Planning for Automated Vehicles in Edmonton Final Report
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Public Support Measures for Connected and Automated Driving
Public support measures for connected and automated driving PUBLIC SUPPORT MEASURES FOR CONNECTED AND AUTOMATED DRIVING Final Report Tender No. GROW-SME-15-C-N102 within the Framework contract No. ENTR/300/PP/2013/FC Written by SPI, VTT and ECORYS May - 2017 Page | i Public support measures for connected and automated driving Europe Direct is a service to help you find answers to your questions about the European Union. Freephone number (*): 00 800 6 7 8 9 10 11 (*) The information given is free, as are most calls (though some operators, phone boxes or hotels may charge you). Reference No. GROW-SME-15-C-N102 Framework contract No. ENTR/300/PP/2013/FC 300/PP/2013/FC The information and views set out in this study are those of the authors and do not necessarily reflect the official opinion of the European Commission. The European Commission does not guarantee the accuracy of the data included in this study. Neither the European Commission nor any person acting on the European Commission’s behalf may be held responsible for the use which may be made of the information contained herein. More information on the European Union is available on the Internet (http://www.europa.eu). ISBN 978-92-9202-254-9 doi: 10.2826/083361 AUTHORS OF THE STUDY Sociedade Portuguesa de Inovação (SPI – Coordinator): Augusto Medina, Audry Maulana, Douglas Thompson, Nishant Shandilya and Samuel Almeida. VTT Technical Research Centre of Finland (VTT): Aki Aapaoja and Matti Kutila. ECORYS: Erik Merkus and Koen Vervoort Page | ii Public support measures for connected and automated driving Contents Acronym Glossary ................................................................................................ -
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. -
How Governments Can Promote Automated Driving
Volume 47 Issue 1 Winter Winter 2017 How Governments Can Promote Automated Driving Bryant Walker Smith University of South Carolina School of Law Recommended Citation Bryant W. Smith, How Governments Can Promote Automated Driving, 47 N.M. L. Rev. 99 (2017). Available at: https://digitalrepository.unm.edu/nmlr/vol47/iss1/5 This Article is brought to you for free and open access by The University of New Mexico School of Law. For more information, please visit the New Mexico Law Review website: www.lawschool.unm.edu/nmlr HOW GOVERNMENTS CAN PROMOTE AUTOMATED DRIVING Bryant Walker Smith* I. ABSTRACT .................................................................................... 100 II. INTRODUCTION ............................................................................. 100 III. IN CONTEXT .................................................................................. 102 A. A Future Different from the Present ...................................... 102 B. The Legal Context .................................................................. 104 C. Three Pathways to Fully Automated Driving ........................ 106 IV. ADMINISTRATIVE STRATEGIES ..................................................... 113 A. Prepare Government .............................................................. 113 B. Prepare Infrastructure ........................................................... 114 C. Plan Infrastructure................................................................. 117 D. Leverage Procurement .......................................................... -
Autonomous Cars: Past, Present and Future
Autonomous Cars: Past, Present and Future A Review of the Developments in the Last Century, the Present Scenario and the Expected Future of Autonomous Vehicle Technology Keshav Bimbraw Mechanical Engineering Department, Thapar University, P.O. Box 32, Patiala, Punjab, India Keywords: Autonomous Cars, Autonomous Vehicles, Cars, Mechatronics Systems, Intelligent Transportation Technologies and Systems, Automation. Abstract: The field of autonomous automation is of interest to researchers, and much has been accomplished in this area, of which this paper presents a detailed chronology. This paper can help one understand the trends in autonomous vehicle technology for the past, present, and future. We see a drastic change in autonomous vehicle technology since 1920s, when the first radio controlled vehicles were designed. In the subsequent decades, we see fairly autonomous electric cars powered by embedded circuits in the roads. By 1960s, autonomous cars having similar electronic guide systems came into picture. 1980s saw vision guided autonomous vehicles, which was a major milestone in technology and till date we use similar or modified forms of vision and radio guided technologies. Various semi-autonomous features introduced in modern cars such as lane keeping, automatic braking and adaptive cruise control are based on such systems. Extensive network guided systems in conjunction with vision guided features is the future of autonomous vehicles. It is predicted that most companies will launch fully autonomous vehicles by the advent of next decade. The future of autonomous vehicles is an ambitious era of safe and comfortable transportation. 1 INTRODUCTION ‘Linriccan Wonder’. Significant advances in autonomous car technology has been made after the Consumers all around the whole world are enthusiastic advent of the vision guided Mercedes-Benz robotic about the advent of autonomous cars for public. -
