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Bi-Qiang Mu
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2020 – today
- 2022
- [j15]Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai:
Persistence of excitation for identifying switched linear systems. Autom. 137: 110142 (2022) - [i7]Yue Ju, Bi-Qiang Mu, Lennart Ljung, Tianshi Chen:
Asymptotic Theory for Regularized System Identification Part I: Empirical Bayes Hyper-parameter Estimator. CoRR abs/2209.12231 (2022) - [i6]Junpeng Zhang, Yue Ju, Bi-Qiang Mu, Renxin Zhong, Tianshi Chen:
An Efficient Implementation for Spatial-Temporal Gaussian Process Regression and Its Applications. CoRR abs/2209.12565 (2022) - 2021
- [c7]Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung:
On Asymptotic Distribution of Generalized Cross Validation Hyper-parameter Estimator for Regularized System Identification*. CDC 2021: 1598-1602 - [i5]Bi-Qiang Mu, Tianshi Chen, Changming Cheng, Er-Wei Bai:
Identification of Switched Linear Systems: Persistence of Excitation and Numerical Algorithms. CoRR abs/2112.02802 (2021) - [i4]Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung:
Tutorial on Asymptotic Properties of Regularized Least Squares Estimator for Finite Impulse Response Model. CoRR abs/2112.10319 (2021) - 2020
- [j14]Lennart Ljung, Tianshi Chen, Bi-Qiang Mu:
A shift in paradigm for system identification. Int. J. Control 93(2): 173-180 (2020) - [c6]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: 300-305 - [i3]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 abs/2003.13435 (2020)
2010 – 2019
- 2018
- [j13]Bi-Qiang Mu, Tianshi Chen, Lennart Ljung:
On asymptotic properties of hyperparameter estimators for kernel-based regularization methods. Autom. 94: 381-395 (2018) - [j12]Bi-Qiang Mu, Tianshi Chen:
On input design for regularized LTI system identification: Power-constrained input. Autom. 97: 327-338 (2018) - [c5]Bi-Qiang Mu, Tianshi Chen, Lennart Ljung:
Asymptotic Properties of Hyperparameter Estimators by Using Cross-Validations for Regularized System Identification. CDC 2018: 644-649 - 2017
- [j11]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: 322-335 (2017) - [j10]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): 2166-2179 (2017) - [j9]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): 2254-2269 (2017) - [j8]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): 3277-3292 (2017) - [c4]Bi-Qiang Mu, Tianshi Chen, Lennart Ljung:
On the input design for kernel-based regularized LTI system identification: Power-constrained inputs. CDC 2017: 5262-5267 - [i2]Bi-Qiang Mu, Tianshi Chen, Lennart Ljung:
On Asymptotic Properties of Hyperparameter Estimators for Kernel-based Regularization Methods. CoRR abs/1707.00407 (2017) - [i1]Bi-Qiang Mu, Tianshi Chen:
On Input Design for Regularized LTI System Identification: Power-constrained Input. CoRR abs/1708.05539 (2017) - 2016
- [c3]Bi-Qiang Mu, Wei Xing Zheng, Er-Wei Bai:
Consistent variable selection for high-dimensional nonparametric additive nonlinear systems. CDC 2016: 3066-3071 - 2015
- [j7]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: 100-114 (2015) - [j6]Bi-Qiang Mu, Han-Fu Chen:
Recursive Identification of Multi-Input Multi-Output Errors-in-Variables Hammerstein Systems. IEEE Trans. Autom. Control. 60(3): 843-849 (2015) - [c2]Bi-Qiang Mu, Han-Fu Chen, Le Yi Wang, George Yin:
Structure analysis of matrix fraction descriptions for LTI Systems. CDC 2015: 2083-2089 - 2014
- [j5]Bi-Qiang Mu, Han-Fu Chen:
Recursive identification of errors-in-variables Wiener-Hammerstein systems. Eur. J. Control 20(1): 14-23 (2014) - [j4]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): 3694-3721 (2014) - [c1]Jin Guo, Bi-Qiang Mu, Le Yi Wang, Gang George Yin, Lijian Xu:
Decision-based system identification and adaptive resource allocation. CDC 2014: 340-345 - 2013
- [j3]Bi-Qiang Mu, Han-Fu Chen:
Recursive identification of errors-in-variables Wiener systems. Autom. 49(9): 2744-2753 (2013) - [j2]Bi-Qiang Mu, Han-Fu Chen:
Recursive Identification of MIMO Wiener Systems. IEEE Trans. Autom. Control. 58(3): 802-808 (2013) - 2012
- [j1]Bi-Qiang Mu, Han-Fu Chen:
Recursive Identification of Wiener-Hammerstein Systems. SIAM J. Control. Optim. 50(5): 2621-2658 (2012)
Coauthor Index
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last updated on 2023-09-27 22:39 CEST by the dblp team
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