水下时间延迟估计方法基于光谱驱动的多路径分离方法
Xuerong Cui1, Lurui Chao1, Juan Li2
1College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, 266000, China.
The Journal of the Acoustical Society of America
|January 21, 2026
概括
这项研究引入了一种基于光谱的新方法,用于水下时间延迟估计. 它有效地分离多路径信号,在杂,复杂的声学环境中提高定位准确性.
科学领域:
- 声学 声学 在声学方面
- 信号处理 信号处理
- 海洋学 海洋学 海洋学
背景情况:
- 水下声道受到多路径效应的影响,导致信号异化.
- 非静止的海洋噪声进一步降低了现有的时间延迟估计算法.
- 高精度的水下定位严重依赖于准确的时间延迟估计.
研究的目的:
- 为复杂的水下环境开发一个强大的时间延迟估计方法.
- 为了解决信号别名和噪声干扰问题.
- 为了提高水下定位的准确性.
主要方法:
- 提出了一种光谱驱动的多路径分离技术.
- 使用光谱驱动的带宽重叠标准来选择模式.
- 实施了一个时间域能量检测机制,结合了能量梯度和信息.
主要成果:
- 实现了有效的多路径模式的动态选择和废弃噪音主导模式.
- 成功分离时间频率别名信号.
- 在模拟中,在多路径分离精度 (52.1%-61.4%) 和减少时间延迟RMSE (36.6%-47.2%) 中显著改善.
结论:
- 拟议的方法克服了固定参数模式分解的局限性.
- 它使得高精度的时间延迟估计,即使在低信号噪声比条件下.
- 在具有挑战性的水下声环境中为多路径定位提供了理论上的进步.
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