04774nam a22005895i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001200172072001600184072002300200072001500223100007800238245019800316250001800514264007200532300004200604336002600646337002600672338003600698347002400734505167100758520075102429650002903180650005103209650003803260650002303298650003103321650002903352650002903381650003503410650003403445650004603479650003103525650002903556700008203585700008503667700008803752700008403840710003403924773002603958776003603984776003604020776003604056856004604092912001404138912001504152999001704167978-981-99-9647-6DE-He21320251030111722.0cr nn 008mamaa240314s2024    si |    s    |||| 0|eng d  a97898199964769978-981-99-9647-67 a10.1007/978-981-99-9647-62doi 4aQA76.59 7aUMS2bicssc 7aCOM0514602bisacsh 7aUMS2thema1 aLiu, Kai.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut97307810aToward Connected, Cooperative and Intelligent IoVh[electronic resource] :bFrontier Technologies and Applications /cby Kai Liu, Penglin Dai, Victor C.S. Lee, Joseph Kee-Yin Ng, Sang Hyuk Son.  a1st ed. 2024. 1aSingapore :bSpringer Nature Singapore :bImprint: Springer,c2024.  aXX, 327 p. 1 illus.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda0 aPart I. Introduction -- Chapter 1. Background of IoV -- Chapter 2. State-of-the-Art -- Part II. Connected IoV: Vehicular Communications and Data Dissemination -- Chapter 3. Data Dissemination via I2V/V2V Communications in Software Defined Vehicular Networks -- Chapter 4. Network Coding Assisted Data Broadcast in Large-Scale Vehicular Networks -- Chapter 5. Fog Computing Empowered Data Dissemination in Heterogeneous Vehicular Networks -- Chapter 6. Temporal Data Uploading and Dissemination in Real-time Vehicular Networks -- Part III Cooperative IoV: End-Edge-Cloud Cooperative Scheduling and Optimization -- Chapter 7. Convex Optimization on Vehicular End-Edge-Cloud Cooperative Task Offloading -- Chapter 8. An Approximation Algorithm for Joint Data Uploading and Task Offloading in IoV -- Chapter 9. Distributed Task Offloading and Workload Balancing in IoV -- Part IV. Intelligent IoV: Key Enabling Technologies in Vehicular Edge Intelligence -- Chapter 10. Toward Timely and Reliable DNN Inference in Vehicular Edge Intelligence -- Chapter 11. Deep Q-learning based Adaptive Multimedia Streaming in Vehicular Edge Intelligence -- Chapter 12. A Multi-agent Multi-objective Deep Reinforcement Learning Solution for Digital Twin in Vehicular Edge Intelligence -- Part V. Case Studies -- Chapter 13. See Through System -- Chapter 14. Non-Line-of-Sight Collision Warning System -- Chapter 15. Proactive Traffic Abnormity Warning System -- Chapter 16. UAV-assisted Pedestrian Detection System -- Chapter 17. Vehicular Indoor Localization and Tracking System -- Part VI. Conclusion and Future Directions -- Chapter 18. Conclusion  -- Chapter 19. Future Directions.  aThis book offers a comprehensive introduction to technological advances in Internet of Vehicles (IoV), including vehicular communications, vehicular system architectures, data dissemination algorithms, resource allocation schemes, and AI-enabled applications. It focuses on the state-of-the-art IoV with regard to three major directions, namely networking, cooperation, and intelligence, including advanced wireless communication technologies, algorithm theory, optimization mechanisms, and AI technologies. In addition, the book includes a number of case studies with system prototype implementation and hands-on experiments in IoV, making it suitable both as a technical reference work for professionals and as a textbook for graduate students. 0aMobile computing.964148 0aCooperating objects (Computer systems).964303 0aMathematical optimization.965522 0aAlgorithms.958677 0aInternet of things.958845 0aMachine learning.95505914aMobile Computing.96414824aCyber-Physical Systems.96563824aDiscrete Optimization.97307924aDesign and Analysis of Algorithms.96729924aInternet of Things.95884524aMachine Learning.9550591 aDai, Penglin.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut9730801 aLee, Victor C.S.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut9730811 aNg, Joseph Kee-Yin.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut9730821 aSon, Sang Hyuk.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut9730832 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978981999646908iPrinted edition:z978981999648308iPrinted edition:z978981999649040uhttps://doi.org/10.1007/978-981-99-9647-6  aZDB-2-SCS  aZDB-2-SXCS  c58343d58343