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A New Method of Adaptive Time Delay Estimation in Impulsive Noise Environments
脉冲噪声环境下的自适应时间延迟估计新方法

Keywords: Signal processing,Impulsive noise,a -stable distribution,Parameter estimation,Time delay estimation
信号处理
,脉冲噪声,α稳定分布,参数估计,时间延迟

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Abstract:

The Adaptive Fractional Lower order Covariance (AFLC) time delay estimation method performs robust under impulsive noise environments, but the values of parameters a and b have effects on estimated precision. According to the non-stationary property of noises, this paper proposes a dynamic parameter estimation method and further proposes a Modified Adaptive Fractional Lower order Covariance (M-AFLC) method. Computer simulation indicates that the iterative parameter estimation method performs well under both stationary and non-stationary noise conditions. It also shows that the M-AFLC maintains the merits of the AFLC, and at the same time the proposed method avoids the degradation of AFLC while the restriction unsatisfied.

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