CCR) . 8 2GeneralRelativitytests 11 2.1 TestsoriginallyproposedbyEinstein . 11 2.1.1 Mercury perihelion precession . 11 2.1.2 Deflection of light . 12 2.1.3 Gravitational redshift . 18 i 2.1.4 Shapirotimedelay ........................ 20 2.2 ParametrizedPost-Newtonianformalism . 20 3 The SCF Lab 23 3.1 SCF-GCryostat.............................. 25 3.2 Vacuum & Cryogenic System . 27 3.3 Control and acquisition electronics . 30 3.4 Solar Simulator . 33 3.5 IR Thermacam . 36 3.6 Optical layout . 40 3.6.1 Angularcalibration . 42 4 The MoonLIGHT-2 experiment 45 4.1 MoonLIGHT-ILN............................. 46 4.2 MoonLIGHT-2payload. 49 4.2.1 Optical modeling . 49 4.3 Structural design . 55 4.3.1 Sunshade vs sunshade-less . 58 4.3.2 Falcon-9 test . 61 4.3.3 Actual Moon Laser Instrumentation for General relativity High accuracyTests(MoonLIGHT)-2design . 65 4.4 INRRI................................... 65 5 The SCF-TEST 69 5.1 The MoonLIGHT-2 SCF-TESTs: general description . -
581 01 Linkgping INSUHUILUTOL Swedish Road and Traffic Research Institut
ISSN 0347-6030 V/]/rapport 323 A 1989 Visibility distances to retrore- flectors in opposing situations between two motor vehicles at night Gabriel Helmers and Sven - Olof Lundkvist an Vag-och Irafik- Statens vag- och trafikinstitut (VTI) * 581 01 LinkGping E INSUHUILUTOL swedish Road and Traffic Research Institute « $-581 01 Linkoping Sweden l/TIra A 1.989 Visibility distances to retrore- flectors in apposing situations between two motor vehicles at night Gabriel Helmers and Sven - Olaf Lundkvist f 00/! Statens veg- och trafikinstitut (VT/l - 581 01 Lin/(oping 'lSt/tlltet Swedish Road and Traffic Research Institute - 8-581 07 Linképing Sweden PREFACE This report is a shortened English version of the original final report in Swedish (VTI rapport 323). The research work as well as the work on the translation into English were sponsored by The Swedish Transport Research Board. Christina Ruthger had the main responsibility for the translation and editing of the report. VTI REPORT 323A CONTENTS Page ABSTRACT SUMMARY II BACKGROUND AND PROBLEM Safe visibility distance H Visibility in vehicle lighting Design traffic situation for the evaluation of IIIHIII thl retroreflectors and other visibility promoting measures ISSUES N METHOD Method for the measurement of visibility distances Experimental design Retroreflectors in the experiment Test design Headlights Low beam aiming Subjects NNNNNNNH Model of the analysis of variance wwwwwwwww 03014:.me RESULTS Large retroreflectors Small retroreflectors NNH bub-bub Analysis of variance concerning SMALL -
Navigating Automotive LIDAR Technology
Navigating Automotive LIDAR Technology Mial Warren VP of Technology October 22, 2019 Outline • Introduction to ADAS and LIDAR for automotive use • Brief history of LIDAR for autonomous driving • Why LIDAR? • LIDAR requirements for (personal) automotive use • LIDAR technologies • VCSEL arrays for LIDAR applications • Conclusions What is the big deal? • “The automotive industry is the largest industry in the world” (~$1 Trillion) • “The automotive industry is > 100 years old, the supply chains are very mature” • “The advent of autonomy has opened the automotive supply chain to new players” (electronics, optoelectronics, high performance computing, artificial intelligence) (Quotations from 2015 by LIDAR program manager at a major European Tier 1 supplier.) LIDAR System Revenue The Automotive Supply Chain OEMs (car companies) Tier 1 Suppliers (Subsystems) Tier 2 Suppliers (components) 3 ADAS (Advanced Driver Assistance Systems) Levels SAE and NHTSA • Level 0 No automation – manual control by the driver • Level 1 One automatic control (for example: acceleration & braking) • Level 2 Automated steering and acceleration capabilities (driver is still in control) • Level 3 Environment detection – capable of automatic operation (driver expected to intervene) • Level 4 No human interaction required – still capable of manual override by driver • Level 5 Completely autonomous – no driver required Level 3 and up need the full range of sensors. The adoption of advanced sensors (incl LIDAR) will not wait for Level 5 or full autonomy! The Automotive LIDAR Market Image courtesy of Autonomous Stuff Emerging US $6 Billion LIDAR Market by 2024 (Source: Yole) ~70% automotive Note: Current market is >$300M for software test vehicles only! Sensor Fusion Approach to ADAS and Autonomous Vehicles Much of the ADAS development is driven by NHTSA regulation LIDAR Vision & Radar Radar Radar Vision Vision Vision & Radar Each technology has weaknesses and the combination of sensors provides high confidence. -
Motorcycle Crash Causation Study: Volume 2—Coding Manual
