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Deep Learning Aided Low Complex Sphere Decoding for MIMO Detection

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Published in 2022 at "IEEE Transactions on Communications"

DOI: 10.1109/tcomm.2022.3218630

Abstract: In this paper, we propose a deep learning based sphere decoding (SD) scheme to reduce the detection complexity for the multiple-input multiple-output (MIMO) communication systems. Specifically, we first design the sparsely connected deep neural network… read more here.

Keywords: learning aided; detection; deep learning; sphere decoding ... See more keywords