Bi-Qiang Mu

29 papers Journal 22Unranked 7
YearRankTypeTitle / Venue / Authors
2022 J jnl
An Efficient Implementation for Spatial-Temporal Gaussian Process Regression and Its Applications.
CoRR
Junpeng Zhang, Yue Ju, Bi-Qiang Mu, Renxin Zhong, Tianshi Chen
2022 J jnl
Asymptotic Theory for Regularized System Identification Part I: Empirical Bayes Hyper-parameter Estimator.
CoRR
Yue Ju, Bi-Qiang Mu, Lennart Ljung, Tianshi Chen
2022 J jnl
Persistence of excitation for identifying switched linear systems.
Autom.
Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai
2021 J jnl
Identification of Switched Linear Systems: Persistence of Excitation and Numerical Algorithms.
CoRR
Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai
2021 — conf
On Asymptotic Distribution of Generalized Cross Validation Hyper-parameter Estimator for Regularized System Identification
CDC
Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung
2021 J jnl
Tutorial on Asymptotic Properties of Regularized Least Squares Estimator for Finite Impulse Response Model.
CoRR
Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung
2020 J jnl
A shift in paradigm for system identification.
Int. J. Control
Lennart Ljung, Tianshi Chen, Bi-Qiang Mu
2020 J jnl
On Effects of Condition Number of Regression Matrix upon Hyper-parameter Estimators for Kernel-based Regularization Methods.
CoRR
Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung
2020 — conf
On the Influence of Ill-conditioned Regression Matrix on Hyper-parameter Estimators for Kernel-based Regularization Methods.
CDC
Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung
2018 — conf
Asymptotic Properties of Hyperparameter Estimators by Using Cross-Validations for Regularized System Identification.
CDC
Bi-Qiang Mu, Tianshi Chen, Lennart Ljung
2018 J jnl
On asymptotic properties of hyperparameter estimators for kernel-based regularization methods.
Autom.
Bi-Qiang Mu, Tianshi Chen, Lennart Ljung
2018 J jnl
On input design for regularized LTI system identification: Power-constrained input.
Autom.
Bi-Qiang Mu, Tianshi Chen
2017 J jnl
A globally consistent nonlinear least squares estimator for identification of nonlinear rational systems.
Autom.
Bi-Qiang Mu, Er-Wei Bai, Wei Xing Zheng, Quanmin Zhu
2017 J jnl
Decision-Based System Identification and Adaptive Resource Allocation.
IEEE Trans. Autom. Control.
Jin Guo, Bi-Qiang Mu, Le Yi Wang, George Yin, Lijian Xu
2017 J jnl
On Asymptotic Properties of Hyperparameter Estimators for Kernel-based Regularization Methods.
CoRR
Bi-Qiang Mu, Tianshi Chen, Lennart Ljung
2017 J jnl
On Input Design for Regularized LTI System Identification: Power-constrained Input.
CoRR
Bi-Qiang Mu, Tianshi Chen
2017 — conf
On the input design for kernel-based regularized LTI system identification: Power-constrained inputs.
CDC
Bi-Qiang Mu, Tianshi Chen, Lennart Ljung
2017 J jnl
Recursive Identification of Hammerstein Systems: Convergence Rate and Asymptotic Normality.
IEEE Trans. Autom. Control.
Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, George Yin, Wei Xing Zheng
2017 J jnl
Variable Selection and Identification of High-Dimensional Nonparametric Additive Nonlinear Systems.
IEEE Trans. Autom. Control.
Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai
2016 — conf
Consistent variable selection for high-dimensional nonparametric additive nonlinear systems.
CDC
Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai
2015 J jnl
Identification of linear continuous-time systems under irregular and random output sampling.
Autom.
Bi-Qiang Mu, Jin Guo, Le Yi Wang, Gang George Yin, Lijian Xu, Wei Xing Zheng
2015 J jnl
Recursive Identification of Multi-Input Multi-Output Errors-in-Variables Hammerstein Systems.
IEEE Trans. Autom. Control.
Bi-Qiang Mu, Han-Fu Chen
2015 — conf
Structure analysis of matrix fraction descriptions for LTI Systems.
CDC
Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, George Yin
2014 J jnl
Characterization and Identification of Matrix Fraction Descriptions for LTI Systems.
SIAM J. Control. Optim.
Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, Gang George Yin
2014 — conf
Decision-based system identification and adaptive resource allocation.
CDC
Jin Guo, Bi-Qiang Mu, Le Yi Wang, Gang George Yin, Lijian Xu
2014 J jnl
Recursive identification of errors-in-variables Wiener-Hammerstein systems.
Eur. J. Control
Bi-Qiang Mu, Han-Fu Chen
2013 J jnl
Recursive Identification of MIMO Wiener Systems.
IEEE Trans. Autom. Control.
Bi-Qiang Mu, Han-Fu Chen
2013 J jnl
Recursive identification of errors-in-variables Wiener systems.
Autom.
Bi-Qiang Mu, Han-Fu Chen
2012 J jnl
Recursive Identification of Wiener-Hammerstein Systems.
SIAM J. Control. Optim.
Bi-Qiang Mu, Han-Fu Chen