Mikko Pitkänen

Learning Optimal Lattice Codes for MIMO Communications

We propose a novel reinforcement learning approach to learning lattice codes for MIMO channels. We use the block error rate as a loss function to be minimized and compare the learnt lattices with those obtained from algebraic design methods for different SNR ranges. Our results indicate that our lea…