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An improved MODE algorithm for DOA estimation based on UCA

机译:基于UCA的DOA估计改进模式算法

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A high resolution DF algorithm which is suitable for a uniform circular array (UCA) is presented. Here the method is constructed by transforming the UCA from element space to mode space and by reformulating the cost function of ML method to a simple form by means of introducing a new concept of noise manifold matrix which plays a very important role in the practical implementation. Compared with ML method this new algorithm is only a close-form solution rather than a multi-variable optimization one which often becomes useless due to heavy computational burden and local minimum traps. Simulation results strongly verify the high performance of this method.
机译:提出了一种适用于均匀圆形阵列(UCA)的高分辨率DF算法。这里通过从元件空间转换为模式空间来构造该方法,并通过在实际实现中引入新的噪声歧管矩阵的新概念来重构ML方法的成本函数来构建ML方法的成本函数。与ML方法相比,这种新算法仅是闭形形式解决方案而不是多变量优化,由于重量计算负担和局部最小陷阱,通常会变得无用。仿真结果强烈验证了这种方法的高性能。

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