Research on Underwater Acoustic Environmental Perception Based on Sparse Channel Estimation

In the exploration of ocean resources, underwater perception has become an indispensable tool. This paper proposes a comprehensive approach for underwater environmental perception that utilizes channel estimation to account for multipath effects and direction of arrival (DOA). We initially introduce sparse channel estimation with multipath effects, and subsequently delves into DOA analysis. We explore environmental perception based on both sparse channel estimation and DOA estimation. Both simulations and experiments validate the effectiveness of our proposed method, demonstrating its practical applicability.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/itnec60942.2024.10733254
Primary Topic
Underwater Acoustics Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Research on Underwater Acoustic Environmental Perception Based on Sparse Channel Estimation

Yan Wei, Xingbin Tu, Fengzhong Qu, Zhipeng Li et al.
Underwater Acoustics Research
article

Research on Underwater Acoustic Environmental Perception Based on Sparse Channel Estimation

Yan Wei, Xingbin Tu, Fengzhong Qu, Zhipeng Li, Yiran Wei
article en

Abstract

In the exploration of ocean resources, underwater perception has become an indispensable tool. This paper proposes a comprehensive approach for underwater environmental perception that utilizes channel estimation to account for multipath effects and direction of arrival (DOA). We initially introduce sparse channel estimation with multipath effects, and subsequently delves into DOA analysis. We explore environmental perception based on both sparse channel estimation and DOA estimation. Both simulations and experiments validate the effectiveness of our proposed method, demonstrating its practical applicability.

Zhejiang Ocean University (CN)
National Natural Science Foundation of China
Life below water
Openalex Percentile: Top 80%
Underwater Acoustics Research
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