Global Driverless Vehicle Survey 2018 2
Global Driverless 2018 Vehicle Survey Disclaimer Baker & McKenzie International is a global law firm with member law firms around the world. In accordance with the common terminology used in professional service organizations, reference to a "partner" means a person who is a partner or equivalent in such a law firm. Similarly, reference to an "office" means an office of any such law firm. This may qualify as "Attorney Advertising" requiring notice in some jurisdictions. Prior results do not guarantee a similar outcome. The information in this material is only a general overview of several jurisdictions. It is not offered as advice on any particular matter and should not be taken as such. The Firm and the contributing authors expressly disclaim any and all liability to any person regarding the consequences of anything done or omitted, to be done wholly or partly, in reliance upon the whole or any part of the contents of this material. Anyone who reads this document should refrain from acting based on any matter contained in this material without receiving specific professional advice regarding the particular facts and circumstances in issue. Global Driverless Vehicle Survey 2018 2 Contents INTRODUCTION .................................................................................................................. 5 EXECUTIVE SUMMARY ...................................................................................................... 5 Contributing Lawyers ........................................................................................................ -
Embracing the Future of Land Transportation: Valuing Flexibility in Design and Technology Options for Autonomous Vehicle Developments in Singapore
Embracing the Future of Land Transportation: Valuing Flexibility in Design and Technology Options for Autonomous Vehicle Developments in Singapore by Huiling Eng B.Eng. Bioengineering, Nanyang Technological University, 2007 SUBMITTED TO THE SYSTEM DESIGN AND MANAGEMENT PROGRAM IN PARTIAL FULFILMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE IN ENGINEERING AND MANAGEMENT AT THE MASSACHUSETTS INSTITUTE OF TECHNOLOGY FEBRUARY 2017 © 2017 Huiling Eng. All rights reserved. The author hereby grants to MIT permission to reproduce and to distribute publicly paper and electronic copies of this thesis document in whole or in part in any medium now known or hereafter created. Signature of Author: ____________________________________________________________ Huiling Eng System Design and Management Program November 15, 2016 Certified by: __________________________________________________________________ Richard de Neufville Professor of Engineering Systems, MIT Institute for Data, Systems, and Society Thesis Supervisor Accepted by: _________________________________________________________________ Warren Seering Weber-Shaughness Professor of Mechanical Engineering [This Page is Intentionally Left Blank] 2 Embracing the Future of Land Transportation: Valuing Flexibility in Design and Technology Options for Autonomous Vehicle Developments in Singapore by Huiling Eng Submitted to the System Design and Management Program on November 15, 2016 in Partial Fulfilment of the Requirements for the Degree of Master of Science in Engineering and Management ABSTRACT This thesis examines the prospects of implementing fully autonomous vehicles in Singapore, and proposes flexible design and development strategies to maximize value creation. This approach recognizes the uncertainties associated with emerging technology domains, and illustrates how an adaptive policy can enable the policymaker to apply policy levers timely to leverage upside opportunities and mitigate downside risks. -
Driverless Vehicles
