Enabling automated driving with artificial intelligence and connectivity Dr. David Weidenfelder
|
|
|
- Darlene Scott
- 5 years ago
- Views:
Transcription
1 Enabling automated driving with artificial intelligence and connectivity Dr. David Weidenfelder Business Unit Driver Assistance Chassis Systems Control Robert Bosch GmbH
2 Sense Think Act Video Perceive + plan Radar Locate Lidar Ultrasonics Cloud Sensor data fusion SW redundancy Redundant steering and braking systems Video Radar Safe and legal driving GNSS CAN Vehicle computer Redundancy is crucial throughout sensing, thinking and acting AI and connectivity are enabler for automated driving
3 AI goes embedded 5 Chassis Systems Control CC-DA/NE
4 SW redundancy How AI can be fooled Source: Youtube Source: Youtube 6 Chassis Systems Control Stephan Stass
5 SW redundancy Coming video generation Multipath approach 7 Chassis Systems Control Dr. David Weidenfelder
6 GOPS/Image Accuracy Energy Coming video generation Deep learning goes embedded Standard VGG16 BoschNet Number of operations Accuracy Energy consumption 8 Chassis Systems Control CC-DA/NE VGG16 BoschNet VGG16 BoschNet Com. GPU Bosch video
7 Bosch road signature Accurate localization service OEM cloud Map partner cloud Bosch Road Signature Cloud Integrated HD map with Bosch Road Signature Partner HD map layers Video Road Signature Data Radar Road Signature Data
8 Bosch road signature Reliable localization in all conditions Performance Performance Camera Radar Camera Radar Good conditions Bad conditions 10 Chassis Systems Control CC-DA/GP
9 Bosch road signature Radar-only localization Precise (10 cm) Efficient (~10 kb/km) Weather-independent 11 Chassis Systems Control Dr. David Weidenfelder
10 Computational power High performance computing is one key enabler Body Computer ESP Powertrain ECU Head Unit Privately Owned Automated Cars Highway Robotaxi Computer Computing power 0,5K DMIPS 1,5K DMIPS 5K DMIPS 20K DMIPS ~560K DMIPS ~2000K DMIPS 100K 500K DMIPS AI computing power ~300 TOPS ~1300 TOPS 44 TOPS* Safety MID (ASIL B) HIGH (ASIL D) MID (ASIL B) LOW/MID (QM/ASIL B) HIGH (ASIL D) HIGH (ASIL D) LOW Memory (Flash) 64 MB Up to 6 MB 4 MB 16 MB 64 GB GB 8 GB 128 GB 12 Chassis Systems Control Stephan Stass DMIPS = Dhry stones million instructions per second TOPS = Tera operations per second (8 bit) ASIL = Automotiv e Saf ety Integrity Lev el * Nv idia GTX 1080 TitanX
11 Fundamentals of safety Increased safety with assisting functions Automated driving (L3-L5) System malfunctions ABS ESP Automatic emergency braking Safety of the intended functionality* (SOTIF) Traction control system Electrical steering systems Active pedestrian protection Misinterpretations of environment and foreseen misuse Safe driving Driving rules and behavior Airbag control unit Lane departure warning Evasive steering support Bosch drives safety on system level for decades * SOTIF not finalized yet. Release ongoing. Bosch is member or founder of committees Integrated safety (ISO26262) KI Highway pilot Robotaxi
12 Enabling automated driving with artificial intelligence and connectivity Thank you
Pushing the limits of automated driving with artificial intelligence and connectivity
Pushing the limits of automated driving with artificial intelligence and connectivity Stephan Stass Senior Vice President Business Unit Driver Assistance Chassis Systems Control Robert Bosch GmbH Traffic
DA to AD systems L3+: An evolutionary approach incorporating disruptive technologies
DA to AD systems L3+: An evolutionary approach incorporating disruptive technologies Dr. Dieter Hötzer Vice President Business Unit Automated Driving Chassis Systems Control Robert Bosch GmbH Traffic jam
