基于可变频率的多连贯轨道前检测方法用于被动声纳中的弱音
Liu Zhang1,2, Shengchun Piao2,3,4, Junyuan Guo2,3,4
1Hanjiang National Laboratory, Wuhan, Hubei 430060, China.
The Journal of the Acoustical Society of America
|August 4, 2025
概括
本研究引入了一种基于可变频率的轨道前检测 (TBD) 方法,用于增强弱音的被动检测. 先进的颗粒过方法提高了信号检测和频率估计的准确性,即使是复杂的目标机动.
科学领域:
- 信号处理 信号处理
- 声学检测检测 声学检测 声学检测
背景情况:
- 由于复杂的目标机动,被动检测弱音是具有挑战性的.
- 现有的多连贯集成和轨道前检测 (TBD) 方法在处理复杂的音调频率变化方面存在局限性,从而降低了连贯处理收益.
研究的目的:
- 提出基于可变频率的多连贯轨道前检测 (TBD) 方法,以改善弱音的被动检测.
- 为了提高复杂的音调频变化的适应性,并减少频率估计误差.
主要方法:
- 在状态空间动态系统中使用多项式函数建模音频和相位演变.
- 采用改进的颗粒过算法与数据适应的顺序重要性采样,以优化颗粒分布.
- 分析最佳模型顺序以最大限度地减少连贯的增益损失.
主要成果:
- 与传统方法相比,拟议的方法显示了较好的检测性能.
- 观察到频率估计错误的显著减少.
- 实现了对复杂的音调频变化的高度适应性.
结论:
- 基于变频的TBD方法为被动弱音检测提供了一个强大的解决方案.
- 颗粒过方法提高了在动态声学环境中的信号处理能力.
- 该方法显示了实用的实用性,通过模拟和真实世界的实验数据 (SwellEx-96) 进行验证.
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