Generative artificial intelligence for integrated sensing and communication in 6G
Küçük Resim Yok
Tarih
2025
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Elsevier
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
The advent of sixth generation (6G) networks is poised to redefine wireless communication, promising unprecedented data rates, ultra-low latency, and transformative applications such as holographic communications and real-time digital twins. These advancements hinge on key enabling technologies, including terahertz communication, intelligent reflecting surfaces, and the integration of artificial intelligence (AI). Generative AI (GAI) emerges as a cornerstone of 6G, offering capabilities to overcome challenges such as data scarcity, network optimization, and personalized user experiences. Similarly, integrated sensing and communication (ISAC) stands as a pivotal innovation, merging communication and environmental sensing within a unified system, thereby enhancing spectrum efficiency and operational versatility. This paper examines the convergence of GAI and ISAC as foundational components of 6G. While much of the existing literature focuses on the physical layer, this study also highlights the untapped potential and challenges within the data link and network layers, presenting a comprehensive perspective on the transformative role of GAI and ISAC in next-generation networks.
Açıklama
Anahtar Kelimeler
6G mobile communication, Data link layer, Generative AI, ISAC, Network layer, Physical layer
Kaynak
Computer Networks
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
270
