POMCP
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Related Articles from SNS
Power-Aware Cognitive Radar Multi-target Tracking Under Unknown Disturbances
arXiv:2507.17506v4 Announce Type: replace-cross Abstract: This work presents a cognitive radar (CR) framework designed to track multiple aircraft under unknown disturbances using massive multiple-input multiple-output (MMIMO) systems. Since uniform power allocation is suboptimal across varying signal-to-noise ratios (SNRs), we couple an adaptive waveform design driven by Partially Observable Monte Carlo Planning (POMCP). By assigning an independent POMCP tree to each target, the system...