The Imperative to Deploy. Automated Driving. CC MA-Info, 15th December 2016 Dr. Hans-Peter Hübner Kay (CC/EB4) Stepper
The Imperative to Deploy 1 Automated Driving CC MA-Info, 15th December 2016 Dr. Hans-Peter Hübner Kay (CC/EB4) Stepper 2 Paths to the Car of the Future costs roaming e-bike driving enjoyment hybrid electric
BlueBox: Complete Autonomous Vehicle Platform Using NXP Silicon at Each ADAS Node EXTERNAL USE
BlueBox: Complete Autonomous Vehicle Platform Using NXP Silicon at Each ADAS Node Safe & Secure Mobility 90% Innovation Through Electronics Seamlessly Connected Mobility Experience ADAS Towards Self-Driving
Cars that think and act automated driving for greater road safety
Cars that think and act automated driving for greater road safety Dr. Dirk Hoheisel Member of the board of management, Robert Bosch GmbH 1 Megatrends The world is changing, and mobility is changing with
Cars that think and act automated driving for greater road safety
Cars that think and act automated driving for greater road safety Dr. Dirk Hoheisel Member of the board of management, Robert Bosch GmbH 1 Megatrends The world is changing, and mobility is changing with
RENAULT and TOULOUSE : A long success story ready for the future
RENAULT and TOULOUSE : A long success story ready for the future Rémi ASTIEN Renault Automotive Prospective VP Renault and Toulouse : soon 40 years of innovation R25 GTX : 1984 EMS 2010 1978 ECU FENIX
Autonomous Vehicles Transforming Vehicle Development André Rolfsmeier dspace Technology Conference 2017
Autonomous Vehicles Transforming Vehicle Development André Rolfsmeier dspace Technology Conference 2017 dspace GmbH Rathenaustr. 26 33102 Paderborn Germany 2 Main visions in the automobile industry What
The connected vehicle is the better vehicle!
AVL Tagung Graz, June 8 th 2018 Dr. Rolf Bulander 1 Bosch GmbH 2018. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications
Infineon AURIX 32-bit microcontrollers as the basis for ADAS / Automated Driving Deutsche Bank AutoTech Conference San Francisco, 11 May 2017
Infineon AURIX 32-bit microcontrollers as the basis for ADAS / Automated Driving Deutsche Bank AutoTech Conference San Francisco, 11 May 2017 Dr. Jürgen Rebel Corporate Vice President, Investor Relations
Automated Driving - Object Perception at 120 KPH Chris Mansley
IROS 2014: Robots in Clutter Workshop Automated Driving - Object Perception at 120 KPH Chris Mansley 1 Road safety influence of driver assistance 100% Installation rates / road fatalities in Germany 80%
Driver assistance systems and outlook into automated driving
Driver assistance systems and outlook into automated driving EAEC-ESFA2015 Bucharest November 2015 1 General presentation of the Bosch Group Some 45,600 1 researchers and developers work at Bosch: at 94
RESEARCH FUNDING KEY TO AUTONOMOUS DRIVING
DRIVING FUTURE PLATFORM - MARCH 07 2018 RESEARCH FUNDING KEY TO AUTONOMOUS DRIVING DR. ECKARD STEIGER ROBERT BOSCH GMBH Automated Driving Key Element of Future Mobility Connected mobility Automated mobility
The path towards Autonomous Driving
The path towards Autonomous Driving Dr. Martin Duncan AEIT Seminario Catania, 17th November 2 Introduction Cameras and the path towards autonomous driving Need of supplementary sensors Conclusions The
FUNCTIONAL SAFETY FOR AUTONOMOUS DRIVING
FUNCTIONAL SAFETY FOR AUTONOMOUS DRIVING Dr. Justyna Zander, NVIDIA January 30, 2017 IS&T Int. Symposium on Electronic Imaging 2017; Autonomous Vehicles and Machines 2017; 29 January - 2 February, 2017
MEMS Sensors for automotive safety. Marc OSAJDA, NXP Semiconductors
MEMS Sensors for automotive safety Marc OSAJDA, NXP Semiconductors AGENDA An incredible opportunity Vehicle Architecture (r)evolution MEMS & Sensors in automotive applications Global Mega Trends An incredible
