Bi-Qiang Mu

According to our database, Bi-Qiang Mu authored at least 26 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

An Efficient Implementation for Spatial-Temporal Gaussian Process Regression and Its Applications.

Junpeng Zhang, Yue Ju, Bi-Qiang Mu, Renxin Zhong, Tianshi Chen

CoRR, 2022

Asymptotic Theory for Regularized System Identification Part I: Empirical Bayes Hyper-parameter Estimator.

Yue Ju, Bi-Qiang Mu, Lennart Ljung, Tianshi Chen

CoRR, 2022

Persistence of excitation for identifying switched linear systems.

Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai

Autom., 2022

2021

Tutorial on Asymptotic Properties of Regularized Least Squares Estimator for Finite Impulse Response Model.

Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung

CoRR, 2021

Identification of Switched Linear Systems: Persistence of Excitation and Numerical Algorithms.

Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai

CoRR, 2021

On Asymptotic Distribution of Generalized Cross Validation Hyper-parameter Estimator for Regularized System Identification^*.

Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

A shift in paradigm for system identification.

Lennart Ljung, Tianshi Chen, Bi-Qiang Mu

Int. J. Control, 2020

On Effects of Condition Number of Regression Matrix upon Hyper-parameter Estimators for Kernel-based Regularization Methods.

Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung

CoRR, 2020

On the Influence of Ill-conditioned Regression Matrix on Hyper-parameter Estimators for Kernel-based Regularization Methods.

Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2018

On asymptotic properties of hyperparameter estimators for kernel-based regularization methods.

Bi-Qiang Mu, Tianshi Chen, Lennart Ljung

Autom., 2018

On input design for regularized LTI system identification: Power-constrained input.

Bi-Qiang Mu, Tianshi Chen

Autom., 2018

Asymptotic Properties of Hyperparameter Estimators by Using Cross-Validations for Regularized System Identification.

Bi-Qiang Mu, Tianshi Chen, Lennart Ljung

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Variable Selection and Identification of High-Dimensional Nonparametric Additive Nonlinear Systems.

Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai

IEEE Trans. Autom. Control., 2017

Recursive Identification of Hammerstein Systems: Convergence Rate and Asymptotic Normality.

Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, George Yin, Wei Xing Zheng

IEEE Trans. Autom. Control., 2017

Decision-Based System Identification and Adaptive Resource Allocation.

Jin Guo, Bi-Qiang Mu, Le Yi Wang, George Yin, Lijian Xu

IEEE Trans. Autom. Control., 2017

A globally consistent nonlinear least squares estimator for identification of nonlinear rational systems.

Bi-Qiang Mu, Er-Wei Bai, Wei Xing Zheng, Quanmin Zhu

Autom., 2017

On the input design for kernel-based regularized LTI system identification: Power-constrained inputs.

Bi-Qiang Mu, Tianshi Chen, Lennart Ljung

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Consistent variable selection for high-dimensional nonparametric additive nonlinear systems.

Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Recursive Identification of Multi-Input Multi-Output Errors-in-Variables Hammerstein Systems.

Bi-Qiang Mu, Han-Fu Chen

IEEE Trans. Autom. Control., 2015

Identification of linear continuous-time systems under irregular and random output sampling.

Bi-Qiang Mu, Jin Guo, Le Yi Wang, Gang George Yin, Lijian Xu, Wei Xing Zheng

Autom., 2015

Structure analysis of matrix fraction descriptions for LTI Systems.

Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, George Yin

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Characterization and Identification of Matrix Fraction Descriptions for LTI Systems.

Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, Gang George Yin

SIAM J. Control. Optim., 2014

Recursive identification of errors-in-variables Wiener-Hammerstein systems.

Bi-Qiang Mu, Han-Fu Chen

Eur. J. Control, 2014

2013

Recursive Identification of MIMO Wiener Systems.

Bi-Qiang Mu, Han-Fu Chen

IEEE Trans. Autom. Control., 2013

Recursive identification of errors-in-variables Wiener systems.

Bi-Qiang Mu, Han-Fu Chen

Autom., 2013

2012

Recursive Identification of Wiener-Hammerstein Systems.

Bi-Qiang Mu, Han-Fu Chen

SIAM J. Control. Optim., 2012