Reinforcement Learning for Maritime Communications eBook
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Reinforcement Learning for Maritime Communications

Minghui Min, Liang Xiao, Helin Yang, Weihua Zhuang


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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.

About the book
Author
Minghui  Min , Liang  Xiao , Helin  Yang , Weihua  Zhuang
Imprint
Springer
Collection
Wireless Networks
Publication date
2023-07-25
Pages
146 pages
Print ISBN
9783031321375
Language
English
Ebook informations
EAN PDF
9783031321382
Price
£129.99
Read more
Copy count 1
Print count 14
File size 7178 Ko
Ce livre est accessible aux handicaps   Informations accessibility
EAN EPUB
9783031321382
Price
£129.99
Read more
Copy count 1
Print count 14
File size 27034 Ko
Ce livre est accessible aux handicaps   Informations accessibility
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