在深海使用自适应FDSL与少数元素阵列的远程源定位
Jingwen Yin1, Haklim Ko1, Hojun Lee1
1Department of Information and Communication Engineering, Hoseo University, Asan 31499, Republic of Korea.
Sensors (Basel, Switzerland)
|March 14, 2026
概括
新的自适应频差源定位 (FDSL) 方法增强了深海声源定位. 这些技术提高了准确性,并减少了侧叶,即使在小数组和低信号噪声比.
科学领域:
- 海洋声学 海洋声学
- 信号处理 信号处理
- 地质物理学 地质物理学
背景情况:
- 匹配场处理 (MFP) 在深海定位中与环境不匹配作斗争.
- 频率差异匹配场处理 (FDMFP) 受到可毒相效应的限制.
- 常规频差源定位 (FDSL) 需要大数组,增加成本和复杂性.
研究的目的:
- 开发改进的FDSL方法,以稳定地定位深海源.
- 解决传统FDSL在低信号噪声比 (SNR) 和小阵列场景中的局限性.
- 为了提高分辨率和抑制侧叶在声学定位.
主要方法:
- 拟议的自适应式FDSL-MVDR和FDSL-MUSIC方法.
- 通过使用频差协差结构来导出适应性重量向量.
- 重新定义了模两可的表面,以提高定位准确度.
主要成果:
- 与传统的FDSL相比,自适应的FDSL方法显示出更高的峰值度和侧叶抑制.
- FDSL-MUSIC实现了100%的本地化成功,SNR为-5dB,改进了4dB.
- 方法在环境不匹配和少元素数组下显示出强大的性能.
结论:
- 适应性FDSL方法显著提高了深海源局部化性能.
- 拟议的技术使高精度定位能够使用具有成本效益的小光圈阵列.
- 验证了高分辨率低SNR深海声学定位的可行性.
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