| 书目名称 | Internet Access in Vehicular Networks |
| 编辑 | Wenchao Xu,Haibo Zhou,Xuemin (Sherman) Shen |
| 视频video | |
| 概述 | Describes the actual Internet connection for vehicle users from the perspective of V2V and V2R link management.Considers and discusses the asynchronous machine learning training in vehicular environme |
| 图书封面 |  |
| 描述 | .This book introduces the Internet access for vehicles as well as novel communication and computing paradigms based on the Internet of vehicles. .To enable efficient and reliable Internet connection for mobile vehicle users, this book first introduces analytical modelling methods for the practical vehicle-to-roadside (V2R) Internet access procedure, and employ the interworking of V2R and vehicle-to-vehicle (V2V) to improve the network performance for a variety of automotive applications. .In addition, the wireless link performance between a vehicle and an Internet access station is investigated, and a machine learning based algorithm is proposed to improve the link throughout by selecting an efficient modulation and coding scheme..This book also investigates the distributed machine learning algorithms over the Internet access of vehicles. A novel broadcasting scheme is designed to intelligently adjust the training users that are involved in the iteration rounds for an asynchronous federated learning scheme, which is shown to greatly improve the training efficiency. This book conducts the fully asynchronous machine learning evaluations among vehicle users that can utilize the opport |
| 出版日期 | Book 2021 |
| 关键词 | Wireless and Mobile Communication; Vehicular Networks; Vehicle-to-Vehicle Communication; Vehicular Inte |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-030-88991-3 |
| isbn_softcover | 978-3-030-88993-7 |
| isbn_ebook | 978-3-030-88991-3 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
发表于 2025-3-21 19:40:31
