A state-based sensing management protocol with EKF tracking enables pilot-free predictive multi-user beamforming in cell-free ISAC networks, yielding downlink spectral efficiency close to perfect CSI with only occasional sensing after initial convergence.
Sensing-assisted beam tracking in V2I networks: Extended target case
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Pilot-Free Predictive Multi-User Beamforming via Sensing Management in Cell-Free Networks
A state-based sensing management protocol with EKF tracking enables pilot-free predictive multi-user beamforming in cell-free ISAC networks, yielding downlink spectral efficiency close to perfect CSI with only occasional sensing after initial convergence.