Collaborative inference between the edge cloud and user equipment (UE) is a promising paradigm for deploying large deep neural networks (DNNs) in 6G networks. However, existing cloud-edge inference and distillation schemes often require the real-time transmission of high-dimensional intermediate features or soft probab...
Wan-Ling Luo, Jia-Yi Zhang, Bo-Kai Xu et al.· 0 citations
Unmanned aerial vehicle (UAV)-assisted communications have emerged as a promising approach to enhance wireless network performance. However, a key challenge that remains insufficiently addressed in existing studies is the enforcement of minimum safety distance among UAVs, which is crucial for practical deployment in re...
In this paper, we investigate a full-duplex (FD) cell-free massive multiple-input multiple-output (CF mMIMO) architecture with millimeter wave (mmWave) fronthaul, where uplink (UL) and downlink (DL) payload data and control signaling must be simultaneously supported. We first revisit the fronthaul requirements of repre...
Zhi-Long Liu, Jia-Yi Zhang, En-Yu Shi et al.· IEEE Transactions on Wireles...· 0 citations
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