参数未知的舰船辐射噪声检测方法
Ship radiated noise detector when line spectrum parameters are unknown
-
摘要: 舰船辐射噪声的检测方法已有广泛研究,其中线谱特征是检测的重要依据。基于线谱特征的舰船辐射噪声检测方法常需要线谱数目、频率等参数作为检测的先验信息,这些信息不准确或无法确知时,检测方法的性能会受到显著影响。针对实际应用中对于未知舰船无法获得其参数信息的情况,研究基于连续谱谱峰特征的更为一般性的信号存在性检测方法。将窄带信号瞬时频率分析的思想扩展到舰船辐射噪声这类宽带信号,从信号频率与能量分布的角度推导得到宽带信号"瞬时频率"的近似表示式。构建宽带信号的瞬时频率检测器,并对其性能进行理论分析,结果表明该检测器的性能主要受舰船辐射噪声瞬时频率方差以及接收信噪比影响。通过计算机仿真和实际数据对算法的性能进行了验证。Abstract: The ship radiated noise detection algorithm in passive sonar system is widely studied, and the line spectrum is a feature which mostly used for ship radiated noise detection. Parameters, such as number and frequency of line spectrum, are usually needed for ship radiated noise detector which based on line spectrum character. In reality, these parameters are difficult to acquire from unknown ships. The demand of novel universal detector whose detecting performance could not be easily influenced by line spectrum parameters is urgent. The peak-like shape feature of continuous spectrum of ship radiated noise is used as the basis of the detector proposed in this paper. Application of instantaneous frequency analyzing method is extended from narrow band signal to wide band signal. An approximate formula which could demonstrate the relationship of the instantaneous frequency and the frequency and energy of the wide band signal is deduced. Using the approximate formula, the performance of the instantaneous frequency based detector for ship radiated noise is analyzed theoretically. Both simulated signals and practical signals are used to test the performance of the instantaneous frequency based detector, the results verified the conclusions gained from theoretical analysis.