Five heuristic pilot allocation schemes for multi-hop OTA neural inference trade training overhead for classification accuracy under CSI errors, approaching digital performance with sufficient pilots and balanced resources.
Over-the-air inference through analog computation over multi-hop mimo networks,
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Pilot Allocation for Multi-Hop Over-the-Air Neural Inference under Imperfect CSI
Five heuristic pilot allocation schemes for multi-hop OTA neural inference trade training overhead for classification accuracy under CSI errors, approaching digital performance with sufficient pilots and balanced resources.