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Volume 27 Issue 5
May  2005
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Sun Yong-mei, Qiu Tian-shuang. A New Method of Adaptive Time Delay Estimation in Impulsive Noise Environments[J]. Journal of Electronics & Information Technology, 2005, 27(5): 740-744.
Citation: Sun Yong-mei, Qiu Tian-shuang. A New Method of Adaptive Time Delay Estimation in Impulsive Noise Environments[J]. Journal of Electronics & Information Technology, 2005, 27(5): 740-744.

A New Method of Adaptive Time Delay Estimation in Impulsive Noise Environments

  • Received Date: 2003-12-17
  • Rev Recd Date: 2004-11-15
  • Publish Date: 2005-05-19
  • 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 stationaiy 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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  • Shao M, Nikias C L. Signal processing with fractional lower order moments: stable processes and their applications[J].Proc.IEEE.1993, 81(7):986-[2]Kuruoglu E E. Signal processing in -stable noise environments: a least lp-norm approach[D]. Signal Processing and Communications Laboratory, Department of Engineering, University of Cambrige, Nov. 1998.[3]Ma X, Nikias C L. Joint estimation of time delay and frequency delay in impulsive noise using fractional lower order statistics[J].IEEE Trans. on Signal Processing.1996, 44(11):2669-[4]Qiu T S, Wang H Y, Li X B, et al.. An AFLC algorithm for latency change estimation of EP under alpha-stable noise conditions[C]. IEEE-EMBC, Cancun, 2003:2635 - 2638.[5]Tsihrintzis G A, Nikias C L. Fast estimation of the parameters of alpha-stable impulsive interference[J].IEEE Trans. on Signal Processing.1996, 44(6):1492-[6]Ma X, Nikias C L. Parameter estimation and blind channel identification in impulsive signal enviornments[J].IEEE Trans.on Signal Processing.1995, 43(11 ):2884-
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