Reinforcement Learning based Dual-Functional Massive MIMO Systems for Multi-target Detection and Communications

Reinforcement learning (RL) based approaches in massive multiple input multiple output (mMIMO) arrays allow target detection in unknown environments. However, there are two main drawbacks hindering the practical application of these approaches: (i) poor detection performance for weak targets, and (i...

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Veröffentlicht in:IEEE transactions on signal processing 2023-01, Vol.71, p.1-15
Hauptverfasser: Zhai, Weitong, Wang, Xiangrong, Cao, Xianbin, Greco, Maria S, Gini, Fulvio
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Sprache:eng
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