000 | 04488nam a22006135i 4500 | ||
---|---|---|---|
001 | 978-3-031-32138-2 | ||
003 | DE-He213 | ||
005 | 20240207153807.0 | ||
007 | cr nn 008mamaa | ||
008 | 230725s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031321382 _9978-3-031-32138-2 |
||
050 | 4 | _aTK5105.5-5105.9 | |
072 | 7 |
_aUKN _2bicssc |
|
072 | 7 |
_aCOM075000 _2bisacsh |
|
072 | 7 |
_aUKN _2thema |
|
082 | 0 | 4 |
_a004.6 _223 |
100 | 1 |
_aXiao, Liang. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
245 | 1 | 0 |
_aReinforcement Learning for Maritime Communications _h[electronic resource] / _cby Liang Xiao, Helin Yang, Weihua Zhuang, Minghui Min. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2023. |
|
300 |
_aIX, 146 p. 50 illus., 49 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aWireless Networks, _x2366-1445 |
|
500 | _aAcceso multiusuario | ||
505 | 0 | _aIntroduction -- 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 | _aThis 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. | ||
541 |
_fUABC ; _cPerpetuidad |
||
650 | 0 | _aComputer networks . | |
650 | 0 | _aWireless communication systems. | |
650 | 0 | _aMobile communication systems. | |
650 | 0 | _aMachine learning. | |
650 | 1 | 4 | _aComputer Communication Networks. |
650 | 2 | 4 | _aWireless and Mobile Communication. |
650 | 2 | 4 | _aMachine Learning. |
700 | 1 |
_aYang, Helin. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aZhuang, Weihua. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aMin, Minghui. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031321375 |
776 | 0 | 8 |
_iPrinted edition: _z9783031321399 |
776 | 0 | 8 |
_iPrinted edition: _z9783031321405 |
830 | 0 |
_aWireless Networks, _x2366-1445 |
|
856 | 4 | 0 |
_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-32138-2 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cLIBRO_ELEC | ||
999 |
_c263586 _d263585 |