780 citations · 1.6k across the 54 of their papers we have counts for
7 papers · 1 filter
Study of General Robust Subband Adaptive Filtering
Yi Yu, Hongsen He, Rodrigo C. de Lamare +1
In this paper, we propose a general robust subband adaptive filtering (GR-SAF) scheme against impulsive noise by minimizing the mean square deviation under the random-walk model wi…
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck
Kaizhong Zheng, Shujian Yu, Baojuan Li +2
Developing a new diagnostic models based on the underlying biological mechanisms rather than subjective symptoms for psychiatric disorders is an emerging consensus. Recently, machi…
Study of Robust Sparsity-Aware RLS algorithms with Jointly-Optimized Parameters for Impulsive Noise Environments
Y. Yu, L. Lu, Y. Zakharov +2
This paper proposes a unified sparsity-aware robust recursive least-squares RLS (S-RRLS) algorithm for the identification of sparse systems under impulsive noise. The proposed algo…
A survey on active noise control techniques -- Part I: Linear systems
Lu Lu, Kai-Li Yin, Rodrigo C. de Lamare +4
Active noise control (ANC) is an effective way for reducing the noise level in electroacoustic or electromechanical systems. Since its first introduction in 1936, this approach has…
Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals
Yuanhao Li, Badong Chen, Gang Wang +2
The Partial Least Square Regression (PLSR) exhibits admirable competence for predicting continuous variables from inter-correlated brain recordings in the brain-computer interface.…
Asymmetric Correntropy for Robust Adaptive Filtering
Badong Chen, Yuqing Xie, Zhuang Li +2
In recent years, correntropy has been seccessfully applied to robust adaptive filtering to eliminate adverse effects of impulsive noises or outliers. Correntropy is generally defin…
Mean-Square Performance Analysis of Noise-Robust Normalized Subband Adaptive Filter Algorithm
Yi Yu, Haiquan Zhao, Badong Chen +2
This paper studies the statistical models of the noise-robust normalized subband adaptive filter (NR-NSAF) algorithm in the mean and mean square deviation senses involving transien…