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020 _a9783030815646
_9978-3-030-81564-6
024 7 _a10.1007/978-3-030-81564-6
_2doi
050 4 _aQA76.76.I58
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
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082 0 4 _a006.30285436
_223
100 1 _aShi, Weisong.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aComputing Systems for Autonomous Driving
_h[electronic resource] /
_cby Weisong Shi, Liangkai Liu.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXII, 232 p. 70 illus., 62 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aAutonomous Driving Landscape -- Computing Framework for Autonomous Driving -- Algorithm Deployment Optimization -- Systems Runtime Optimization -- Dataset and Benchmark -- Autonomous Driving Simulators -- Hardware Platforms -- Smart Infrastructure for Autonomous Driving -- Challenges and Open Problems.
520 _aThis 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 foruniversity courses on autonomous vehicle technologies.
650 0 _aMultiagent systems.
650 0 _aCooperating objects (Computer systems).
650 0 _aComputer networks .
650 0 _aAutomation.
650 0 _aTransportation engineering.
650 0 _aTraffic engineering.
650 1 4 _aMultiagent Systems.
650 2 4 _aCyber-Physical Systems.
650 2 4 _aComputer Communication Networks.
650 2 4 _aAutomation.
650 2 4 _aTransportation Technology and Traffic Engineering.
700 1 _aLiu, Liangkai.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030815639
776 0 8 _iPrinted edition:
_z9783030815653
776 0 8 _iPrinted edition:
_z9783030815660
856 4 0 _uhttps://doi.org/10.1007/978-3-030-81564-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c178522
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