We address joint continuous localization and data detection in ambient backscatter communication, where weak observations can leave competing geometry hypotheses plausible and a staged point-estimate interface can discard information about this ambiguity. We develop the \emph{Geometry-aware Frame Network (GeoFrameNet)}...
Xian-Hua Yu, Dong Li, Bo-Wen Gu et al.· 0 citations
Extremely large-scale (XL) antenna arrays and wideband mmWave/THz signaling are expected to enable 6G links with highly directional transmission and near-field beam focusing. In the radiating near-field, the received wavefront is spherical and the array response depends jointly on angle and distance. When combined with...
Ai-Biao Zhang, Wei-Zheng Zhang, Wei Wang et al.· 2026 IEEE/CIC International...· 0 citations
Channel knowledge maps (CKMs) or radio maps are a key enabler for AI-native 6G networks, supporting proactive resource allocation, coverage optimization, and environment-aware wireless intelligence. Recent generative approaches have demonstrated improved realism and structural fidelity compared with purely discriminati...
The rapid evolution of swarm intelligence and edge computing has highlighted the potential of Uncrewed Aerial Vehicle (UAV) swarms for data-driven services. However, heterogeneous capabilities and time-varying communication conditions pose significant challenges for efficient resource orchestration. This letter propose...
