Wireless Semantic Communications: Concepts, Principles and Challenges - Couverture rigide

Couverture rigide

ISBN 10 : 1394223307 ISBN 13 : 9781394223305

Editeur : John Wiley & Sons Inc, 2024

Synopsis

"The concept of semantic communication was first introduced by Weaver in his landmark paper, which explicitly categorizes communication problems into three levels, including the technical problem at the bit level, the semantic problem at the semantic level, and the effectiveness problem at the information exchange level. Nowadays, the technical problem has been thoroughly investigated in the light of classical Shannon information theory, while the evolution toward semantic communication is just beginning to take shape, with the core focus of meaning delivery rather than traditional bit transmission. Concretely, semantic communication first refines semantic features and filters out irrelevant content by encoding the semantic information (i.e., semantic encoding) at the source, which can greatly reduce the amount of required bits while preserving the original meaning. Then, the powerful semantic decoders are deployed at the destination to accurately recover the source meaning from received bits (i.e., semantic decoding), even if there are intolerable bit errors at the syntactic level. Most importantly, through further leveraging matched background knowledge with respect to the observable messages between source and destination, users can acquire efficient exchanges for the desired information with ultra-low semantic ambiguity by transmitting fewer bits"--

A propos du livre

À propos de l?auteur

Yao Sun, PhD, is a Lecturer at the University of Glasgow, UK. His awards and honors include the IEEE Communication Society of TOAS Best Paper Award 2019 and the IEEE IoT Journal Best Paper Award 2022. He has served as a regular reviewer and editor for numerous international journals.

Lan Zhang, PhD, is an Assistant Professor in the Electrical and Computer Engineering Department at Michigan Technological University, USA. She is also an Associate Editor of IEEE Transactions on Vehicular Technologies, and has published widely on machine learning, wireless communications, and related fields.

Dusit Niyato, PhD, is President's Chair Professor in the School of Computer Science and Engineering, Nanyang Technological University, Singapore. He serves as Editor-in-Chief for IEEE Communications Surveys and Tutorials, as well as an Area Editor for IEEE Transactions on Vehicular Technology and an Editor for IEEE Transactions on Wireless Communications.

Muhammad Ali Imran, PhD, is a Professor in Communications Systems at the University of Glasgow, UK, Dean of Transnational Engineering Education and Dean of Graduate Studies in the College of Science and Engineering. He has published high impact articles on wireless communications and sensing subjects.

Détails de l'édition

• Éditeur: John Wiley & Sons Inc
• Date d'édition: 2024
• Langue: anglais
• ISBN 10: 1394223307
• ISBN 13: 9781394223305
• Reliure: Relié
• Nombre de pages: 224
• Éditeur: Sun Yao, Zhang Lan, Niyato Dusit, Imran Muhammad Ali
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible