用于主动声呐目标深度估计的时域互相关截取方法

赵猛; 钟何平; 唐劲松; 吴浩然; 任群言

doi:10.12382/bgxb.2026.0349

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用于主动声呐目标深度估计的时域互相关截取方法

更新时间：2026-08-21

- 用于主动声呐目标深度估计的时域互相关截取方法
- Time-domain cross-correlation interception processing for active sonar target depth estimation
- 兵工学报 2026年
- 作者机构：
  
  1.海军工程大学, 湖北武汉430033
  2.中国科学院声学研究所, 北京 100190
- 作者简介：
  
  邮箱：1209041071@nue.edu.cn
- 基金信息：
  
  国家自然科学基金项目(42176187);海军工程大学自主研发科研项目(202650F010)
- DOI：10.12382/bgxb.2026.0349
  中图分类号： TB566
- 收稿：2026-04-17，
  
  修回：2026-07-19，
  
  录用：2026-07-22，
- 稿件说明：
移动端阅览
赵猛, 钟何平, 唐劲松, 等. 用于主动声呐目标深度估计的时域互相关截取方法[J/OL]. 兵工学报, 2026.

ZHAO Meng, ZHONG Heping, TANG Jinsong, et al. Time-domain cross-correlation interception processing for active sonar target depth estimation[J/OL]. Acta Armamentarii, 2026.
赵猛, 钟何平, 唐劲松, 等. 用于主动声呐目标深度估计的时域互相关截取方法[J/OL]. 兵工学报, 2026. DOI： 10.12382/bgxb.2026.0349.

ZHAO Meng, ZHONG Heping, TANG Jinsong, et al. Time-domain cross-correlation interception processing for active sonar target depth estimation[J/OL]. Acta Armamentarii, 2026. DOI： 10.12382/bgxb.2026.0349.

摘要

针对主动声呐目标深度估计，提出一种仅利用单通道接收回波的时域互相关截取方法。该方法将单亮点散射的波导传播拷贝信号与目标多亮点散射实测回波进行互相关处理，并基于最高相关峰位置和拷贝信号长度从散射回波中截取回波片段，最后利用截取片段与拷贝信号的相干匹配获取目标深度信息。仿真结果表明，该方法在理想的多亮点散射和实测的水下潜艇模型散射下均能成功估计目标深度，可以有效抑制主动声呐目标散射对深度估计的影响，并且在环境失配及混响噪声干扰下具有较强的实用性。同时，海上实测的回声转发数据对仿真结果进行了进一步验证，目标深度估计的RMSE能够保持在3 m以内。

Abstract

This paper proposes a time-domain cross-correlation truncation method for active sonar target depth estimation

utilizing only single-channel received echoes. In this method

the waveguide propagation replica signal corresponding to single-highlight scattering is cross-correlated with the measured multi-highlight target scattering echo. Based on the position of the highest correlation peak and the length of the replica signal

an echo segment is truncated from the scattered data. Target depth is then obtained through coherent matching between the truncated segment and the replica signal. Simulation results show that the proposed method successfully estimates target depth under both ideal multi-highlight scattering and measured underwater submarine model scattering. It effectively mitigates the impact of active sonar target scattering on depth estimation

and demonstrates robust practicability in the presence of environmental mismatch and reverberation noise. Sea trial data from echo transponder further validate the simulation results

achieving a target depth estimation root mean square error within 3 m.

关键词

Keywords

references

王学志 , 涂英 , 吴克桐 , 等 . 基于匹配场原理的矢量阵三维声源定位研究 [J ] . 兵工学报 , 2012 , 33 ( 8 ): 927 - 933 .

WANG X Z , TU Y , WU K T , et al . Vector Array for 3D Source Location Based on Matched Field Principle [J ] . Acta Armamentarii , 2012 , 33 ( 8 ): 927 - 933 . (in Chinese)

Wang W , Wang Z , Su L . Source depth estimation using spectral transformations and convolutional neural network in a deep-sea environment [J ] . Journal of Acoustical Society of America , 2020 , 148 ( 6 ): 3633 - 3644 .

Hinich M J . Maximum‐likelihood signal processing for a vertical array [J ] . Journal of Acoustical Society of America , 1973 , 54 ( 2 ): 499 - 503 .

Bucker H P . Use of calculated sound fields and matched‐field detection to locate sound sources in shallow water [J ] . Journal of Acoustical Society of America , 1976 , 59 ( 2 ): 368 - 373 .

Westwood E K . Broadband matched‐field source localization [J ] . Journal of Acoustical Society of America , 1992 , 91 ( 5 ): 2777 - 2789 .

Soares C , Jesus S M . Broadband matched-field processing: Coherent and incoherent approaches [J ] . Journal of Acoustical Society of America , 2003 , 113 ( 5 ): 2587 - 2598 .

Worthmann B M , Song H C , Dowling D R . High frequency source localization in a shallow ocean sound channel using frequency difference matched field processing [J ] . Journal of Acoustical Society of America , 2015 , 138 ( 6 ): 3549 - 3562 .

Worthmann B M , Song H C , Dowling D R . Adaptive frequency-difference matched field processing for high frequency source localization in a noisy shallow ocean [J ] . Journal of Acoustical Society of America , 2017 , 141 ( 1 ): 543 - 556 .

