Reduced Complexity Learning-Assisted Joint Channel Estimation and Detection of Compressed Sensing-Aided Multi-Dimensional Index Modulation

Reduced Complexity Learning-Assisted Joint Channel Estimation and Detection of Compressed Sensing-Aided Multi-Dimensional Index Modulation

Index Modulation (IM) is a flexible transmission scheme capable of striking a flexible performance, throughput, diversity and complexity trade-off. The concept of Multi-dimensional IM (MIM) has been developed to combine the benefits of IM in multiple dimensions, such as space and frequency. Furtherm...

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Bibliographic Details
Main Authors: Xinyu Feng, Mohammed El-Hajjar, Chao Xu, Lajos Hanzo
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Vehicular Technology
Subjects:
Index Modulation
Compressed Sensing-Aided Multi-Dimensional Index Modulation (CS-MIM)
joint channel estimation and detection
Soft Detection
Machine learning
Neural Network
Online Access:https://ieeexplore.ieee.org/document/10323473/

Internet

https://ieeexplore.ieee.org/document/10323473/

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