Neural Network MIMO Detection for Coded Wireless Communication with Impairments

@article{Sholev2020NeuralNM,
  title={Neural Network MIMO Detection for Coded Wireless Communication with Impairments},
  author={Omer Sholev and H. Permuter and Eilam Ben-Dror and Wenliang Liang},
  journal={2020 IEEE Wireless Communications and Networking Conference (WCNC)},
  year={2020},
  pages={1-8}
}
  • Omer Sholev, H. Permuter, +1 author Wenliang Liang
  • Published 2020
  • Computer Science
  • 2020 IEEE Wireless Communications and Networking Conference (WCNC)
  • In this paper, a neural network based Multiple-Input-Multiple-Output (MIMO) algorithm is presented. The algorithm is specifically designed to be integrated in a coded MIMO-OFDM system, and is based upon projected gradient descent iterations. We combine our model as a part of a modern coded MIMO-OFDM system, and we compare its performance with common MIMO detectors on simulated data, as well as on field data. We also investigated our model’s performance in the presence of several common… CONTINUE READING
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