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Rational-Orthogonal-Wavelet-Based Active Sonar Pulse and Detector Design

机译:基于有理正交小波的有源声纳脉冲和检测器设计

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摘要

A family of rational orthogonal wavelets is explored in active sonar detection to achieve Doppler robustness and noise mitigation. The broadband active sonar system is classified as wavelet-based noncoherent subband energy detection. It features a flexible broadband sonar pulse design with low peak-to-average power ratio (PAPR), and a detector of low computation complexity via fast rational wavelet filter bank. The designed family of broadband pulses is based on a combination of multiple basis functions of the complex rational orthogonal wavelet (CROW). Differing from the conventional dyadic wavelet (with an integer scale factor of 2), the CROW has a rational scale factor and much higher resolution in the partition of the time-scale plane. This family of wavelets presents great flexibility in the system design. Design example is presented with minimized PAPR to serve for applications demanding the stealth. The sonar detector is based on the CROW analysis filter bank. Detection performance is analyzed regarding its resistance to Doppler noise and multipath by simulations using a geometric underwater acoustic channel model. The performance of the wavelet-based active sonar system is compared with a linear frequency modulated pulse-based system. The receiver operating characteristic curves demonstrate that the designed system is able to cope with severe multipath, high ambient noise, and severe Doppler dispersion. The framework provides possible solutions for underwater applications in low signal-to-noise ratio and varying mobility conditions.
机译:在有源声纳检测中探索了一系列有理正交小波,以实现多普勒鲁棒性和噪声缓解。宽带有源声纳系统被分类为基于小波的非相干子带能量检测。它具有灵活的宽带声纳脉冲设计,具有低峰均功率比(PAPR),并通过快速有理小波滤波器组实现了低计算复杂度的检测器。设计的宽带脉冲系列基于复数有理正交小波(CROW)的多个基函数的组合。与传统的二进小波(整数比例因子为2)不同,CROW在时标平面的分区中具有合理的比例因子和更高的分辨率。这个小波族在系统设计中提供了极大的灵活性。提出了具有最小PAPR的设计示例,可满足要求隐身的应用。声纳检测器基于CROW分析滤波器组。通过使用几何水下声通道模型进行仿真,分析了检测性能对多普勒噪声和多径的抵抗力。将基于小波的有源声纳系统的性能与基于线性调频脉冲的系统进行了比较。接收机的工作特性曲线表明,所设计的系统能够应对严重的多径,高环境噪声和严重的多普勒频散。该框架为低信噪比和变化的移动条件下的水下应用提供了可能的解决方案。

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