Integrated ADAS HIL System with the Combination of CarMaker and Various ADAS Test Benches. Jinjong Lee, Konrad Yu-Mi Song, Hyundai-Autron
Integrated ADAS HIL System with the Combination of CarMaker and Various ADAS Test Benches Jinjong Lee, Konrad Yu-Mi Song, Hyundai-Autron 1 Agenda Part1. ADAS Sensor Fusion HILS Trend 1.1 The trend of ADAS
ZF Advances Key Technologies for Automated Driving
Page 1/5, January 9, 2017 ZF Advances Key Technologies for Automated Driving ZF s See Think Act supports self-driving cars and trucks ZF and NVIDIA provide computing power to bring artificial intelligence
On the role of AI in autonomous driving: prospects and challenges
On the role of AI in autonomous driving: prospects and challenges April 20, 2018 PhD Outreach Scientist 1.3 million deaths annually Road injury is among the major causes of death 90% of accidents are caused
Tips & Technology For Bosch business partners
Tips & Technology For Bosch business partners Current topics for successful workshops No. 70/2013 Electrics / Electronics Automated driving The future of mobility High-performance driver assistance systems
EMERGING TRENDS IN AUTOMOTIVE ACTIVE-SAFETY APPLICATIONS
EMERGING TRENDS IN AUTOMOTIVE ACTIVE-SAFETY APPLICATIONS Purnendu Sinha, Ph.D. Global General Motors R&D India Science Lab, GM Tech Center (India) Bangalore OUTLINE OF THE TALK Introduction Landscape of
Safety for Self-driving Cars
Tech.AD. 5-6 March, 2018 Berlin Safety for Self-driving Safety for Cars Self-driving Cars -Challenges and Some Solutions -Challenges and Some Solutions Author: Håkan Sivencrona, PhD Functional Jonas Nilsson,
On the road to automated vehicles Sensors pave the way!
On the road to automated vehicles Sensors pave the way! 26B connected devices 250M connected vehicles by 2020 Ottomatika http://www.cmu.edu/news/stories/archives/2015/august/spinoff-acquired.html
LiDAR Teach-In OSRAM Licht AG June 20, 2018 Munich Light is OSRAM
www.osram.com LiDAR Teach-In June 20, 2018 Munich Light is OSRAM Agenda Introduction Autonomous driving LIDAR technology deep-dive LiDAR@OS: Emitter technologies Outlook LiDAR Tech Teach-In June 20, 2018
Security for the Autonomous Vehicle Identifying the Challenges
Security for the Autonomous Vehicle Identifying the Challenges Mike Parris Head of Secure Car Division November 2016 Today s agenda A Definition Developing a Threat Model Key Findings Conclusions 2 A Definition
Syllabus: Automated, Connected, and Intelligent Vehicles
Page 1 of 8 Syllabus: Automated, Connected, and Intelligent Vehicles Part 1: Course Information Description: Automated, Connected, and Intelligent Vehicles is an advanced automotive technology course that
Új technológiák a közlekedésbiztonság jövőjéért
Új technológiák a közlekedésbiztonság jövőjéért Dr. Szászi István Occupant Safety Robert Bosch Kft. 1 Outline 1. Active and Passive Safety - definition 2. Driver Information Functions 3. Driver Assistance
WHITE PAPER Autonomous Driving A Bird s Eye View
WHITE PAPER www.visteon.com Autonomous Driving A Bird s Eye View Autonomous Driving A Bird s Eye View How it all started? Over decades, assisted and autonomous driving has been envisioned as the future
END TO END NEEDS FOR AUTONOMOUS VEHICLES NORM MARKS SEPT. 6, 2018
END TO END NEEDS FOR AUTONOMOUS VEHICLES NORM MARKS SEPT. 6, 2018 THE MOST EXCITING TIME IN TECH HISTORY GAMING $100B Industry ARTIFICIAL INTELLIGENCE $3T IT Industry AUTONOMOUS VEHICLES $10T Transportation
Deep Learning Will Make Truly Self-Driving Cars a Reality
Deep Learning Will Make Truly Self-Driving Cars a Reality Tomorrow s truly driverless cars will be the safest vehicles on the road. While many vehicles today use driver assist systems to automate some
