Optimum Linear Fusion for DOA Estimation with Vector Hydrophone Array
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摘要: 为了改善矢量水听器方位估计的性能, 研究了基于ESPRIT算法的矢量阵方位估计问题, 分析了其基本原理, 推导了该算法方位估计方差的理论公式, 得出了矢量阵ESPRIT方法估计方差较大, 且估计性能受实际目标方位影响严重。针对该方法的不足, 提出了对独立估计出的目标方位进行最佳线性融合的处理方法, 该融合算法的估计方差不大于任何一个独立估计的方差。仿真结果表明, 最佳线性融合算法提高了矢量水听器阵的方位估计精度, 降低了估计性能随目标方位变化波动的程度。Abstract: To improve the direction of arrival (DOA) estimation performance of a vector hydrophone array, the estima-tion of signal parameters via rotational invariance technique (ESPRIT) of a vector hydrophone array is studied. Based on analysis of vector array ESPRIT, theoretical estimation covariance formulas of vector array ESPRIT method are deduced, which bring about large estimation covariance at certain target bearing. Consequently, an algorithm of optimum linear data fusion for independent DOA estimation is proposed. Simulation results show that the proposed fusion method im-proves the accuracy of DOA estimation via vector hydrophone array with smaller fluctuation of the estimation covari-ance following target bearing.
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