适应性Hoyer-L-Moment封面频谱:一种用于在低SNR环境中对船舶辐射噪声进行稳健解调的方法
Ruizhe Zhang1,2, Qingcui Wang1,2, Shuanping Du1,2
1Science and Technology on Sonar Laboratory, Hangzhou 310023, China.
Sensors (Basel, Switzerland)
|December 31, 2025
概括
这项研究引入了一种适应性Hoyer-L-moment Envelope Spectrum (AHLES) 方法,以改进船舶螺旋噪声分析. AHLES增强了关键调制特征的提取,有助于船舶目标识别,特别是在噪音条件下.
科学领域:
- 水下声学 水下声学
- 信号处理 信号处理
- 海军工程是海军工程.
背景情况:
- 螺旋噪声是船舶辐射噪声的主要来源,对船舶识别至关重要.
- 由于干扰,当前的解调技术在较低的信号噪声比率 (SNR) 中扎.
- 最佳的频段选择是提高调节性能的关键.
研究的目的:
- 为增强螺旋噪声分析提出一种新的适应性霍耶-L矩封面频谱 (AHLES) 方法.
- 改进从船舶辐射噪声中提取调制特征.
- 提高船舶目标分类和识别能力.
主要方法:
- 引入了使用黄金段搜索策略的最佳频段选择.
- 设计了一个Hoyer-L-moment度量表来量化狭窄频段的调制强度.
- 根据信号调制特征,根据适应性选择的光谱连贯性集成频段.
主要成果:
- 拟议的AHLES方法有效地提取调制特征,即使在低SNR环境中.
- 与现有方法相比,证明了改进的解调性能.
- 通过模拟和真实世界商船数据验证.
结论:
- AHLES方法为分析船舶螺旋噪声提供了一个强大的方法.
- 它通过改进调制特征提取来显著提高识别船舶目标的能力.
- 这种技术对于水下声监测和目标识别有价值.
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