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Design and Algorithm Integration of High-Precision Adaptive Underwater Detection System Based on MEMS Vector Hydrophone

Authors :
Yan Liu
Boyuan Jing
Guojun Zhang
Jiayu Pei
Li Jia
Yanan Geng
Zhengyu Bai
Jie Zhang
Zimeng Guo
Jiangjiang Wang
Yuhao Huang
Lele Xu
Guochang Liu
Wendong Zhang
Source :
Micromachines, Vol 15, Iss 4, p 514 (2024)
Publication Year :
2024
Publisher :
MDPI AG, 2024.

Abstract

Real-time DOA (direction of arrival) estimation of surface or underwater targets is of great significance to the research of marine environment and national security protection. When conducting real-time DOA estimation of underwater targets, it can be difficult to extract the prior characteristics of noise due to the complexity and variability of the marine environment. Therefore, the accuracy of target orientation in the absence of a known noise is significantly reduced, thereby presenting an additional challenge for the DOA estimation of the marine targets in real-time. Aiming at the problem of real-time DOA estimation of acoustic targets in complex environments, this paper applies the MEMS vector hydrophone with a small size and high sensitivity to sense the conditions of the ocean environment and change the structural parameters in the adaptive adjustments system itself to obtain the desired target signal, proposes a signal processing method when the prior characteristics of noise are unknown. Theoretical analysis and experimental verification show that the method can achieve accurate real-time DOA estimation of the target, achieve an error within 3.1° under the SNR (signal-to-noise ratio) of the X channel of −17 dB, and maintain a stable value when the SNR continues to decrease. The results show that this method has a very broad application prospect in the field of ocean monitoring.

Details

Language :
English
ISSN :
2072666X
Volume :
15
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Micromachines
Publication Type :
Academic Journal
Accession number :
edsdoj.3ee9fd414e14448a1c211705aa66342
Document Type :
article
Full Text :
https://doi.org/10.3390/mi15040514