In non-coherent bistatic MIMO ISAC, data-aided sensing yields a strict 3 dB effective SNR improvement at low SNR and faster performance scaling at high SNR versus pilot sensing, via closed-form random matrix theory asymptotics.
Fundamental CRB-rate tradeoff in multi-antenna ISAC systems with information multicasting and multi-target sensing
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A structured survey of edge perception that integrates sensing modalities, edge AI, task-driven designs, and open challenges for 6G networks.
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Fundamental Performance Limits of Non-Coherent ISAC: A Data-Aided Sensing Perspective
In non-coherent bistatic MIMO ISAC, data-aided sensing yields a strict 3 dB effective SNR improvement at low SNR and faster performance scaling at high SNR versus pilot sensing, via closed-form random matrix theory asymptotics.
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Sense Smarter, Think Better: Edge Perception for Next-Generation Networks
A structured survey of edge perception that integrates sensing modalities, edge AI, task-driven designs, and open challenges for 6G networks.