Automated Driving is the declared goal of the automotive industry. Systems evolve from complicated to complex
Automated Driving is the declared goal of the automotive industry Systems evolve from complicated to complex Radar Steering Wheel Angle Motor Speed Control Head Unit target vehicle candidates, their velocity
STRATEGIES FOR THE MOBILITY TRANSFORMATION HANNO MIORINI, ROBERT BOSCH GROUP
STRATEGIES FOR THE MOBILITY TRANSFORMATION HANNO MIORINI, ROBERT BOSCH GROUP Bosch four business sectors Key Figures 2017* Bosch Group 78.0 billion euros in sales Our objective: To develop innovative,
Car Technologies Stanford and CMU
Car Technologies Stanford and CMU Stanford Racing Stanford Racing s entry was dubbed Junior in honor of Leland Stanford Jr. Team led by Sebastian Thrun and Mike Montemerlo (from SAIL) VW Passat Primary
Bitte decken Sie die schraffierte Fläche mit einem Bild ab. Please cover the shaded area with a picture. (24,4 x 7,6 cm)
Bitte decken Sie die schraffierte Fläche mit einem Bild ab. Please cover the shaded area with a picture. (24,4 x 7,6 cm) ADAS and Automated Driving Functionality Blessing and Curse Alfred Eckert, Head
Automotive Business Update Maxim Integrated December 5, 2017
Automotive Business Update Maxim Integrated December 5, 2017 Safe Harbor This presentation contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended,
PSA Peugeot Citroën Driving Automation and Connectivity
PSA Peugeot Citroën Driving Automation and Connectivity June 2015 Automation Driver Levels of Automated Driving Driver continuously performs the longitudinal and lateral dynamic driving task Driver continuously
THE FUTURE OF SAFETY IS HERE
THE FUTURE OF SAFETY IS HERE TOYOTA S ADVANCED ACTIVE SAFETY PACKAGES: TSS-C AND TSS-P Crash protection starts with crash prevention. Collisions that result in injury may be caused by the delay in a driver
New impulses for sensing in automotive Dr. Richard Dixon
New impulses for sensing in automotive Dr. Richard Dixon Senior Principal Analyst, MEMS & Sensors Agenda Automotive MEMS & Sensor Market Overview New impulses Automated driving Electrification Trends Conclusions
Cars that can think and act for greater road safety Samantha Cockfield Road Safety TAC
Cars that can think and act for greater road safety Samantha Cockfield Road Safety TAC towards zero 20% 45 53 lives saved Strategy impact in 2020 623 703 fewer serious injuries 15% Megatrends The world
Technology Overview. Mary Gustanski. Glen De Vos. Vice President Engineering & Program Management. Vice President of Services, Delphi
Technology Overview Mary Gustanski Vice President Engineering & Program Management Glen De Vos Vice President of Services, Delphi 1 Automotive computing: More than Moore s Law DMIPS 1,000,000 Automotive
IN SPRINTS TOWARDS AUTONOMOUS DRIVING. BMW GROUP TECHNOLOGY WORKSHOPS. December 2017
IN SPRINTS TOWARDS AUTONOMOUS DRIVING. BMW GROUP TECHNOLOGY WORKSHOPS. December 2017 AUTOMATED DRIVING OPENS NEW OPPORTUNITIES FOR CUSTOMERS AND COMMUNITY. MORE SAFETY MORE COMFORT MORE FLEXIBILITY MORE
AI challenges for Automated & Connected Vehicles
AI challenges for Automated & Connected Vehicles Pr. Fabien MOUTARDE Center for Robotics MINES ParisTech PSL Université Fabien.Moutarde@mines-paristech.fr http://people.mines-paristech.fr/fabien.moutarde
Challenges To The Future of Mobility
Bitte decken Sie die schraffierte Fläche mit einem Bild ab. Please cover the shaded area with a picture. (24,4 x 7,6 cm) Challenges To The Future of Mobility Jeff Klei, President North America, Continental
What is the potential of driver assistance technologies to reduce the number of road accidents?
