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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.
Produkteigenschaften
- Artikelnummer: 9783032367266
- Medium: Buch
- ISBN: 978-3-032-36726-6
- Verlag: Springer
- Erscheinungstermin: 09.11.2026
- Sprache(n): Englisch
- Auflage: Erscheinungsjahr 2026
- Serie: Wireless Networks
- Produktform: Gebunden
- Seiten: 188
- Format (B x H): 155 x 235 mm
- Ausgabetyp: Kein, Unbekannt