B
Badong Chen
Researcher at Xi'an Jiaotong University
Publications - 442
Citations - 10919
Badong Chen is an academic researcher from Xi'an Jiaotong University. The author has contributed to research in topics: Computer science & Adaptive filter. The author has an hindex of 40, co-authored 370 publications receiving 7778 citations. Previous affiliations of Badong Chen include University of Florida & Southwest Jiaotong University.
Papers
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Journal ArticleDOI
Generalized Correntropy for Robust Adaptive Filtering
TL;DR: A generalized correntropy that adopts the generalized Gaussian density (GGD) function as the kernel, and some important properties are presented, and an adaptive algorithm is derived and shown to be very stable and can achieve zero probability of divergence (POD).
Journal ArticleDOI
Maximum correntropy Kalman filter
TL;DR: In this article, the robust maximum correntropy criterion (MCC) was adopted as the optimality criterion instead of using the minimum mean square error (MMSE) criterion, which is optimal under Gaussian assumption.
Journal ArticleDOI
Quantized Kernel Least Mean Square Algorithm
TL;DR: A quantized kernel least mean square (QKLMS) algorithm is developed, which is based on a simple online vector quantization method, and a lower and upper bound on the theoretical value of the steady-state excess mean square error is established.
Proceedings ArticleDOI
Similarity Learning with Spatial Constraints for Person Re-identification
TL;DR: This work learns a novel similarity function, which consists of multiple sub-similarity measurements with each taking in charge of a subregion, and takes advantage of the recently proposed polynomial feature map to describe the matching within each subregion and inject all the feature maps into a unified framework.
Journal ArticleDOI
Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion
TL;DR: Simulation results agree with the theoretical calculations quite well and establish a fixed-point equation to solve the exact value of the steady-state EMSE of the adaptive filtering under the maximum correntropy criterion.