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Performance analysis of a class of cyclic weighted subspace fitting method of direction estimation for cyclostationary signals

机译:一类循环平稳信号方向估计的循环加权子空间拟合方法的性能分析

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Based on the asymptotic statistic characteristics of cyclic correlation matrices, an analysis of the performance of a class of cyclic weighted subspace fitting of directions estimation for cyclostationary signals is made. The analytic expressions of asymptotic estimation variance are derived, from which many interesting conclusions are drawn, e.g., estimation variance's relationship with the arrival angles of interference - the closer to the signal arrival angle, the smaller the estimation variance; and its relationship with cyclic correlation strength - the stronger, the better the estimation. Finally, the agreement of the results expected by the theory with those of computer simulation is shown.
机译:基于循环相关矩阵的渐近统计特性,分析了一类循环平稳信号方向估计的循环加权子空间拟合的性能。得出渐近估计方差的解析表达式,得出许多有趣的结论,例如估计方差与干扰到达角的关系-信号到达角越近,估计方差越小;信号到达角越近,估计方差越小。及其与循环相关强度的关系-越强,估计越好。最后,显示了理论预期的结果与计算机仿真的结果的一致性。

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