Motorcycle Crash Causation Study: Volume 2—Coding Manual PUBLICATION NO. FHWA-HRT-18-039 FEBRUARY 2019 Research, Development, and Technology Turner-Fairbank Highway Research Center 6300 Georgetown Pike McLean, VA 22101-2296 FOREWORD The Motorcycle Crash Causation Study, conducted through the Federal Highway Administration Office of Safety Research and Development, produced a wealth of information on the causal factors for motorcycle crashes, and its corresponding Volumes provide perspectives on what crash-countermeasure opportunities can be developed. This study used a crash- and control-case approach developed from the Organisation for Economic Cooperation and Development protocols, which as discussed in this report, has provided insights into more than 1,900 data elements that may be associated with motorcycle-crash causation. The research team produced a final report along with a 14-volume series of supplemental reports that provide an overview of the study and a summary of its observations, the data-collection forms and coding definitions, a tabulation of each data element collected from each form, and selected comparisons with previous studies. It is anticipated that readers will select those Volumes and data elements that provide information of specific interest. This document, Volume 2—Coding Manual, provides the coding conventions used in this study. It provides data that enable the proper interpretation and understanding of the codes assigned to variables of interest during the study. This report will be of interest to individuals involved in traffic safety, safety training, crash and injury reduction, and roadway design and policy making, as well as to motorcycle- and safety-equipment designers, crash investigators and researchers, motorcycle and automotive manufacturers and consumers, roadway users, and human-factors specialists. -
Ball Retroreflector Optics
Library Ball Retroreflector Optics M.A. Goldman March 23. 1996 Abstract The design and optical properties of ball retroreflectors are discussed. Ray tracing computations are given for the University of Arizona reflectors to be used at the GBT. Applications to the GBT are discussed. 1. Ball Reflector Design Ball retroreflectors are back reflecting mirrors with a wide field angle of view. They are scheduled to be used as position indicating reference targets on the Green Bank Telescope. They will be mounted at several locations below the telescope's main reflector and on the feed arm. Electronic distance measuring laser scanners will And the distance from a characteristic fiducial reference point of the laser scanner to the center of curvature of the ball reflector. The construction, design, and behavior of these devices is discussed in this note. Considered as an abstract geometric configuration, the ball retroreflector consists of two half balls of a uniform transparent optical medium, joined at their plane boundary disks so that the centers of curvature of the two half balls meet and identify to a common point. (Let us call this common point, which will be a center of curvature of each of the two hemispherical ball surfaces, the "center point" of the ball reflector. Let us call the common boundary plane of the half balls the "junction plane.") The half balls are optically non-absorbing and have the same index of refraction. The common intersection disk of the half balls is, then, not a surface of optical discontinuity. Such a configuration could in principle be fabricated by manufacturing two half balls and then joining them with an optical cement of matching index. -
A Fast Single-Pixel Laser Imager for VR/AR Headset Tracking Veljko Milanović*, Abhishek Kasturi, James Yang, Frank Hu Mirrorcle Technologies, Inc., Richmond, CA
Presented at SPIE Conference on MOEMS and Miniaturized Systems XVI, San Francisco, CA Jan 31st, 2017 A Fast Single-Pixel Laser Imager for VR/AR Headset Tracking Veljko Milanović*, Abhishek Kasturi, James Yang, Frank Hu Mirrorcle Technologies, Inc., Richmond, CA ABSTRACT In this work we demonstrate a highly flexible laser imaging system for 3D sensing applications such as in tracking of VR/AR headsets, hands and gestures. The system uses a MEMS mirror scan module to transmit low power laser pulses over programmable areas within a field of view and uses a single photodiode to measure the reflected light. User can arbitrarily select the number of pixels to scan over an area and can thus obtain images of target objects at arbitrarily fast rates. The work builds on the previously presented “MEMSEye” laser tracking technology which uses a fast steering MEMS scan module with a modulated laser, and a tuned photosensor to acquire and track a retroreflector-marked object. To track VR/AR headsets, hands and similar objects with multiple markers or no markers at all, a single-point tracking methodology is not sufficient. Cameras could be more appropriate in such multi-point imaging cases but suffer from low frame rates, dependence on ambient lighting, and relatively low resolution when without zooming and panning capability. A hybrid method can address the problem by providing a system with its own light source (laser beam), and with full programmability of the pixel locations and scans such that frame rates of >100 Hz are possible over specific areas of interest. With a modest 1 Mpixel rate of measurement, scanning a sub-region of the field of view with 64 x 64 pixels results in ~200Hz update. -