What is the potential of driver assistance technologies to reduce the number of road accidents? Stakeholders meeting on vehicle technologies to enhance road safety Brussels, 8 of March 2013 Thomas Lich,
Copyright 2016 by Innoviz All rights reserved. Innoviz
Innoviz 0 Cutting Edge 3D Sensing to Enable Fully Autonomous Vehicles May 2017 Innoviz 1 Autonomous Vehicles Industry Overview Innoviz 2 Autonomous Vehicles From Vision to Reality Uber Google Ford GM 3
NXP S32X AUTOMOTIVE PROCESSING PLATFORM
NXP S32X AUTOMOTIVE PROCESSING PLATFORM BRINGING FUTURE VEHICLES TO MARKET FASTER NXP and the NXP logo are trademarks of NXP B.V. All other product or service names are the property of their respective
Our Market and Sales Outlook
Our Market and Sales Outlook Art Blanchford Executive Vice President Sales and Product Planning 1 Leading Market Position in Large and Rapid Growing Market Addressable Market including potential opportunity
Future mobility in a dynamic environment. Dr. Rolf Bulander
Future mobility in a dynamic environment Dr. Rolf Bulander 02.03.2017 Bosch results 2016 Highlights of the business year 2 What s new in the Bosch world? International highlights 3 Global growth Not much
REGULATORY APPROVAL OF AN AI-BASED AUTONOMOUS VEHICLE. Alex Haag Munich,
REGULATORY APPROVAL OF AN AI-BASED AUTONOMOUS VEHICLE Alex Haag Munich, 10.10.2017 10/9/17 Regulatory Approval of an AI-based Autonomous Vehicle 2 1 INTRO Autonomous Intelligent Driving, GmbH Launched
C A. Right on track to enhanced driving safety. CAPS - Combined Active & Passive Safety. Robert Bosch GmbH CC/PJ-CAPS: Jochen Pfäffle
Right on track to enhanced driving safety C A SP Robert Bosch GmbH CC/PJ-CAPS: Jochen Pfäffle 1 Outline CAPS motivation & content of activity Accident analysis & development methodology Market, drivers,
AUTONOMOUS CARS: TECHNIQUES AND CHALLENGES
youtube.com/watch?v=ollfk8osnem AUTONOMOUS CARS: TECHNIQUES AND CHALLENGES Slides: https://dhgo.to/coe-cars Prof. Dr. Dominik Herrmann // University of Bamberg (Germany) Often inappropriately used. How
AUTONOMOUS VEHICLES & HD MAP CREATION TEACHING A MACHINE HOW TO DRIVE ITSELF
AUTONOMOUS VEHICLES & HD MAP CREATION TEACHING A MACHINE HOW TO DRIVE ITSELF CHRIS THIBODEAU SENIOR VICE PRESIDENT AUTONOMOUS DRIVING Ushr Company History Industry leading & 1 st HD map of N.A. Highways
Automated Driving: Design and Verify Perception Systems
Automated Driving: Design and Verify Perception Systems Giuseppe Ridinò 2015 The MathWorks, Inc. 1 Some common questions from automated driving engineers 1011010101010100101001 0101010100100001010101 0010101001010100101010
Citi's 2016 Car of the Future Symposium
Citi's 2016 Car of the Future Symposium May 19 th, 2016 Frank Melzer President Electronics Saving More Lives Our Guiding Principles ALV-AuthorInitials/MmmYYYY/Filename - 2 Real Life Safety The Road to
Machine Learning & Active Safety Using Autonomous Driving and NVIDIA DRIVE PX. Dr. Jost Bernasch Virtual Vehicle Research Center Graz, Austria
Machine Learning & Active Safety Using Autonomous Driving and NVIDIA DRIVE PX Dr. Jost Bernasch Virtual Vehicle Research Center Graz, Austria VIRTUAL VEHICLE Agenda 1 Open vehicle research platform 3 Austrian
Highly Automated Driving: Fiction or Future?
