The limited communication resources and sensing perspectives of a single uncrewed aerial vehicle (UAV) motivate UAV swarms for integrated sensing and communication (ISAC) in air-ground networks. However, in multi-region scenarios, regional UAV allocations may not match vehicle demand, while local observations may lack...
Ling-Hui Miao, N. Nguyen, Shi-Jian Gao· 0 citations
Sixth-generation (6G) applications require radio access networks (RANs) to support reliable communication and seamless sensing across their operating regions. In coupled RAN deployments, shared downlink transmitting and uplink receiving sites constrain the network's ability to accommodate asymmetric links and different...
Gang-Yong Zhu, Ling-Hui Miao, Bo-Yang Ji et al.· 0 citations
A memory-based online sparse variational Gaussian process (M-OSVGP) method that efficiently updates radio maps from streaming spectrum measurements and extends M-OSVGP with a grid-assisted online inducing point selection (GOIPS) algorithm that dynamically adapts the number and locations of inducing points based on meas...
Yuanyuan Deng, Bo Zhou, Tianjun Chen et al.· arXiv.org· 0 citations
A service-driven regional partitioning scheme is proposed to support traffic-aware UAV communication, and an adaptive handshaking mechanism is introduced to improve cooperative sensing accuracy by mitigating residual inter-region phase errors with controlled synchronization overhead.
Linghui Miao, Shijian Gao· arXiv.org· 0 citations
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