Autonomous Vehicle Technology: a Guide for Policymakers
Autonomous Vehicle Technology A Guide for Policymakers James M. Anderson, Nidhi Kalra, Karlyn D. Stanley, Paul Sorensen, Constantine Samaras, Oluwatobi A. Oluwatola C O R P O R A T I O N For more information on this publication, visit www.rand.org/t/rr443-2 This revised edition incorporates minor editorial changes. Library of Congress Cataloging-in-Publication Data is available for this publication. ISBN: 978-0-8330-8398-2 Published by the RAND Corporation, Santa Monica, Calif. © Copyright 2016 RAND Corporation R® is a registered trademark. Cover image: Advertisement from 1957 for “America’s Independent Electric Light and Power Companies” (art by H. Miller). Text with original: “ELECTRICITY MAY BE THE DRIVER. One day your car may speed along an electric super-highway, its speed and steering automatically controlled by electronic devices embedded in the road. Highways will be made safe—by electricity! No traffic jams…no collisions…no driver fatigue.” Limited Print and Electronic Distribution Rights This document and trademark(s) contained herein are protected by law. This representation of RAND intellectual property is provided for noncommercial use only. Unauthorized posting of this publication online is prohibited. Permission is given to duplicate this document for personal use only, as long as it is unaltered and complete. Permission is required from RAND to reproduce, or reuse in another form, any of its research documents for commercial use. For information on reprint and linking permissions, please visit www.rand.org/pubs/permissions.html. The RAND Corporation is a research organization that develops solutions to public policy challenges to help make communities throughout the world safer and more secure, healthier and more prosperous. -
Google Announces Lidar for Autonomous Cars
NEWS Google Announces Lidar for Autonomous Cars Waymo wants to do everything itself. The self-driving automobile division of Google’s parent company Alphabet, has announced that it is building all of its self-driving automobile hardware in-house. That means Waymo is manufacturing its own lidar. This shouldn’t come as a surprise. Two years ago the project director for Google’s self-driving car project started dropping hints that the tech company would be building its own lidar sensors. At the time, their self-driving prototype used a $70,000 Velodyne lidar sensor, and Google felt the price was too high to justify mass-production. Rather than wait for the market to produce a cheaper sensor, Google started developing its own. In the intervening time automotive lidar has become a red-hot market segment. It seems like every month brings a new company announcing a low-cost sensor. But it turns out that Google was not deterred: At the Detroit Auto show last Sunday, Waymo’s CEO announced that the company had produced its own lidar, and brought the technology’s price down “by more than 90%.” A quick bit of napkin math puts the final number at about US$7,500. Attentive readers will note that the unit’s cost is notably higher than solid-state offerings from Quanergy, Innoviz, and a number of other competitors. However, many of those sensors are not currently available on the market, despite lots of press attention and big PR pushes. Waymo’s sensors, on the other hand, are available right now–at least to Waymo. -
Fabrication of Right Triangular Prism Retroreflectors Through 3½½-Axis Ultraprecise Single Point Inverted Cutting
COMPUTER-AIDED DESIGN & APPLICATIONS, 2017 VOL. 14, NO. 5, 693–703 http://dx.doi.org/10.1080/16864360.2016.1273586 Fabrication of right triangular prism retroreflectors through 3½½-axis ultraprecise single point inverted cutting Benjamin W. Hamilton a, Sama Hussein a, Nicolas Milliken a, O. Remus Tutunea-Fatan a and Evgueni V. Bordatchev b aWestern University, London, Canada; bNational Research Council of Canada, Canada ABSTRACT KEYWORDS Retroreflectors (RR) are passive optical structures that are capable of returning incident light back to Automotive lighting; the source. The focus of the current study is represented by the right triangular prism (RTP) geometry retroreflector design; optical which could be a more efficient alternative to the traditional inverted corner cube geometry. While performance; 3½½-axis current manufacturing practices rely solely on the use of conventional pin-bundling techniques, the diamond cutting work reported in this study presents further enhancements of the previously introduced ultraprecise single point inverted cutting technique which can be used in a manner approximately similar to 3½½-axis kinematics. The experimental results obtained have demonstrated both the feasibility of the proposed fabrication approach as well as the optical viability of the fabricated RTP elements. 