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中文核心期刊

一种单频水声信号多径时延估计算法

Multipath time-delay estimation of underwater acoustic sinusoidal signals

  • 摘要: 提出一种针对单频水声信号的多径时延估计算法,通过采用频域加权并结合进化规划算法解决代价函数强烈振荡下的高效全局优化。算法引入多径径数建立由多径时延、幅度系数及径数组成的水声信道多径参数模型,在采用频域加权预白化进行非线性最小二乘代价函数解耦处理的基础上,结合进化规划算法进行非线性参数解空间的高效全局寻优,从而实现多径时延的高分辨率估计。利用仿真数据和海上实验数据进行的实验表明,本算法具有较高的多径时延估计精度并可同时实现多径径数的估计。

     

    Abstract: To overcome the performance limitation of multipath time-delay estimation posed by underwater acoustic sinusoidal signals, a novel approach incorporating the frequency-domain weighting of the highly oscillatory Nonlinear Least Squares (NLS) cost function with the evolutionary optimization is proposed in this paper to facilitate the accurate estimation of the multipath time-delay of sinusoidal signals. In the described method, the number of the effective multipath signals, which is included into the parameter model as well as the multipath time-delay and amplitude factor, can be estimated simultaneously thus avoiding the requirement of additional computation. Experimental results performed with numerical simulation and sea-trial data are provided, demonstrating the effectiveness and precision enhancement of the proposed algorithm.

     

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