Optimality of large MIMO detection via approximate message passing

@article{Jeon2015OptimalityOL,
  title={Optimality of large MIMO detection via approximate message passing},
  author={Charles Jeon and Ramina Ghods and A. Maleki and Christoph Studer},
  journal={2015 IEEE International Symposium on Information Theory (ISIT)},
  year={2015},
  pages={1227-1231}
}
  • Charles Jeon, Ramina Ghods, +1 author Christoph Studer
  • Published 2015
  • Mathematics, Computer Science
  • 2015 IEEE International Symposium on Information Theory (ISIT)
  • Optimal data detection in multiple-input multiple-output (MIMO) communication systems with a large number of antennas at both ends of the wireless link entails prohibitive computational complexity. In order to reduce the computational complexity, a variety of sub-optimal detection algorithms have been proposed in the literature. In this paper, we analyze the optimality of a novel data-detection method for large MIMO systems that relies on approximate message passing (AMP). We show that our… CONTINUE READING
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