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- W4367016312 abstract "This paper presents a novel subband adaptive filter (SAF) based on the maximum correntropy criterion (MCC) with correntropy-induced matric (CIM) penalty for sparse system, which is called CIM-MCCSAF. The CIM-MCCSAF is obtained by incorporating the correntropy-induced matric penalty into MCCSAF. It outperforms MCCSAF in sparse system identification. While occurring the impulsive interfere, the step size of CIM-MCCSAF is sharply dropped. Thereby, the CIM-MCCSAF has good robustness. However, the CIM-MCCSAF still have a tradeoff between steady-state error and the converging speed. Therefore, we proposes a band-dependent variable kernel width CIM-MCCSAF (VKW-CIM-MCCSAF) algorithm where the kernel width is obtained by maximizing the subband scale function. Finally, simulations verify the merit of the VKW-CIM-MCCSAF and CIM-MCCSAF." @default.
- W4367016312 created "2023-04-27" @default.
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- W4367016312 date "2023-02-24" @default.
- W4367016312 modified "2023-10-18" @default.
- W4367016312 title "The normalized subband adaptive filter under variable kernel width maximum correntropy criterion for sparse system" @default.
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- W4367016312 doi "https://doi.org/10.1109/nnice58320.2023.10105770" @default.
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