Reinforcement Learning for Maritime Communications (Record no. 12656)

000 -LEADER
fixed length control field 04323nam a22005775i 4500
001 - CONTROL NUMBER
control field 978-3-031-32138-2
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250103112332.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230725s2023 sz | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783031321382
-- 978-3-031-32138-2
024 ## - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-031-32138-2
Source of number or code doi
050 ## - LIBRARY OF CONGRESS CALL NUMBER
Classification number TK5105.5-5105.9
072 ## - SUBJECT CATEGORY CODE
Subject category code UKN
Source bicssc
072 ## - SUBJECT CATEGORY CODE
Subject category code COM043000
Source bisacsh
072 ## - SUBJECT CATEGORY CODE
Subject category code UKN
Source thema
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 004.6
Edition number 23
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Xiao, Liang.
Relator term author.
Relationship aut
-- http://id.loc.gov/vocabulary/relators/aut
245 ## - TITLE STATEMENT
Title Reinforcement Learning for Maritime Communications
Medium [electronic resource] /
Statement of responsibility, etc. by Liang Xiao, Helin Yang, Weihua Zhuang, Minghui Min.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2023.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cham :
Name of publisher, distributor, etc. Springer International Publishing :
-- Imprint: Springer,
Date of publication, distribution, etc. 2023.
300 ## - PHYSICAL DESCRIPTION
Extent IX, 146 p. 50 illus., 49 illus. in color.
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 ## - SERIES STATEMENT
Series statement Wireless Networks,
International Standard Serial Number 2366-1445
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note 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.
520 ## - SUMMARY, ETC.
Summary, etc. 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.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer networks .
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Wireless communication systems.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mobile communication systems.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Communication Networks.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Wireless and Mobile Communication.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine Learning.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Yang, Helin.
Relator term author.
Relationship aut
-- http://id.loc.gov/vocabulary/relators/aut
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Zhuang, Weihua.
Relator term author.
Relationship aut
-- http://id.loc.gov/vocabulary/relators/aut
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Min, Minghui.
Relator term author.
Relationship aut
-- http://id.loc.gov/vocabulary/relators/aut
710 ## - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 ## - HOST ITEM ENTRY
Title Springer Nature eBook
776 ## - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031321375
776 ## - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031321399
776 ## - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031321405
830 ## - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Wireless Networks,
International Standard Serial Number 2366-1445
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-031-32138-2">https://doi.org/10.1007/978-3-031-32138-2</a>
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-- ZDB-2-SCS
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-- ZDB-2-SXCS
Holdings
Withdrawn status Lost status Damaged status Not for loan Permanent Location Current Location Date acquired Date last seen Price effective from Koha item type
        IMU-MPC Library IMU-MPC Library 2025-01-03 2025-01-03 2025-01-03 E-Book
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