Low-Complexity AMP-Based Demodulator for Amplify-and-Forward Barrage Relay Network

In this letter, a low-complexity demodulation algorithm for amplify-and-forward (AF) barrage relay networks (BRN) has been proposed, which is based on approximate message passing (AMP) algorithm. Different from previous research, the delay for each relay node has been added in our established channel model of BRN, which is more suitable for practical applications. Then, by simplifying the expression of maximum a posterior probability, we have proposed the AF-AMP demodulation algorithm for BRN, and analyzed its computational complexity. Simulation results demonstrate that our proposed algorithm has lower complexity.

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Publication Details

Journal
IEEE Wireless Communications Letters
Published
2025-03-06
DOI
https://doi.org/10.1109/lwc.2025.3548624
Primary Topic
Full-Duplex Wireless Communications
Type
article
Field-Weighted Citation Impact
0.00

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Low-Complexity AMP-Based Demodulator for Amplify-and-Forward Barrage Relay Network

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Low-Complexity AMP-Based Demodulator for Amplify-and-Forward Barrage Relay Network

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article en

Abstract

In this letter, a low-complexity demodulation algorithm for amplify-and-forward (AF) barrage relay networks (BRN) has been proposed, which is based on approximate message passing (AMP) algorithm. Different from previous research, the delay for each relay node has been added in our established channel model of BRN, which is more suitable for practical applications. Then, by simplifying the expression of maximum a posterior probability, we have proposed the AF-AMP demodulation algorithm for BRN, and analyzed its computational complexity. Simulation results demonstrate that our proposed algorithm has lower complexity.

IEEE Wireless Communications LettersVol. 14(5)
National University of Defense Technology (CN), PLA Army Engineering University (CN)
National Natural Science Foundation of China, China Postdoctoral Science Foundation, Natural Science Foundation of Jiangsu Province, National Key Research and Development Program of China
Openalex Percentile: Top 97%
Full-Duplex Wireless Communications
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