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Persistence of excitation for identifying switched linear systems 期刊论文
AUTOMATICA, 2022, 卷号: 137, 页码: 7
Authors:  Mu, Biqiang;  Chen, Tianshi;  Cheng, Changming;  Bai, Er-wei
Favorite  |  View/Download：17/0  |  Submit date：2023/02/07
Switched linear systems  Persistence of excitation  
A shift in paradigm for system identification 期刊论文
INTERNATIONAL JOURNAL OF CONTROL, 2020, 卷号: 93, 期号: 2, 页码: 173-180
Authors:  Ljung, Lennart;  Chen, Tianshi;  Mu, Biqiang
Favorite  |  View/Download：90/0  |  Submit date：2020/05/24
System identification  linear regressions  bias-variance tradeoff  regularisation  kernel methods  
On input design for regularized LTI system identification: Power-constrained input 期刊论文
AUTOMATICA, 2018, 卷号: 97, 页码: 327-338
Authors:  Mu, Biqiang;  Chen, Tianshi
Favorite  |  View/Download：240/0  |  Submit date：2018/11/16
Input design  Bayesian mean square error  Kernel-based regularization  LTI system identification  Convex optimization