Bi-Qiang Mu

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 20

Top Topics

Regularization Methods

Asymptotic Properties

Top Venues

IEEE Trans. Autom. Control.

Publications

Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai
Persistence of excitation for identifying switched linear systems. Autom. 137 (2022)
Yue Ju, Bi-Qiang Mu, Lennart Ljung, Tianshi Chen
Asymptotic Theory for Regularized System Identification Part I: Empirical Bayes Hyper-parameter Estimator. CoRR (2022)
Junpeng Zhang, Yue Ju, Bi-Qiang Mu, Renxin Zhong, Tianshi Chen
An Efficient Implementation for Spatial-Temporal Gaussian Process Regression and Its Applications. CoRR (2022)
Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai
Identification of Switched Linear Systems: Persistence of Excitation and Numerical Algorithms. CoRR (2021)
Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung
. CDC (2021)
Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung
Tutorial on Asymptotic Properties of Regularized Least Squares Estimator for Finite Impulse Response Model. CoRR (2021)
Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung
On the Influence of Ill-conditioned Regression Matrix on Hyper-parameter Estimators for Kernel-based Regularization Methods. CDC (2020)
Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung
On Effects of Condition Number of Regression Matrix upon Hyper-parameter Estimators for Kernel-based Regularization Methods. CoRR (2020)
Lennart Ljung, Tianshi Chen, Bi-Qiang Mu
A shift in paradigm for system identification. Int. J. Control 93 (2) (2020)
Bi-Qiang Mu, Tianshi Chen, Lennart Ljung
On asymptotic properties of hyperparameter estimators for kernel-based regularization methods. Autom. 94 (2018)
Bi-Qiang Mu, Tianshi Chen
On input design for regularized LTI system identification: Power-constrained input. Autom. 97 (2018)
Bi-Qiang Mu, Tianshi Chen, Lennart Ljung
Asymptotic Properties of Hyperparameter Estimators by Using Cross-Validations for Regularized System Identification. CDC (2018)
Jin Guo, Bi-Qiang Mu, Le Yi Wang, George Yin, Lijian Xu
Decision-Based System Identification and Adaptive Resource Allocation. IEEE Trans. Autom. Control. 62 (5) (2017)
Bi-Qiang Mu, Er-Wei Bai, Wei Xing Zheng, Quanmin Zhu
A globally consistent nonlinear least squares estimator for identification of nonlinear rational systems. Autom. 77 (2017)
Bi-Qiang Mu, Tianshi Chen
On Input Design for Regularized LTI System Identification: Power-constrained Input. CoRR (2017)
Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai
Variable Selection and Identification of High-Dimensional Nonparametric Additive Nonlinear Systems. IEEE Trans. Autom. Control. 62 (5) (2017)
Bi-Qiang Mu, Tianshi Chen, Lennart Ljung
On Asymptotic Properties of Hyperparameter Estimators for Kernel-based Regularization Methods. CoRR (2017)
Bi-Qiang Mu, Tianshi Chen, Lennart Ljung
On the input design for kernel-based regularized LTI system identification: Power-constrained inputs. CDC (2017)
Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, George Yin, Wei Xing Zheng
Recursive Identification of Hammerstein Systems: Convergence Rate and Asymptotic Normality. IEEE Trans. Autom. Control. 62 (7) (2017)
Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai
Consistent variable selection for high-dimensional nonparametric additive nonlinear systems. CDC (2016)
Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, George Yin
Structure analysis of matrix fraction descriptions for LTI Systems. CDC (2015)
Bi-Qiang Mu, Han-Fu Chen
Recursive Identification of Multi-Input Multi-Output Errors-in-Variables Hammerstein Systems. IEEE Trans. Autom. Control. 60 (3) (2015)
Bi-Qiang Mu, Jin Guo, Le Yi Wang, Gang George Yin, Lijian Xu, Wei Xing Zheng
Identification of linear continuous-time systems under irregular and random output sampling. Autom. 60 (2015)
Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, Gang George Yin
Characterization and Identification of Matrix Fraction Descriptions for LTI Systems. SIAM J. Control. Optim. 52 (6) (2014)
Jin Guo, Bi-Qiang Mu, Le Yi Wang, Gang George Yin, Lijian Xu
Decision-based system identification and adaptive resource allocation. CDC (2014)
Bi-Qiang Mu, Han-Fu Chen
Recursive identification of errors-in-variables Wiener-Hammerstein systems. Eur. J. Control 20 (1) (2014)
Bi-Qiang Mu, Han-Fu Chen
Recursive Identification of MIMO Wiener Systems. IEEE Trans. Autom. Control. 58 (3) (2013)
Bi-Qiang Mu, Han-Fu Chen
Recursive identification of errors-in-variables Wiener systems. Autom. 49 (9) (2013)
Bi-Qiang Mu, Han-Fu Chen
Recursive Identification of Wiener-Hammerstein Systems. SIAM J. Control. Optim. 50 (5) (2012)