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eess.SP2025
Generalized Modified Blake-Zisserman Robust Spline Adaptive Filter for Generalized Gaussian Noise
Haiquan Zhao, Bei Xu
The spline adaptive filtering (SAF) algorithm-based information-theoretic learning has exhibited strong convergence performance in nonlinear system identification (NSI), establishi…
eess.SP2025
A Family of Robust Generalized Adaptive Filters and Application for Time-series Prediction
Yi Peng, Haiquan Zhao, Jinhui Hu
The continuous development of new adaptive filters (AFs) based on novel cost functions (CFs) is driven by the demands of various application scenarios and noise environments. Howev…