A hybrid quantum CNN with a shared parameterized quantum circuit across layers achieves about 98% of exhaustive-search sum throughput for cell-free massive MIMO pilot assignment while using fewer parameters than classical networks.
Learning-based downlink power allocation in cell-free massive MIMO systems,
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Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems
A hybrid quantum CNN with a shared parameterized quantum circuit across layers achieves about 98% of exhaustive-search sum throughput for cell-free massive MIMO pilot assignment while using fewer parameters than classical networks.