Deep Learning Assisted Detection for Index Modulation Aided mmWave Systems

Deep Learning Assisted Detection for Index Modulation Aided mmWave Systems

In this paper, we propose deep learning assisted detection for index modulation millimeter wave (mmWave) systems, where we train a neural network (NN) to jointly detect the transmitted data and index information without relying on explicit channel state information (CSI). As a design example, we fir...

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Bibliographic Details
Main Authors: Satyanarayana Katla, Luping Xiang, Yanqing Zhang, Mohammed El-Hajjar, Alain A. M. Mourad, Lajos Hanzo
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Index modulation
millimeter wave
MIMO
beamforming
machine learning
detection
Online Access:https://ieeexplore.ieee.org/document/9247947/

Internet

https://ieeexplore.ieee.org/document/9247947/

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