The future of driving. Final Event Highly Automated Driving: Fiction or Future? Prof. Dr. Jürgen Leohold Volkswagen Group Research Motivation The driver as the unpredictable factor: Human error is the
Trends in Automotive MEMS. Dr. Jan Peter Stadler Senior Vice President Engineering, Robert Bosch GmbH
Dr. Jan Peter Stadler Senior Vice President Engineering, Robert Bosch GmbH Agenda Market Overview Trends Higher Penetration Rates Miniaturization CE goes Automotive New Applications Summary 3 Market Size
Our Approach to Automated Driving System Safety. February 2019
Our Approach to Automated Driving System Safety February 2019 Introduction At Apple, by relentlessly pushing the boundaries of innovation and design, we believe that it is possible to dramatically improve
Deutsche Bank AutoTech Day
Deutsche Bank AutoTech Day Peter Schiefer Division President Automotive London, 22 June 2018 Infineon is well positioned in its addressed automotive product segments Automotive semiconductors 2017 total
Development and Future Outlook of Steering Systems
OUTLOOK Development and Future Outlook of Steering Systems H. MATSUOKA This report first describes the history of steering s, as well as the predicted future trends of ADAS (Advanced Driving Assist System)
AUTONOMOUS VEHICLES: PAST, PRESENT, FUTURE. CEM U. SARAYDAR Director, Electrical and Controls Systems Research Lab GM Global Research & Development
AUTONOMOUS VEHICLES: PAST, PRESENT, FUTURE CEM U. SARAYDAR Director, Electrical and Controls Systems Research Lab GM Global Research & Development GENERAL MOTORS FUTURAMA 1939 Highways & Horizons showed
Annual press conference on April 30, 2014 Press images
Annual press conference on April 30, 2014 Press images 1-CC-18794 Bosch stereo video sensor for driver assistance The Bosch stereo video cameras detect objects height and distance as well as capturing
Optimal energy efficiency, vehicle stability and safety on the OpEneR EV with electrified front and rear axles
Optimal energy efficiency, vehicle stability and safety on the OpEneR EV with electrified front and rear axles Berlin, Monday 17 June 2013 Dr. Stephen Jones, AVL Emre Kural, AVL Alexander Massoner, AVL
Accelerating the Driving Experience: The Semiconductor Point of View
Accelerating the Driving Experience: The Semiconductor Point of View Ron Nag - Texas Instruments North Dallas Chamber of Commerce Transportation Crossroads Conference- October 21, 2016 Automotive semiconductor
Items to specify: 4. Motor Speed Control. Head Unit. Radar. Steering Wheel Angle. ego vehicle speed control
Radar Steering Wheel Angle Motor Speed Control Head Unit target vehicle candidates, their velocity / acceleration target vehicle selection ego vehicle speed control system activation, status communication
Intuitive Driving: Are We There Yet? Amine Taleb, Ph.D. February 2014 I 1
Intuitive Driving: Are We There Yet? Amine Taleb, Ph.D. February 2014 I 1 February 2014 Outline Motivation Towards Connected/Automated Driving Valeo s Technologies and Perspective Automated Driving Connected
Autonomous Driving: The Short Term Impact
AUTOMOTIVE Autonomous Driving: The Short Term Impact 26 January 2017 Frankfurt, Germany Aaron Dale, Senior Analyst +44 1933 408 038 Aaron.Dale@ihsmarkit.com. All Rights Reserved. It is not the strongest
5G V2X. The automotive use-case for 5G. Dino Flore 5GAA Director General
5G V2X The automotive use-case for 5G Dino Flore 5GAA Director General WHY According to WHO, there were about 1.25 million road traffic fatalities worldwide in 2013, with another 20 50 million injured
AKTIV experiencing the future together. Dr. Ulrich Kreßel Daimler AG, Research Center Ulm Walter Schwertberger MAN Nutzfahrzeuge, München
AKTIV experiencing the future together Dr. Ulrich Kreßel Daimler AG, Research Center Ulm Walter Schwertberger MAN Nutzfahrzeuge, München Traffic Vehicle Communication German research initiative AKTIV:
THE WAY TO HIGHLY AUTOMATED DRIVING.
