CHANG Dong-xia, FENG Da-zheng. An Recursive Total Least Mean P-Norm Algorithm Applied in Alpha-Stable Noise Environments[J]. Acta Electronica Sinica, 2003, 31(3): 426-428.
CHANG Dong-xia, FENG Da-zheng. An Recursive Total Least Mean P-Norm Algorithm Applied in Alpha-Stable Noise Environments[J]. Acta Electronica Sinica, 2003, 31(3): 426-428.DOI：
-norm (RTLMP) algorithm is developed to recursively compute the total least
l
p
-norm solution for adaptive finite impulse response(FIR) filters.Due to the existence of the non-Gaussian
α
-stable noise
the performance of signal processing algorithms designed under the Gaussian assumption may degrade seriously.In this paper
a new adaptive algorithm based on the classical power iteration is developed which can minimize the
L
p
norm of the error function.The performance of the algorithm is evaluated via simulations.It is shown that the new algorithm achieves superior convergence rate.
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