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Reinforcement Learning for Maritime Communications / by Liang Xiao, Helin Yang, Weihua Zhuang, Minghui Min
(Wireless Networks. ISSN:23661445)

データ種別	電子ブック
版	1st ed. 2023.
出版者	(Cham : Springer International Publishing : Imprint: Springer)
出版年	2023
大きさ	IX, 146 p. 50 illus., 49 illus. in color : online resource
著者標目	*Xiao, Liang author Yang, Helin author Zhuang, Weihua author Min, Minghui author SpringerLink (Online service)

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0002020	Computer Scinece R0 2005-6,2022-3				9783031321382

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一般注記	Introduction -- Intelligent Internet of Things Networking Architecture -- Intelligent IoT Network Awareness -- Intelligent Traffic Control -- Intelligent Resource Scheduling -- Mobile Edge Computing Enabled Intelligent IoT -- Blockchain Enabled Intelligent IoT -- Conclusions and Future Challenges This book demonstrates that the reliable and secure communication performance of maritime communications can be significantly improved by using intelligent reflecting surface (IRS) aided communication, privacy-aware Internet of Things (IoT) communications, intelligent resource management and location privacy protection. In the IRS aided maritime communication system, the reflecting elements of IRS can be intelligently controlled to change the phase of signal, and finally enhance the received signal strength of maritime ships (or sensors) or jam maritime eavesdroppers illustrated in this book. The power and spectrum resource in maritime communications can be jointly optimized to guarantee the quality of service (i.e., security and reliability requirements), and reinforcement leaning is adopted to smartly choose the resource allocation strategy. Moreover, learning based privacy-aware offloading and location privacy protection are proposed to intelligently guarantee the privacy-preserving requirements of maritime ships or (sensors). Therefore, these communication schemes based on reinforcement learning algorithms can help maritime communication systems to improve the information security, especially in dynamic and complex maritime environments. This timely book also provides broad coverage of the maritime wireless communication issues, such as reliability, security, resource management, and privacy protection. Reinforcement learning based methods are applied to solve these issues. This book includes four rigorously refereed chapters from prominent international researchers working in this subject area. The material serves as a useful reference for researchers, graduate students. Practitioners seeking solutions to maritime wireless communication and security related issues will benefit from this book as well HTTP:URL=https://doi.org/10.1007/978-3-031-32138-2
件　名	LCSH:Computer networks LCSH:Wireless communication systems LCSH:Mobile communication systems LCSH:Machine learning FREE:Computer Communication Networks FREE:Wireless and Mobile Communication FREE:Machine Learning
分　類	LCC:TK5105.5-5105.9 DC23:004.6
書誌ID	EB00001408
ISBN	9783031321382