Search Results for author: Toshiki Matsumine

Found 1 papers, 0 papers with code

Deep Learning-Based Constellation Optimization for Physical Network Coding in Two-Way Relay Networks

no code implementations9 Mar 2019 Toshiki Matsumine, Toshiaki Koike-Akino, Ye Wang

This paper studies a new application of deep learning (DL) for optimizing constellations in two-way relaying with physical-layer network coding (PNC), where deep neural network (DNN)-based modulation and demodulation are employed at each terminal and relay node.

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