1. Introduction example in this category is represented by the taillights A retroreflector (RR) is a passive optical device that installed on virtually all transportation vehicles [11]. reflects light back to the originating source through a However, the fabrication of the corner cube geome- range of incident angles deviating from the normal axis. try poses an inherent challenge in a sense that rotating RRs can be divided into two categories: lens-and-mirror, toolscannotbeusedtoproducethegeometryofthe and inverted corner cube (ICC). -
Effects of Retroreflector Positioning on Nighttime Recognition of Pedestrians
UMTRI-95-18 EFFECTS OF RETROREFLECTOR POSITIONING ON NIGHTTIME RECOGNITION OF PEDESTRIANS Juha Luoma Josef Schumann Eric C. Traube June 1995 EFFECTS OF RETROREFLECTOR POSITIONING ON NIGHTTIME RECOGNITION OF PEDESTRIANS Juha Luoma Josef Schumann Eric C. Traube The University of Michigan Transportation Research Institute Ann Arbor, Michigan 48109-2150 U.S.A. Report No. UMTRI-95-18 June 1995 Technical Report Documentation Page 1. Report No. 2. Government Accession No. 3. Recipient’s Catalog No. UMTRI-95-18 4. Title and Subtitle 5. Report Date Effects of retroreflector positioning on nighttime recognition of June 1995 pedestrians 6. Performing Organization Code 302753 7. Author(s) 8. Performing Organization Report No. Luoma, J., Schumann, J., and Traube, E.C. UMTRI-95-18 9. Performing Organization Name and Address 10. Work Unit no. (TRAIS) The University of Michigan Transportation Research Institute 2901 Baxter Road, Ann Arbor, Michigan 48109-2150, U.S.A. 11. Contract or Grant No. 12. Sponsoring Agency Name and Address 13. Type of Report and Period Covered The University of Michigan Industry Affiliation Program for Human Factors in Transportation Safety 14. Sponsoring Agency Code 15. Supplementary Notes The Affiliation Program currently includes Adac Plastics, Bosch, Chrysler, Delphi Interior and Lighting Systems, Ford (Plastic and Trim Products Division), General Electric, GM NAO Safety Center, Hella, Ichikoh Industries, Koito Manufacturing, LESCOA, Libbey-Owens-Ford, Magneti Marelli, North American Lighting, Osram Sylvania, Philips Lighting, PPG Industries, Reflexite, Stanley Electric, TEXTRON Automotive, United Technologies Automotive Systems, Valeo, Wagner Lighting, and 3M. 15. Abstract This field study was designed to investigate potential effects of retroreflector positioning on recognition of nighttime pedestrians. -
Operating a Motorcycle Or Moped Is Very Different in Many Ways When Compared
University of Central Florida STARS Electronic Theses and Dissertations, 2004-2019 2008 Motorcycle Conspicuity: The Effects Of Age And Vehicular Daytime Running Lights Lorenzo Torrez University of Central Florida Part of the Psychology Commons Find similar works at: https://stars.library.ucf.edu/etd University of Central Florida Libraries http://library.ucf.edu This Doctoral Dissertation (Open Access) is brought to you for free and open access by STARS. It has been accepted for inclusion in Electronic Theses and Dissertations, 2004-2019 by an authorized administrator of STARS. For more information, please contact [email protected]. STARS Citation Torrez, Lorenzo, "Motorcycle Conspicuity: The Effects Of Age And Vehicular Daytime Running Lights" (2008). Electronic Theses and Dissertations, 2004-2019. 3757. https://stars.library.ucf.edu/etd/3757 MOTORCYCLE CONSPICUITY: THE EFFECTS OF AGE AND VEHICULAR DAYTIME RUNNING LIGHTS by LORENZO I. TORREZ B.A. Adams State College, 2000 M.S. University of Central Florida, 2008 A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Department of Psychology in the College of Sciences at The University of Central Florida Orlando, Florida Spring Term 2008 Major Professor: Janan Smither © 2008 Lorenzo I. Torrez ii ABSTRACT Research has shown that riding a motorcycle can potentially be much more dangerous than operating a conventional vehicle. There are factors inherent in driving or riding a small two wheeled vehicle, such as a motorcycle, moped or even bicycle that can potentially decrease their ability to be seen or noticed by other drivers. This disadvantage is reflected in the disproportionate overrepresentation of injuries and/or fatalities incurred by this particular driving group.