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Computing Systems for Autonomous Driving provides a good introduction for researchers and prospective practitioners in the field. The book can also serve as a useful reference for university courses on autonomous vehicle technologies.This book on computing systems for autonomous driving takes a comprehensive look at the state-of-the-art computing technologies, including computing frameworks, algorithm deployment optimizations, systems runtime optimizations, dataset and benchmarking, simulators, hardware platforms, and smart infrastructures. The objectives of level 4 and level 5 autonomous driving require colossal improvement in the computing for this cyber-physical system. Beginning with a definition of computing systems for autonomous driving, this book introduces promising research topics and serves as a useful starting point for those interested in starting in the field. In addition to the current landscape, the authors examine the remaining open challenges to achieve L4/L5 autonomous driving.
Computing Systems for Autonomous Driving provides a good introduction for researchers and prospective practitioners in the field. The book can also serve as a useful reference for university courses on autonomous vehicle technologies.
Computing Systems for Autonomous Driving provides a good introduction for researchers and prospective practitioners in the field. The book can also serve as a useful reference for university courses on autonomous vehicle technologies.This book on computing systems for autonomous driving takes a comprehensive look at the state-of-the-art computing technologies, including computing frameworks, algorithm deployment optimizations, systems runtime optimizations, dataset and benchmarking, simulators, hardware platforms, and smart infrastructures. The objectives of level 4 and level 5 autonomous driving require colossal improvement in the computing for this cyber-physical system. Beginning with a definition of computing systems for autonomous driving, this book introduces promising research topics and serves as a useful starting point for those interested in starting in the field. In addition to the current landscape, the authors examine the remaining open challenges to achieve L4/L5 autonomous driving.
Computing Systems for Autonomous Driving provides a good introduction for researchers and prospective practitioners in the field. The book can also serve as a useful reference for university courses on autonomous vehicle technologies.
Weisong Shi is a Professor of Computer Science with Wayne State University, where he leads the Wayne Mobility Initiative (WMI) and directs the Connected and Autonomous Driving Laboratory (CAR) investigating performance, reliability, power- and energy-efficiency, trust and privacy issues of computing systems for CAVs. He is the Founding Steering Committee Chair of International Conference on Connected and Autonomous Driving (MetroCAD) and the chair of the IEEE Special Technical Community on Autonomous Driving Technologies. He is an IEEE Fellow and an ACM Distinguished Scientist.
Liangkai Liu is a PhD candidate at Wayne State University. His research is on connected and autonomous vehicles and edge computing. He has published papers in top conference and journals including SEC, ICDCS, HotEdge, Proceedings of IEEE, IoTJ, etc. He is the reviewer for several journals in transportation and computer systems domain including IEEE Communications Magazine, TVT, IoTJ, IEEENetwork Magazine, etc. He is the instructor for Autonomous Vehicle Technologies online Course at Wayne State University.
Introduces promising new research topics in autonomous driving computing systems
Deals with the many remaining challenges to achieving full and safe autonomy
In addition to computing systems design, examines Vehicle-to-everything (V2X) technologies and hardware platforms
Erscheinungsjahr: | 2021 |
---|---|
Genre: | Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
xii
232 S. 8 s/w Illustr. 62 farbige Illustr. 232 p. 70 illus. 62 illus. in color. |
ISBN-13: | 9783030815639 |
ISBN-10: | 3030815633 |
Sprache: | Englisch |
Ausstattung / Beilage: | HC runder Rücken kaschiert |
Einband: | Gebunden |
Autor: |
Liu, Liangkai
Shi, Weisong |
Auflage: | 1st ed. 2021 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG |
Maße: | 241 x 160 x 19 mm |
Von/Mit: | Liangkai Liu (u. a.) |
Erscheinungsdatum: | 16.11.2021 |
Gewicht: | 0,535 kg |
Weisong Shi is a Professor of Computer Science with Wayne State University, where he leads the Wayne Mobility Initiative (WMI) and directs the Connected and Autonomous Driving Laboratory (CAR) investigating performance, reliability, power- and energy-efficiency, trust and privacy issues of computing systems for CAVs. He is the Founding Steering Committee Chair of International Conference on Connected and Autonomous Driving (MetroCAD) and the chair of the IEEE Special Technical Community on Autonomous Driving Technologies. He is an IEEE Fellow and an ACM Distinguished Scientist.
Liangkai Liu is a PhD candidate at Wayne State University. His research is on connected and autonomous vehicles and edge computing. He has published papers in top conference and journals including SEC, ICDCS, HotEdge, Proceedings of IEEE, IoTJ, etc. He is the reviewer for several journals in transportation and computer systems domain including IEEE Communications Magazine, TVT, IoTJ, IEEENetwork Magazine, etc. He is the instructor for Autonomous Vehicle Technologies online Course at Wayne State University.
Introduces promising new research topics in autonomous driving computing systems
Deals with the many remaining challenges to achieving full and safe autonomy
In addition to computing systems design, examines Vehicle-to-everything (V2X) technologies and hardware platforms
Erscheinungsjahr: | 2021 |
---|---|
Genre: | Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
xii
232 S. 8 s/w Illustr. 62 farbige Illustr. 232 p. 70 illus. 62 illus. in color. |
ISBN-13: | 9783030815639 |
ISBN-10: | 3030815633 |
Sprache: | Englisch |
Ausstattung / Beilage: | HC runder Rücken kaschiert |
Einband: | Gebunden |
Autor: |
Liu, Liangkai
Shi, Weisong |
Auflage: | 1st ed. 2021 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG |
Maße: | 241 x 160 x 19 mm |
Von/Mit: | Liangkai Liu (u. a.) |
Erscheinungsdatum: | 16.11.2021 |
Gewicht: | 0,535 kg |