Deep-Learning-Aided Joint Channel Estimation and Data Detection for Spatial Modulation

Deep neural network (DNN)-aided spatial modulation (SM) is conceived. In particular, a pair of DNN structures are designed for replacing the conventional model-based channel estimators and detectors. As our first prototype, the conventional DNN estimates the channel relying on the pilot symbols and...

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Bibliographic Details
Main Authors: Luping Xiang, Yusha Liu, Thien Van Luong, Robert G. Maunder, Lie-Liang Yang, Lajos Hanzo
Format: Article
Published: IEEE 2020-01-01
Series:IEEE Access
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