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Frequency domain spline adaptive filters - ScienceDirect In order to solve this problem, a frequency domain spline adaptive filter (FDSAF) is proposed in this paper The filtering and adaptive processes in FIR filter are implemented in frequency domain, which transforms convolution in time domain into multiplication in frequency domain
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Robust Frequency Domain Spline Adaptive Filtering Based on the Half . . . In order to attain good robustness to non-Gaussian noises while ensuring a low computational burden, this article proposes a frequency domain spline adaptive filtering algorithm based on the half-quadratic criterion (HQC), named FDSAF-HQC
Nonlinear frequency domain spline prioritization optimization . . . To improve the computational efficiency of the SPOAF-GMCC algorithm, a nonlinear frequency domain SPOAF-GMCC (FDSPOAF-GMCC) algorithm is proposed in this paper The range of learning rates when the proposed FDSPOAF-GMCC algorithm converges is theoretically analyzed
Frequency domain maximum correntropy criterion spline adaptive . . . Frequency domain spline adaptive filtering (FDSAF) can effectively reduce the computational complexity However, the frequency domain spline adaptive filtering is derived by minimising the squared value of the instantaneous error, unable to suppress non-Gaussian impulsive noises
FIR filter weight of FDSAF-MCC under non-Gaussian noise. A filtering algorithm based on frequency domain spline type, frequency domain spline adaptive filters (FDSAF), effectively reducing the computational complexity of the filter
Frequency domain spline adaptive filters - ScienceDirect This paper proposed a frequency-domain SAF (FDSAF), which introduces the FFT and IFFT strategies into the filtering and updating processes of FIR filter in traditional SAF algorithm