Shang E C . Source depth estimation in waveguides [J ] . Journal of Acoustical Society of America , 1985 , 77 ( 4 ): 1413 - 1418 .

Nicolas B , Jerme I Mars , Lacoume J L . Source Depth Estimation Using a Horizontal Array by Matched-Mode Processing in the Frequency-Wavenumber Domain [J ] . Eurasip Journal On Advances In Signal Processing , 2006 , 2006( 2 ): 1 - 16 .

李鹏 , 章新华 , 付留芳 , 曾祥旭 . 一种基于模态域波束形成的水平阵被动目标深度估计 [J ] . 物理学报 , 2017 , 66 ( 8 ): 084301 .

LI P , ZHANG X H , FU L F , ZENG X X . A modal domain beamforming approach for depth estimation by a horizontal array [J ] . Acta Physica Sinica , 2017 , 66 ( 8 ): 084301 . (in Chinese)

殷敬伟 , 尹家瑞 , 曹然 , 黄春龙 , 李理 . 基于简正波强度匹配的浅海水平阵目标深度估计方法 [J ] . 物理学报 , 2025 , 74 ( 14 ): 144301 .

YIN J W , YIN J R , CAO R , HUANG C L , LI L . A target depth estimation method in shallow water based on matched normal mode intensity [J ] . Acta Physica Sinica , 2025 , 74 ( 14 ): 144301 . (in Chinese)

Yang T C . Scattering from an object in a stratified medium. I. Frequency dispersion and active localization [J ] . Journal of the Acoustical Society of America , 1994 , 96 ( 2 ): 1003 .

Hickman G , Krolik J L . Matched-field depth estimation for active sonar [J ] . Journal of the Acoustical Society of America , 2004 , 115 ( 2 ): 620 - 629 .

郭小玮 , 郑广赢 , 严琪 . 用于浅海有源声纳目标深度估计的匹配相位处理 [J ] . 声学学报 , 2022 , 47 ( 6 ): 800 - 809 .

GUO X W , ZHENG G Y , YAN Q . Matched phase processing for active target depth estimation in shallow water [J ] . ACTA ACUSTICA , 2022 , 47 ( 6 ): 800 - 809 . (in Chinese)

郭小玮 , 郑广赢 , 杨霄宏 , 王方勇 , 杜栓平 . 结合宽带回波频域亚采样与黎曼距离处理的浅海目标深度估计 [J ] . 声学学报 , 2025 , 50 ( 4 ): 946 - 963 .

GUO X W , ZHENG G Y , YANG X H , WANG F Y , DU S P . Target depth estimation based on frequency-domain subsampling of wideband echoes and Riemannian distance in shallow water [J ] . ACTA ACUSTICA , 2025 , 50 ( 4 ): 946 - 963 . (in Chinese)

李倩岩 , 王文博 , 任群言 , 马力 , 宋国丽 . 浅海温跃层环境下基于水平阵的水面水下目标分辨 [J ] . 声学学报 , 2026 , 51 ( 1 ): 92 - 109 .

LI Q Y , WANG W B , REN Q Y , MA L , SONG G L . Resolution of surface and underwater targets based on a horizontal array in a shallow sea thermocline environment [J ] . ACTA ACUSTICA , 2026 , 51 ( 1 ): 92 - 109 . (in Chinese)

延森 F B . 计算海洋声学 [M ] . 周利生, 译. 北京 : 国防工业出版社 , 2017 .

Jensen F B . Computational Ocean Acoustics [M ] . ZHOU L S, translated. Beijing : National Defense Industry Press , 2017 . (in Chinese)

Cooke J C . Note on the Principle of Stationary Phase [J ] . Ima Journal of Applied Mathematics , 1978 , 22 ( 3 ): 297 - 303 .

汤渭霖 . 声呐目标回波的亮点模型 [J ] . 声学学报 , 1994 , 19 ( 2 ): 92 - 100 .

TANG W L . Highlight model of echoes from sonar targets [J ] . ACTA ACUSTICA , 1994 , 19 ( 2 ): 92 - 100 . (in Chinese)

鹿力成 , 马力 . 海底介质的声学特性研究 [J ] . 物理 , 2014 , 43 ( 11 ): 717 - 722 .

LU L C , MA L . Acoustic characteristics of the seabed [J ] . PHYSICS , 2014 , 43 ( 11 ): 717 - 722 . (in Chinese)

陈云飞 , 李桂娟 , 王振山 , 张明伟 , 贾兵 . 水中目标回波亮点统计特征研究 [J ] . 物理学报 , 2013 , 62 ( 8 ): 084302 .

CHEN Y F , LI G J , WANG Z S , ZHANG M W , JIA B . Statistical feature of underwater target echo highlight [J ] . Acta Physica Sinica , 2013 , 62 ( 8 ): 084302 . (in Chinese)

Nicholas M. , Ogden P. M. and Erskine F. T. , Improved empirical descriptions for acoustic surface backscatter in the ocean [J ] . IEEE Journal of Oceanic Engineering , 1998 , 23 ( 2 ): 81 - 94 .

侯倩男 , 吴金荣 . 浅海小掠射角的海底界面声反向散射模型的简化 . 物理学报 , 2019 , 68 ( 04 ): 238 - 246 .

HOU Q N , WU J R . Simplification of roughness bottom backscattering model at small grazing angle in shallow-water [J ] . Acta Physica Sinica , 2019 , 68 04 : 238 - 246 .

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