December 15th, 2014. THE WAY TO HIGHLY AUTOMATED DRIVING. DR. WERNER HUBER, HEAD OF DRIVER ASSISTANCE AND PERCEPTION AT BMW GROUP RESEARCH AND TECHNOLOGY. AUTOMATION IS AN ESSENTIAL FEATURE OF THE INTELLIGENT
LiDAR and the Autonomous Vehicle Revolution for Truck and Ride Sharing Fleets
July 12, 2017 LiDAR and the Autonomous Vehicle Revolution for Truck and Ride Sharing Fleets Louay Eldada CEO and Co-founder, Quanergy Systems New Paradigm in 3D Sensing Disruptive Technologies: Solid State
FANG Shouen Tongji University
Introduction to Dr. Fang Shou en Communist Party secretary of Tongji University; Doctoral supervisor in Tongji University; Executive director of China Intelligent Transportation Systems Association (CITSA)
NavInfo HD maps make automated driving safer and more comfortable. Xiao Gong
NavInfo HD maps make automated driving safer and more comfortable Xiao Gong Milestones 2002 2004 2006 2007 2009 2010 2011 2012 2013 2014 2015 2016 2017 JVs with NAVTEQ & TOYOTA Tsusho 1st Navi Data Supplier
BMW GROUP TECHNOLOGY WORKSHOPS AUTOMATED DRIVING-DIGITALIZATION MOBILITY SERVICES. December 2016
BMW GROUP TECHNOLOGY WORKSHOPS AUTOMATED DRIVING-DIGITALIZATION MOBILITY SERVICES December 2016 DISCLAIMER. This document contains forward-looking statements that reflect BMW Group s current views about
Autonomous Driving Technology for Connected Cars
Autonomous Driving Technology for Connected Cars With the reduction of automobile accidents being an important concern for the motoring public, there has been a lot of activity surrounding the development
How It Rolls Out. Vehicle Automation and the Future of Personal Transportation. Melissa Ruhl April 2015 ITE SF Bay Area
How It Rolls Out Vehicle Automation and the Future of Personal Transportation Melissa Ruhl April 2015 ITE SF Bay Area The horseless carriage? Where are we at today? Where are we at today? Defining vehicle
Autonomyof vehicles. Prof. dr. Jernej Klemenc, dr. Simon Oman
Autonomyof vehicles Prof. dr. Jernej Klemenc, dr. Simon Oman 12. Julij 2018 Content Sensors and ICT (information communication technology) Data processing -identification of traffic signalization and various
Collision Avoidance System. Protecting Your Fleet and Your Bottom Line
Collision Avoidance System Protecting Your Fleet and Your Bottom Line System Recognizes: Cars, Trucks, Motorcycles, Bicycles, Pedestrians, Lane Markings and Speed Limit Signs Reduce Accidents, Save Money
Lives Saved through Vehicle Design: Regulation, Consumer Information and the Future
Lives Saved through Vehicle Design: Regulation, Consumer Information and the Future Transport Research Board January 8, 2018 Adrian Lund iihs.org Crashworthiness in 1959 and 2009 Actual vs. potential car/ltv
AI Driven Environment Modeling for Autonomous Driving on NVIDIA DRIVE PX2
AI Driven Environment Modeling for Autonomous Driving on NVIDIA DRIVE PX2 Dr. Alexey Abramov, Christopher Bayer, Dr. Claudio Heller, Claudia Loy Chassis & Safety Agenda 1 2 3 4 5 6 7 Introduction Autonomous
THE FUTURE OF TRANSPORTATION DESIGN WITH AV/CV TECHNOLOGY
THE FUTURE OF TRANSPORTATION DESIGN WITH AV/CV TECHNOLOGY March 6, 2019 Chris Pauly 2018 HDR, Inc., all rights reserved. Technology Trends Future-Proofing Roadways Timelines TECHNOLOGY TRENDS Autonomous
How to build an autonomous anything
How to build an autonomous anything Michelle Hirsch Head of MATLAB Product Management MathWorks 2015 The MathWorks, Inc. 1 2 3 4 5 6 7 Autonomous Technology 8 Autonomous Having the power for self-governance
Robots on Our Roads: The Coming Revolution in Mobility. Ohio Planning Conference July 27, 2016 Richard Bishop
Robots on Our Roads: The Coming Revolution in Mobility Ohio Planning Conference July 27, 2016 Richard Bishop Myths! The roads need to be changed to make automated driving possible. WRONG! All vehicles
MAX PLATFORM FOR AUTONOMOUS BEHAVIORS
MAX PLATFORM FOR AUTONOMOUS BEHAVIORS DAVE HOFERT : PRI Copyright 2018 Perrone Robotics, Inc. All rights reserved. MAX is patented in the U.S. (9,195,233). MAX is patent pending internationally. AVTS is
Megatrends and their Impact on the Future of Mobility