REALISING THE POTENTIAL OF DRIVERLESS VEHICLES Recommendations for Law Reform Michael Cameron The New Zealand Law Foundation Wellington, New Zealand © 2018 Michael Cameron This book is copyright. Apart from fair dealing for the purpose of private study, re- search, criticism, or review, as permitted by the Copyright Act 1994, no part may be reproduced by any process without prior permission of the author. Published in 2018 by the New Zealand Law Foundation. National Library of New Zealand Cataloguing-in-Publication data ISBN-13: 9781984112491 ISBN-10: 198411249X Cover design by Gabrielle Baker. For more work visit www.gabriellebaker.space Contact Michael Cameron at [email protected] For Liv Contents Preface � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � ix Acknowledgments � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � xi 1 End of an Era � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � �1 2 A Brief History of Driverless Vehicles � � � � � � � � � � � � � � � � � � � � � � � �13 3 The First Applications � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � �34 4 The Inherent Legality of Driverless Vehicles � � � � � � � � � � � � � � � � � � �45 5 Ensuring the Safety of Driverless Vehicles� � � � � � � � � � � � � � � � � � � � �51 6 Civil Liability for Property Damage � � � � � � � � � � � � � � � � � � � � � � � � � �74 7 Civil Liability for Personal Injury � � � � � � � � � � � � � � � � � � � -
Assistive Technology; Autonomous Vehicles
The Future of Driving Assistive Technology; Autonomous Vehicles A Presentation to the Seattle Actuarial Society March 21. 2014 Introduction Who I Am, What I Will Talk About Professor William Covington Director, Technology Law and Public Policy Clinic University of Washington School of Law sas w14 2 Introduction Who I Am, What I Will Talk About What is the Tech-Law Clinic and what do we do? Made up of 2Ls and 3Ls and LLMs Engage in long term studies where high technology and public policy converge. In the past have studied issues surrounding Internet access in rural areas and use of alternative energy This academic year looking at autonomous vehicles and state legislation; aim is to inform policy makers of what they might consider doing to prepare for this new technology sas w14 3 Introduction Who I Am, What I Will Talk About What I Will Talk About Autonomous vehicles What they are What will they do When will they come on line Legislation Assistive features (touch on some but not all) What they are What they do Who offers them for sale Impact on safety Adaption sas w14 4 Introduction Who I Am, What I Will Talk About Waiver of Liability Much data has been provided to me by other sources Glad to provide links to informational sources Major sources of information Insurance Institute for Highway Safety (Highway Loss Data Institute) independent, nonprofit scientific and educational organization; founded in 1959 (“IIHS” “HLDI”) European Field Operational Test four year (2008-2012) comprehensive study of in-vehicle systems and assistive devices (“EU-FOT”) United States Department of Transportation number of studies on assistive technology sas w14 5 Autonomous Vehicles What are they? Defined a robotic vehicle that is designed to travel between destinations without a human operator. -
University of California Santa Cruz Tightly-Coupled Lidar
UNIVERSITY OF CALIFORNIA SANTA CRUZ TIGHTLY-COUPLED LIDAR AND CAMERA FOR AUTONOMOUS VEHICLES A dissertation submitted in partial satisfaction of the requirements for the degree of DOCTOR OF PHILOSOPHY in ELECTRICAL ENGINEERING by Mohammad Hossein Daraei June 2018 The Dissertation of Mohammad Hossein Daraei is approved: Professor Hamid Sadjadpour, Chair Professor Yu Zhang Professor Roberto Manduchi Tyrus Miller Vice Provost and Dean of Graduate Studies Copyright © by Mohammad Hossein Daraei 2018 Table of Contents List of Figures v List of Tables vii Abstract viii Dedication x Acknowledgments xi 1 Introduction 1 2 Environment Perception for Autonomous Driving 9 2.1 Literature on Environment Perception . 10 2.2 Measuring the Surroundings . 14 2.3 Multi-modal Spatio-temporal Association . 17 2.3.1 Continuous Mapping Between Sensor Spaces . 20 2.3.2 Discrete Multi-modal Measurement Association . 22 2.4 Distance-aware Processing Resolution . 23 2.5 Proposed Fusion Architecture . 29 3 Velocity Estimation 34 3.1 Related Work . 36 3.2 Problem Formulation . 41 3.3 Proposed Motion Estimation and Depth Reconstruction . 42 3.3.1 Energy Function Derivation . 43 3.3.2 LiDAR Data Term EP (v, d) ................. 45 3.3.3 Surface Smoothness Term ES (d) .............. 46 3.3.4 LiDAR Likelihood Term, EL(v) ............... 49 3.3.5 Image-based Data Term EI (v)................ 50 3.3.6 Occlusion and parallax modeling . 53 3.4 Optimization . 54 iii 3.4.1 Inference and Tracking . 54 3.4.2 Non-linear Penalization . 57 3.4.3 Multi-resolution analysis . 58 3.5 B-Spline Wavelets as Basis Functions . -
Automated Vehicles: a Joint Preliminary Consultation Paper
