Computing systems for autonomous driving [electronic resource] / Weisong Shi, Liangkai Liu.

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Computing systems for autonomous driving [electronic resource] / Weisong Shi, Liangkai Liu.

9783030815646 (electronic bk.)
3030815641 (electronic bk.)
3030815633
9783030815639

Cham, Switzerland : Springer, 2021.

English

1 online resource

10.1007/978-3-030-81564-6 doi

TL152.8

629.04/6

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.

Includes bibliographical references and index.

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Online resource; title from PDF title page (SpringerLink, viewed December 7, 2021).

Print version: 9783030815639

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