通过时间扭曲来实现来自移动目标的音调的高收益长期连贯集成
Yu Chen1,2,3, Longhao Qiu1,2,3, Ying Li1,2,3
1National Key Laboratory of Underwater Acoustic Technology, Harbin Engineering University, Harbin, 150001, China.
The Journal of the Acoustical Society of America
|May 16, 2025
概括
这项研究引入了一种用于被动声纳系统的新型时间扭曲方法,以改善船舶噪声检测. 通过使用预先设计的操作符,它可以提高信号处理收益,而无需估计运动参数.
科学领域:
- 声学 声学 声学 声学
- 信号处理 信号处理
- 水下声学 水下声学
背景情况:
- 船舶辐射噪声表现出对被动声纳检测至关重要的音色特性.
- 声纳信号中的多普勒转移降低了快速里埃转换 (FFT) 的性能.
- 减轻多普勒效应的传统方法需要运动参数估计.
研究的目的:
- 开发一种用于被动声纳的时间扭曲方法,消除了对运动参数估计的需求.
- 为了提高在音频检测的整合收益,尽管多普勒移.
- 为了提供一种更强大,更有效的方法来分析船只噪声在被动声纳.
主要方法:
- 开发了一种使用一组预先设计的扭曲运算符的新型时间扭曲方法.
- 这些运算符的设计涉及到从各种运动场景中预处理和聚类延迟向量.
- 该方法修改信号的时间轴以稳定音频,绕过直接运动估计.
主要成果:
- 与现有方法相比,拟议的算法显示了增强的信号处理收益.
- 通过模拟数据和实验测量实现了验证.
- 消除了运动参数估计,简化了音调检测过程.
结论:
- 开发的时间扭曲方法有效地稳定了被动声纳信号中的音调频率.
- 这种方法为船舶噪声检测提供了显著的整合效益改善.
- 该方法为被动声纳应用中传统的多普勒补偿技术提供了可行的替代方案.
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