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020 _a9783030920548
_9978-3-030-92054-8
024 7 _a10.1007/978-3-030-92054-8
_2doi
050 4 _aTK7895.E42
050 4 _aTK5105.8857
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_2bicssc
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072 7 _aTJF
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072 7 _aGPFC
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082 0 4 _a621.38
_223
245 1 0 _aIntelligent Cyber-Physical Systems for Autonomous Transportation
_h[electronic resource] /
_cedited by Sahil Garg, Gagangeet Singh Aujla, Kuljeet Kaur, Syed Hassan Ahmed Shah.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXV, 288 p. 111 illus., 100 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aInternet of Things, Technology, Communications and Computing,
_x2199-1081
505 0 _aPart I Overview of Transportation Systems -- Transportation Systems -- Future Autonomous Transportation - Challenges and Prospective dimensions -- Part II Artificial Intelligence -- Artificial Intelligence -- Artificial Intelligence: Evolution, Benefits and Challenges -- Artificial Intelligence - Need, Evolution and Applications for Transportation Systems -- Artificial Intelligence Deployment in Transportation Systems -- Part III Cyber-Physical Systems -- Cyber-Physical Systems: Historical Evolution and Role in Future Autonomous Transportation -- Cyber Physical Systems in Transportation -- Part IV Application Use Cases of Autonomous Transportation Systems -- "Correlation between Traffic Lights and Emergency Vehicles in Intelligent Transportation System" -- Use Case for Underwater Transportation -- Advanced Signal Processing for Autonomous Transportation Big Data -- Deep neural network based prediction of high-speed train induced subway track vibration -- Advanced Complex Data Analysis of Autonomous Transportation for Smart City Industrial Environment -- A Meta Sensor Based Autonomous Vehicle Safety System for Collision Avoidance using Li-Fi Technology -- Part V Security Perspective in Intelligent Transportation Systems -- Secure Information Transmission in Intelligent Transportation Systems using Blockchain Technique -- "Privacy-preserved Mobile Crowdsensing for Intelligent Transportation Systems".
520 _aThis book provides comprehensive discussion on key topics related to the usage and deployment of AI in urban transportation systems including drones. The book presents intelligent solutions to overcome the challenges of static approaches in the transportation sector to make them intelligent, adaptive, agile, and flexible. The book showcases different AI-deployment models, algorithms, and implementations related to intelligent cyber physical systems (CPS) along with their pros and cons. Even more, this book provides deep insights into the CPS specifically about the layered architecture and different planes, interfaces, and programmable network operations. The deployment models for AI-based CPS are also included with an aim towards the design of interoperable and intelligent CPS architectures by researchers in future. The authors present hands on practical implementations, deployment scenarios, and use cases related to different transportation scenarios. In the end, the design and research challenges, open issues, and future research directions are provided. Presents application use cases of AI-based cyber physical systems (CPS) in urban transportation; Includes practical models, algorithms and implementations for AI solutions; Includes detailed implementation of intelligent algorithms along with evaluation results.
650 0 _aCooperating objects (Computer systems).
650 0 _aTelecommunication.
650 0 _aAutomotive engineering.
650 1 4 _aCyber-Physical Systems.
650 2 4 _aCommunications Engineering, Networks.
650 2 4 _aAutomotive Engineering.
700 1 _aGarg, Sahil.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAujla, Gagangeet Singh.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKaur, Kuljeet.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aHassan Ahmed Shah, Syed.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030920531
776 0 8 _iPrinted edition:
_z9783030920555
776 0 8 _iPrinted edition:
_z9783030920562
830 0 _aInternet of Things, Technology, Communications and Computing,
_x2199-1081
856 4 0 _uhttps://doi.org/10.1007/978-3-030-92054-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c179278
_d179278