ResiGLC is proposed, a novel loss-resilient generative latent coding framework designed for robust semantic communication over extreme-low bandwidth packet-loss networks and can effectively improve the loss-resilience in terms of perceptual fidelity and realism qualities with extreme-low bandwidth cost.
Shengshi Yao, Jin-Cheng Dai, Si-Xian Wang et al.· IEEE Transactions on Mobile...· 0 citations
A systematic survey of media communication technologies for 6G vision communication is presented by revisiting the evolution of communication and media technologies and clarifying the intrinsic relationship between media content processing and wireless transmission.
Bingyan Xie, Longyu Zhou, Zi-Han Chen et al.· 0 citations
Generative communications (GenCom), a novel paradigm for 6G networks in which large AI models drive semantic understanding, reasoning, and content generation, embedding these into the communication process, is introduced.
This work systematically identifies the computational bottlenecks and proposes GVC-RT, which redesigns the generative latent coding framework to realize real-time video coding without sacrificing compression performance, and introduces a lightweight de-tokenizer architecture to resolve the final latency bottleneck duri...
Tian-Jian Dang, Si-Xian Wang, Lei Luo et al.· 1 citation· ⚡1
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