Pilot Allocation for Multi-Hop Over-the-Air Neural Inference under Imperfect CSI

Tolga Girici, Meng Hua, Deniz Gündüz

A multi-hop amplify-and-forward (AF) relay network can emulate a fully connected (FC) neural network layer via over-the-air (OTA) computation. However, achieving high emulation acc…