Intelligent Reflecting Surface Enhanced Maritime Joint Sensing and Communication Systems: Performance Optimization

The maritime joint sensing and communication system (MSCS) has recently emerged as a promising solution to address the maritime spectrum scarcity issue for high-efficiency communication and environmental sensing. To mitigate the significant path loss experienced over the complex sea surface, the intelligent reflecting surface (IRS) is integrated into the MSCS to enhance the signal quality by dynamically adjusting the phases of its reflecting elements. Building upon this foundation, we aim to improve the sensing performance by maximizing the sensing signal-to-noise ratio while maintaining normal maritime communication, which involves optimizing active and passive beamforming vectors. Under the unpredictable environmental information and high-complexity and high-overhead channel information estimation in MSCS, we propose a heuristic algorithm based on genetic evolution to tackle this problem. To ensure the algorithm convergence and the feasibility of available solutions, we introduce an individual processing approach and an elitist reservation strategy in each genetic generation. Numerical results and simulations validate the convergence and efficacy of the proposed algorithm. Additionally, we analyze the effects of critical parameters and IRS structure on the algorithm performance.

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Publication Details

Journal
IEEE Transactions on Communications
Published
2024-08-16
DOI
https://doi.org/10.1109/tcomm.2024.3445297
Citations
12
Primary Topic
Maritime Navigation and Safety
Type
article
Field-Weighted Citation Impact
4.03
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article

Intelligent Reflecting Surface Enhanced Maritime Joint Sensing and Communication Systems: Performance Optimization

Xueyan Cao, Yinghui Zhang, Shubin Wang
12 citations
IEEE Transactions on Communications
Maritime Navigation and Safety
4.03
article

Intelligent Reflecting Surface Enhanced Maritime Joint Sensing and Communication Systems: Performance Optimization

Xueyan Cao, Yinghui Zhang, Shubin Wang
article en
12 citations

Abstract

The maritime joint sensing and communication system (MSCS) has recently emerged as a promising solution to address the maritime spectrum scarcity issue for high-efficiency communication and environmental sensing. To mitigate the significant path loss experienced over the complex sea surface, the intelligent reflecting surface (IRS) is integrated into the MSCS to enhance the signal quality by dynamically adjusting the phases of its reflecting elements. Building upon this foundation, we aim to improve the sensing performance by maximizing the sensing signal-to-noise ratio while maintaining normal maritime communication, which involves optimizing active and passive beamforming vectors. Under the unpredictable environmental information and high-complexity and high-overhead channel information estimation in MSCS, we propose a heuristic algorithm based on genetic evolution to tackle this problem. To ensure the algorithm convergence and the feasibility of available solutions, we introduce an individual processing approach and an elitist reservation strategy in each genetic generation. Numerical results and simulations validate the convergence and efficacy of the proposed algorithm. Additionally, we analyze the effects of critical parameters and IRS structure on the algorithm performance.

IEEE Transactions on CommunicationsVol. 73(2)
Inner Mongolia University (CN)
Openalex Percentile: Top 6%
Maritime Navigation and Safety
4.03
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Intelligent Reflecting Surface Enhanced Maritime Joint Sensing and Communication Systems: Performance Optimization — Xueyan Cao, Yinghui Zhang, et al. · IEEE Transactions on Communications (2024) | TGRS Research Map | TGRS