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商品詳細
Semantic Wireless Communications: Joint Communication and Computation Perspective.
・ISBN 978-3-032-36726-6 hard EUR 179.99
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| 著者・編者 | Yang, Zhaohui / Chen, Mingzhe / Yener, Aylin / Niyato, Dusit / Zhang, Zhaoyang / Cui, Shuguang, |
|---|---|
| シリーズ | (Wireless Networks) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2026 |
| 言語 | ENG |
| ニュース番号 | ＜A05-86503＞ |
解説
This book covers the foundations and system design of semantic wireless communications from a joint communication and computation perspective. It introduces semantic and task-oriented communication, semantic information metrics, and key modeling tools such as autoencoders, semantic entropy, knowledge graphs, and probability graphs. It then develops resource-allocation methods for semantic similarity maximization and equivalent-rate and energy optimization under practical wireless constraints.
Later chapters connect these ideas to emerging 6G scenarios. This includes probabilistic semantic communication over space-air-ground integrated networks, federated learning for audio semantic communication, integrated sensing/computing/semantic communication for e-healthcare, semantic feature multiple access with generative AI, and security and privacy.
This book is intended for researchers and graduate students, as well as engineers building wireless, edge-intelligence, and AI-native network systems. It combines mathematical models, optimization formulations, algorithm design, simulation studies, and open research directions.