{"product_id":"intelligent-computing-and-communication-for-the-internet-of-vehicles-9783031228612","title":"Intelligent Computing and Communication for the Internet of Vehicles","description":"\u003cp\u003e • Author(s): Mushu Li | Jie Gao | Xuemin (Sherman) Shen\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Networking - Hardware\u003c\/p\u003e\u003cp\u003e1 Introduction\u003c\/p\u003e\u003cp\u003e1.1 Internet of Vehicles (IoV)\u003c\/p\u003e \u003cp\u003e1.2 IoV Use Cases\u003c\/p\u003e \u003cp\u003e1.3 Network Characteristics in IoV\u003c\/p\u003e 1.4 Outline of the Monograph\u003cp\u003e\u003c\/p\u003e \u003cp\u003eReferences\u003c\/p\u003e \u003cp\u003e2 Overview of Communication and Computing in IoV\u003c\/p\u003e 2.1 Communication and Computing in IoV\u003cp\u003e\u003c\/p\u003e \u003cp\u003e2.2 V2X Communication Protocols\u003c\/p\u003e \u003cp\u003e2.3 Vehicular Computing Resource Scheduling\u003c\/p\u003e \u003cp\u003eReferences\u003c\/p\u003e \u003cp\u003e3 Protocol Design for Safety Message Broadcast\u003c\/p\u003e \u003cp\u003e3.1 Communication in Safety Message Broadcast\u003c\/p\u003e \u003cp\u003e3.2 Network Scenario\u003c\/p\u003e \u003cp\u003e3.2.1 Basic Settings\u003c\/p\u003e \u003cp\u003e3.2.2 Features of Safety Message Broadcast\u003c\/p\u003e \u003cp\u003e3.2.3 Assumptions\u003c\/p\u003e 3.3 CIDC: A Distributed and Adaptive MAC Design\u003cp\u003e\u003c\/p\u003e \u003cp\u003e3.3.1 Messaging Mechanism Design\u003c\/p\u003e \u003cp\u003e3.3.2 Contention Intensity Estimation Method\u003c\/p\u003e \u003cp\u003e3.3.3 Channel Access Mechanism Design\u003c\/p\u003e \u003cp\u003e3.4 CIDC: Network-Perspective Modeling\u003c\/p\u003e \u003cp\u003e3.5 CIDC: Performance Analysis\u003c\/p\u003e \u003cp\u003e3.5.1 Basic Features\u003c\/p\u003e 3.5.2 Packet-to-Slot Ratio\u003cp\u003e\u003c\/p\u003e \u003cp\u003e3.5.3 Contention Intensity and Contention Delay\u003c\/p\u003e \u003cp\u003e3.5.4 Collision Conditions and Probability\u003c\/p\u003e \u003cp\u003e3.6 Performance Evaluation\u003c\/p\u003e \u003cp\u003evii\u003c\/p\u003e \u003cp\u003eviii Contents\u003c\/p\u003e \u003cp\u003e3.6.1 Performance with Accurate Contention Intensity\u003c\/p\u003e \u003cp\u003eEstimation\u003c\/p\u003e \u003cp\u003e3.6.2 A Comparison of Analytical and Numerical Results\u003c\/p\u003e \u003cp\u003e3.6.3 Performance under Contention Intensity Estimation\u003c\/p\u003e \u003cp\u003eErrors\u003c\/p\u003e 3.7 Summary\u003cp\u003e\u003c\/p\u003e \u003cp\u003eReferences\u003c\/p\u003e \u003cp\u003e4 Computing Scheduling for Autonomous Driving\u003c\/p\u003e \u003cp\u003e4.1 Computing in Autonomous Driving\u003c\/p\u003e \u003cp\u003e4.2 System Model\u003c\/p\u003e \u003cp\u003e4.2.1 Network Model\u003c\/p\u003e \u003cp\u003e4.2.2 Computing Scheduling Scenarios\u003c\/p\u003e 4.2.3 Age of Computing Results\u003cp\u003e\u003c\/p\u003e \u003cp\u003e4.3 Adaptive Computing Resource Scheduling\u003c\/p\u003e \u003cp\u003e4.3.1 Restless Multi-armed Bandit Formulation\u003c\/p\u003e \u003cp\u003e4.3.2 Indexability and Index Policy\u003c\/p\u003e \u003cp\u003e4.4 Machine Learning-based Scheduling Policy\u003c\/p\u003e \u003cp\u003e4.4.1 DRL-assisted Scheduling\u003c\/p\u003e \u003cp\u003e4.4.2 Scheduling Scheme for Asynchronous Offloading\u003c\/p\u003e 4.5 Performance Evaluation\u003cp\u003e\u003c\/p\u003e \u003cp\u003e4.5.1 Numerical Results\u003c\/p\u003e \u003cp\u003e4.5.2 Simulation in a Real Dataset\u003c\/p\u003e \u003cp\u003e4.6 Summary\u003c\/p\u003e \u003cp\u003eReferences\u003c\/p\u003e \u003cp\u003e5 Conclusions\u003c\/p\u003e \u003cp\u003e5.1 Conclusions on Intelligent Computing and Communication\u003c\/p\u003e \u003cp\u003ein IoV\u003c\/p\u003e \u003cp\u003e5.2 Open Research Problems\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":47888701620375,"sku":"9783031228612","price":5069.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031228612.webp?v=1781167717","url":"https:\/\/atlanticbooks.com\/products\/intelligent-computing-and-communication-for-the-internet-of-vehicles-9783031228612","provider":"Atlantic Books","version":"1.0","type":"link"}