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020 _a9781394227921
020 _a9781394227938
020 _a1394227930
020 _a9781394227952
_q(electronic bk.)
020 _a1394227957
_q(electronic bk.)
020 _a9781394227945
_q(electronic bk.)
020 _a1394227949
_q(electronic bk.)
024 7 _a10.1002/9781394227952
_2doi
035 _a(OCoLC)1481580740
035 9 _a(OCLCCM-Owned)1481580740
037 _aaw5wbfg9
_bcloudLibrary
_nhttps://yourcloudlibrary.com
037 _a10811668
_bIEEE
040 _aCLOUD
_beng
_cCLOUD
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_dIEEEE
_dDG1
_dOCLCQ
_dOCLCO
_dOCLCQ
_dUKAHL
_dCLOUD
_dHOPLA
_dSFB
041 _aeng
049 _aMAIN
050 4 _aTK5103.25
072 7 _aCOM004000
_2bisacsh/2023
072 7 _aCOM043000
_2bisacsh/2023
072 7 _aCOM000000
_2bisacsh/2023
072 7 _aTEC061000
_2bisacsh/2023
072 7 _aTEC000000
_2bisacsh/2023
100 1 _aMatin, Mohammad A.
245 1 0 _aArtificial Intelligence for Future Networks.
260 _c2025.
264 1 _a.
_b.
_c.
300 _a1 online resource (416 p.)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
337 _aunmediated
_bn
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
338 _avolume
_bnc
_2rdacarrier
505 0 _aIntelligent beam prediction and tracking -- Signal detection with machine learning -- AI-aided channel prediction -- Semantic communications -- Federated learning for wireless communications -- Federated learning in mesh networks -- Antenna design using artificial intelligence -- AI-driven approaches for solving electromagnetic inverse problems -- Reflectarray-based RIS-1 design using support vector machine to enhance mm-wave 5G coverage -- AI at the physical layer for wireless network security and privacy.
520 _aAn exploration of connected intelligent edge, artificial intelligence, and machine learning for B5G/6G architecture Artificial Intelligence for Future Networks illuminates how artificial intelligence (AI) and machine learning (ML) influence the general architecture and improve the usability of future networks like B5G and 6G through increased system capacity, low latency, high reliability, greater spectrum efficiency, and support of massive internet of things (mIoT). The book reviews network design and management, offering an in-depth treatment of AI oriented future networks infrastructure. Providing up-to-date materials for AI empowered resource management and extensive discussion on energy-efficient communications, this book incorporates a thorough analysis of the recent advancement and potential applications of ML and AI in future networks. Each chapter is written by an expert at the forefront of AI and ML research, highlighting current design and engineering practices and emphasizing challenging issues related to future wireless applications. Some of the topics include: Signal processing and detection, covering preprocess and level signals, transform signals and extract features, and training and deploying AI models and systems Channel estimation and prediction, covering channel characteristics, modeling, and classic learning-aided and AI-aided estimation techniques Resource allocation, covering resource allocation optimization and efficient power consumption for different computing paradigms such as Cloud, Edge, Fog, IoT, and MEC Antenna design using AI, covering basics of antennas, EM simulator/optimization algorithms, and surrogate modeling Identifying technical roadblocks and sharing cutting-edge research on developing methodologies, Artificial Intelligence for Future Networks is an essential reference on the subject for professionals and researchers involved in the field of wireless communications and networks, along with graduate and PhD students in electrical and computer engineering programs of study.
521 _aProfessional and scholarly.
588 1 _aOnline resource; title from digital title page (cloudLibrary, viewed December 20, 2024).
650 0 _a5G mobile communication systems
_xTechnological innovations.
650 6 _aCommunications mobiles 5G
_xInnovations.
650 7 _aIntelligence (AI) & Semantics.
_2bisacsh/2023
650 7 _aNetworking.
_2bisacsh/2023
650 7 _aCOMPUTERS.
_2bisacsh/2023
650 7 _aMobile & Wireless Communications.
_2bisacsh/2023
650 7 _aTECHNOLOGY & ENGINEERING.
_2bisacsh/2023
650 7 _aIntelligence (AI) & Semantics.
_2bisacsh/2024
650 7 _aNetworking.
_2bisacsh/2024
650 7 _aCOMPUTERS.
_2bisacsh/2024
650 7 _aMobile & Wireless Communications.
_2bisacsh/2024
650 7 _aTECHNOLOGY & ENGINEERING.
_2bisacsh/2024
655 0 _aElectronic books.
700 1 _aGoudos, Sotirios K.
700 1 _aKaragiannidis, George K.
776 0 8 _iPrint version:
_z9781394227921
856 4 0 _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781394227952
_yFull text is available at Wiley Online Library. Click here to view.
942 _2ddc
_cER