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Genetic algorithm based MVDR beam formation for adaptive nulling

机译:基于遗传算法的MVDR波束形成自适应调零

摘要

Minimum Variance Distortionless Response (MVDR) beam former is a spectral estimation technique where the power of signal in desired direction is maintained and the variance (power) in unwanted direction is minimized. MVDR beam former is generally used in adaptive arrays for adaptive nulling of jammerhterference. Genemlly in adaptive arrays QR decomposition is used for least square minimization of error, as it has less computational complexity and very fast convergence rate [I]. In this paper we propose, the application of genetic algorithm concepts for (GA) €or least square minimization in adaptive arrays. We show that the proposed algorithm is very efficient computationally compared to other algorithms available. The proposcd algorithm based only on binary operations.
机译:最小方差无失真响应(MVDR)波束形成器是一种频谱估计技术,其中,可以保持所需方向上的信号功率,并使不想要方向上的方差(功率)最小化。 MVDR波束形成器通常用于自适应阵列中,以实现干扰干扰的自适应置零。通常在自适应阵列中,QR分解用于误差的最小二乘最小化,因为它具有较少的计算复杂度和非常快的收敛速度[I]。在本文中,我们提出遗传算法概念在自适应阵列中的应用(GA)或最小二乘最小化。我们表明,与其他可用算法相比,该算法在计算上非常有效。 proposcd算法仅基于二进制运算。

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