Automated Vehicles A joint preliminary consultation paper Law Commission Scottish Law Commission Consultation Paper 240 Discussion Paper 166 Law Commission Consultation Paper No 240 Scottish Law Commission Discussion Paper No 166 Automated Vehicles A joint preliminary consultation paper 08 November 2018 © Crown copyright 2018 This publication is licensed under the terms of the Open Government Licence v3.0 except where otherwise stated. To view this licence, visit nationalarchives.gov.uk/doc/open- government-licence/version/3 Where we have identified any third party copyright information you will need to obtain permission from the copyright holders concerned. This publication is available at https://www.lawcom.gov.uk/project/automated-vehicles/ and at https://www.scotlawcom.gov.uk/publications. THE LAW COMMISSIONS – HOW WE CONSULT Topic of this consultation: The Centre for Connected and Automated Vehicles (CCAV) has asked the Law Commission of England and Wales and the Scottish Law Commission to examine options for regulating automated road vehicles. It is a three-year project, running from March 2018 to March 2021. This preliminary consultation paper focuses on the safety of passenger vehicles. Driving automation refers to a broad range of vehicle technologies. Examples range from widely-used technologies that assist human drivers (such as cruise control) to vehicles that drive themselves with no human intervention. We concentrate on automated driving systems which do not need human drivers for at least part of the journey. This paper looks at are three key themes. First, we consider how safety can be assured before and after automated driving systems are deployed. Secondly, we explore criminal and civil liability. -
The Path to Autonomous Vehicles
ON THE PATH TO AUTONOMOUS VEHICLES Dr. Bill Sowell, MBA, PhD Vice President- Eberle Design, Inc. & Reno A&E (USA) Vice Chairman- International Road Federation (IRF) Executive Committee & Board of Directors Chairman- IRF Intelligent Transportation Systems (ITS) & Systems Engineering Committee Chairman- NEMA 3TS Performance Measures Technical Committee (TS-9 Standard) 15th Arizona Pavements / Materials Conference © COPYRIGHT 2018. Eberle Design, Inc. All Rights Reserved. AGENDA • Introduction and Definitions • History • Today • Potential • Autonomous Vehicle Programs • Predictions and Conclusions 15th Arizona Pavements / Materials Conference INTRODUCTION 15th Arizona Pavements / Materials Conference VEHICULAR AUTOMATION • Vehicular automation involves the use of Mechatronics (Mechanics + Electronics) Artificial Intelligence (AI) Multi-agent System to assist a vehicle's operator Automatic Driver Assist System, or “ADAS”. • These vehicle features may be labeled as “intelligent” or “smart”. • A vehicle using automation for difficult tasks, especially navigation, may be referred to as “semi- autonomous”. 15th Arizona Pavements / Materials Conference DEFINITIONS • An autonomous car is a type of autonomous vehicle capable of fulfilling the human transportation capabilities of a traditional car. • An autonomous vehicle, is capable of sensing its environment and navigating without direct human input (ie, truck, small delivery, paratransit, drones). 15th Arizona Pavements / Materials Conference HISTORY 15th Arizona Pavements / Materials Conference -
2015 Automated Vehicle Literature Review As Part of Preparing a Possible Oregon Road Map for Connected Vehicle/Cooperative Systems Deployment Scenarios
2015 AUTOMATED VEHICLE LITERATURE REVIEW AS PART OF PREPARING A POSSIBLE OREGON ROAD MAP FOR CONNECTED VEHICLE/COOPERATIVE SYSTEMS DEPLOYMENT SCENARIOS Task 2 Report SPR 764 2015 Automated Vehicle Literature Review as Part of Preparing a Possible Oregon Road Map for Connected Vehicle/Cooperative Systems Deployment Scenarios Task 2 Report SPR 764 by Robert L. Bertini, Ph.D., P.E. Haizhong Wang, Ph.D. Todd M. Borkowitz, R.L.A. Derek H. Wong Civil and Environmental Engineering, California Polytechnic State University San Luis Obispo 1 Grand Avenue, San Luis Obispo, CA 93407-0353 School of Civil and Construction Engineering, Oregon State University 220 Owen Hall, Corvallis OR 97331 for Oregon Department of Transportation Research Section 555 13th Street NE, Suite 1 Salem OR 97301 and Federal Highway Administration 400 Seventh Street, SW Washington, DC 20590-0003 April 2016 Technical Report Documentation Page 1. Report No. 2. Government Accession No. 3. Recipient’s Catalog No. FHWA-OR-RD-16-12 4. Title and Subtitle 5. Report Date 2015 Automated Vehicle Literature Review as Part of Preparing a -April 2016- Possible Oregon Road Map for Connected Vehicle/Cooperative 6. Performing Organization Systems Deployment Scenarios Code 7. Author(s) 8. Performing Organization Dr. Robert L. Bertini, Dr. Haizhong Wang, Todd M. Borkowitz, Derek H. Report No. Wong 9. Performing Organization Name and Address 10. Work Unit No. (TRAIS) Civil and Environmental Engineering, California Polytechnic State University San Luis Obispo 11. Contract or Grant No. 1 Grand Avenue, San Luis Obispo, CA 93407-0353 SPR 764 School of Civil and Construction Engineering, Oregon State University 220 Owen Hall, Corvallis OR 97331 12.