Megatrends and their Impact on the Future of Mobility Lisa Whalen w w w. m a r k e t s a n d m a r k e t s. c o m w w w. m a r k e t s a n d m a r k e t s. c o m 1 MARKETSANDMARKETS THE WORLD S LARGEST
Leveraging AI for Self-Driving Cars at GM. Efrat Rosenman, Ph.D. Head of Cognitive Driving Group General Motors Advanced Technical Center, Israel
Leveraging AI for Self-Driving Cars at GM Efrat Rosenman, Ph.D. Head of Cognitive Driving Group General Motors Advanced Technical Center, Israel Agenda The vision From ADAS (Advance Driving Assistance
Financial Planning Association of Michigan 2018 Fall Symposium Autonomous Vehicles Presentation
Financial Planning Association of Michigan 2018 Fall Symposium Autonomous s Presentation 1 Katherine Ralston Program Manager, Autonomous s 2 FORD SECRET Why Autonomous s Societal Impact Great potential
Autonomous Driving. AT VOLVO CARS Jonas Ekmark Manager Innovations, Volvo Car Group
Autonomous Driving AT VOLVO CARS Jonas Ekmark Manager Innovations, Volvo Car Group Global megatrends Continued urbanisation Growing number of megacities Air quality major health issue Traffic accidents
Test & Validation Challenges Facing ADAS and CAV
Test & Validation Challenges Facing ADAS and CAV Chris Reeves Future Transport Technologies & Intelligent Mobility Low Carbon Vehicle Event 2016 3rd Revolution of the Automotive Sector 3 rd Connectivity
SELF-DRIVING SAFETY REPORT
SELF-DRIVING SAFETY REPORT 2018 OUR MISSION We believe that the next generation of transportation is autonomous. From shared and personal vehicles, to long- and short-distance travel, to delivery and logistics,
With SensePlanAct towards Vision Zero
Bitte decken Sie die schraffierte Fläche mit einem Bild ab. Please cover the shaded area with a picture. (24,4 x 7,6 cm) With SensePlanAct towards Vision Zero Ralph Lauxmann, Senior Vice President Systems
PRESS KIT TABLE OF CONTENTS
PRESS KIT TABLE OF CONTENTS Ibeo Automotive from technology pioneer to the world s leading developer of automotive LiDAR systems page 1-3 Ibeo Automotive LiDAR Systems at the speed of light for autonomous
(Type) Approval. Future and Current Developments INTRODUCTION. Partner in Mobiliteit. 4 july 2018
(Type) Approval Future and Current Developments INTRODUCTION 4 july 2018 Partner in Mobiliteit Cora van Nieuwenhuizen, minister of Infrastructure and Water Management at the Intertraffic 2018 Amsterdam:
future of mobility DI STEFANIE PYKA, ROBERT BOSCH AG WIEN
future of mobility DI STEFANIE PYKA, ROBERT BOSCH AG WIEN Megatrends Changes of customer requirements and mobility Demography Urbanization Energy & Climate Connected World Average global age will be 33.2
State of the art ISA, LKAS & AEB. Yoni Epstein ADAS Program Manager Advanced Development
State of the art ISA, LKAS & AEB Yoni Epstein ADAS Program Manager Advanced Development Mobileye, an Intel Company: The world leader in Advanced Driver Assistance Systems (ADAS) In 1999, Prof. Amnon Shashua
New steering systems for tomorrow s mobility
New steering systems for tomorrow s mobility Bosch Mobility Solutions Servolectric electric power steering systems for passenger cars Automated driving Failoperational Connected mobility Automated mobility
VALIDATION OF ASSISTED AND AUTOMATED DRIVING SYSTEMS
VALIDATION OF ASSISTED AND AUTOMATED DRIVING SYSTEMS Udo Steininger TÜV SÜD, Hans-Peter Schöner Daimler, Mark Schiementz BMW, Jens Mazzega DLR crash.tech, April 19-20 2016, Munich Key note In 1901 Daimler
Enabling Technologies for Autonomous Vehicles
Enabling Technologies for Autonomous Vehicles Sanjiv Nanda, VP Technology Qualcomm Research August 2017 Qualcomm Research Teams in Seoul, Amsterdam, Bedminster NJ, Philadelphia and San Diego 2 Delivering
Electrics/electronics Technology Workshop Cayenne
Electrics/electronics Technology Workshop Cayenne Porsche Advanced Cockpit Instrument cluster with two 7 displays and central analog rev counter Porsche Communication Management (PCM) with online navigation
ZF TRW Highlights Why Automated Driving Starts with Safety at the Tokyo Motor Show
Page 1/5, October 28, 2015 ZF TRW Highlights Why Automated Driving Starts with Safety at the Tokyo Motor Show Industry s widest breadth and depth of safety systems form the basis for automated driving