Skew t Distribution-Based Nonlinear Filter with Asymmetric Measurement Noise Using Variational Bayesian Inference

Computer Modeling in Engineering & Sciences ◽

10.32604/cmes.2021.019027 ◽

2022 ◽

Vol 130 (1) ◽

pp. 1-16

Author(s):

Chen Xu ◽

Yawen Mao ◽

Hongtian Chen ◽

Hongfeng Tao ◽

Fei Liu

Keyword(s):

Bayesian Inference ◽

Nonlinear Filter ◽

Measurement Noise ◽

Variational Bayesian ◽

Variational Bayesian Inference ◽

Download Full-text

Robust adaptive algorithm for nonlinear systems with unknown measurement noise and uncertain parameters by variational Bayesian inference

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.4095 ◽

2018 ◽

Vol 28 (10) ◽

pp. 3475-3500 ◽

Author(s):

Xingkai Yu ◽

Jianxun Li ◽

Jian Xu

Keyword(s):

Bayesian Inference ◽

Nonlinear Systems ◽

Adaptive Algorithm ◽

Measurement Noise ◽

Uncertain Parameters ◽

Variational Bayesian ◽

Variational Bayesian Inference ◽

Robust Adaptive

Download Full-text

Nonlinear filtering in unknown measurement noise and target tracking system by variational Bayesian inference

Aerospace Science and Technology ◽

10.1016/j.ast.2018.08.043 ◽

2019 ◽

Vol 84 ◽

pp. 37-55 ◽

Author(s):

Xingkai Yu ◽

Jianxun Li ◽

Jian Xu

Keyword(s):

Bayesian Inference ◽

Target Tracking ◽

Nonlinear Filtering ◽

Tracking System ◽

Measurement Noise ◽

Variational Bayesian ◽

Variational Bayesian Inference

Download Full-text

Robust filter design for asymmetric measurement noise using variational Bayesian inference

IET Control Theory and Applications ◽

10.1049/iet-cta.2018.6016 ◽

2019 ◽

Vol 13 (11) ◽

pp. 1656-1664

Author(s):

Chen Xu ◽

Shunyi Zhao ◽

Yanjun Ma ◽

Biao Huang ◽

Fei Liu

Keyword(s):

Bayesian Inference ◽

Filter Design ◽

Measurement Noise ◽

Variational Bayesian ◽

Variational Bayesian Inference

Download Full-text

Probabilistic model updating via variational Bayesian inference and adaptive Gaussian process modeling

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.113915 ◽

2021 ◽

Vol 383 ◽

pp. 113915

Author(s):

Pinghe Ni ◽

Jun Li ◽

Hong Hao ◽

Qiang Han ◽

Xiuli Du

Keyword(s):

Bayesian Inference ◽

Gaussian Process ◽

Process Modeling ◽

Probabilistic Model ◽

Model Updating ◽

Variational Bayesian ◽

Variational Bayesian Inference ◽

Gaussian Process Modeling

Download Full-text

Off-grid DOA estimation through variational Bayesian inference in colored noise environment

Digital Signal Processing ◽

10.1016/j.dsp.2021.102967 ◽

2021 ◽

Vol 111 ◽

pp. 102967

Author(s):

Yahao Zhang ◽

Yixin Yang ◽

Long Yang

Keyword(s):

Bayesian Inference ◽

Colored Noise ◽

Doa Estimation ◽

Variational Bayesian ◽

Noise Environment ◽

Variational Bayesian Inference

Download Full-text

Stochastic collapsed variational Bayesian inference for biterm topic model

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727629 ◽

2016 ◽

Author(s):

Narutaka Awaya ◽

Jun Kitazono ◽

Toshiaki Omori ◽

Seiichi Ozawa

Keyword(s):

Bayesian Inference ◽

Topic Model ◽

Variational Bayesian ◽

Variational Bayesian Inference

Download Full-text

Reconstruction-Aware Imaging System Ranking by Use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2018.2880870 ◽

2019 ◽

Vol 38 (5) ◽

pp. 1251-1262 ◽

Author(s):

Yujia Chen ◽

Yang Lou ◽

Kun Wang ◽

Matthew A. Kupinski ◽

Mark A. Anastasio

Keyword(s):

Bayesian Inference ◽

Imaging System ◽

Variational Bayesian ◽

Variational Bayesian Inference

Download Full-text

Variational Bayesian inference for beamforming

The Journal of the Acoustical Society of America ◽

10.1121/10.0007965 ◽

2021 ◽

Vol 150 (4) ◽

pp. A154-A154

Author(s):

Yongsung Park ◽

Florian Meyer ◽

Peter Gerstoft

Keyword(s):

Bayesian Inference ◽

Variational Bayesian ◽

Variational Bayesian Inference

Download Full-text

Variational Bayesian Inference for Multinomial Dirichlet Gaussian Process Classification Model

Advances in Computer Science and Ubiquitous Computing - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-10-0281-6_117 ◽

2015 ◽

pp. 835-842

Author(s):

Wanhyun Cho ◽

Soonja Kang ◽

Sangkyoon Kim ◽

Soonyoung Park

Keyword(s):

Bayesian Inference ◽

Gaussian Process ◽

Classification Model ◽

Variational Bayesian ◽

Variational Bayesian Inference ◽

Process Classification

Download Full-text

Estimation algorithm for system with non‐Gaussian multiplicative/additive noises based on variational Bayesian inference

International Journal of Adaptive Control and Signal Processing ◽

10.1002/acs.2973 ◽

2019 ◽

Vol 33 (4) ◽

pp. 586-608 ◽

Author(s):

Xingkai Yu ◽

Jianxun Li ◽

Jian Xu

Keyword(s):

Bayesian Inference ◽

Estimation Algorithm ◽

Variational Bayesian ◽

Variational Bayesian Inference ◽

Download Full-text