通过融合声磁场来提取船舶轴速率特征的方法
Taotao Xie1, Qing Ji2, Peng Yu3
1Naval University of Engineering, Wuhan, China.
Scientific reports
|July 29, 2025
概括
这项研究引入了一种新的水下目标检测方法,通过融合声学和磁场. 这种方法提高了船舶轴速率估计的准确性和稳定性,以改善目标识别.
科学领域:
- 海洋声学 海洋声学
- 地质物理学 地质物理学
- 信号处理 信号处理
背景情况:
- 检测水下小目标是一项挑战.
- 船舶的声学和磁场包含与螺旋旋转相关的目标特征信息.
- 轴速率信息对于目标识别至关重要.
研究的目的:
- 通过融合声学和磁场,提出用于小型水下目标的检测方法.
- 通过融合声学和磁场来提取船舶轴速率特征.
- 提高船舶轴速率估计的准确性和稳定性.
主要方法:
- 基于船舶轴速率信息的声学和磁场的融合.
- 使用DEMON光谱分析 (声学) 和功率光谱分析 (磁性) 提取线谱.
- 提取的线谱的融合和净化,然后使用最大共同 भाजक (GCD) 方法进行轴速特征提取.
主要成果:
- 在同一艘船的声学和磁性轴速率线谱之间观察到显著的频率对应.
- 声磁场的融合有效地弥补了环境噪音造成的线谱损失.
- 与单场方法相比,提高了船舶轴速率估计的准确性和稳定性.
结论:
- 拟议的融合方法提高了轴速率信息提取的可靠性.
- 这种方法为水下目标识别提供了更强大的基础.
- 组合声学和磁场分析为检测小型水下目标提供了卓越的性能.
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