Biqiang Mu: Publications
A complete list of Biqiang Mu's publications can be found in Google Scholar.
Publications at Linköping University
The following list of publications has been generated automatically from the DiVA database, which is used by Linköping University.
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Journal papers
2018
Biqiang Mu, Tianshi Chen,
"On input design for regularized LTI system identification: Power-constrained input",
Automatica,
97:
327-338, 2018.
Biqiang Mu, Tianshi Chen, Lennart Ljung,
"On asymptotic properties of hyperparameter estimators for kernel-based regularization methods",
Automatica,
94:
381-395, 2018.
Conference papers
2018
Biqiang Mu, Tianshi Chen, Lennart Ljung,
"Asymptotic Properties of Hyperparameter Estimators by Using Cross-Validations for Regularized System Identification",
2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC), IEEE Conference on Decision and Control,
644-649, 2018.
Shiying Hong, Biqiang Mu, Feng Yin, Martin S. Andersen, Tianshi Chen,
"Multiple Kernel Based Regularized System Identification with SURE Hyper-parameter Estimator",
18th IFAC Symposium on System Identification (SYSID), Proceedings, IFAC papers online,
13-18, 2018.
Tianshi Chen, Martin S. Andersen, Biqiang Mu, Feng Yin, Lennart Ljung, S. Joe Qin,
"Regularized LTI System Identification with Multiple Regularization Matrix",
18th IFAC Symposium on System Identification (SYSID), Proceedings, IFAC papers online,
180-185, 2018.
Biqiang Mu, Tianshi Chen, Lennart Ljung,
"Asymptotic Properties of Generalized Cross Validation Estimators for Regularized System Identification",
18th IFAC Symposium on System Identification (SYSID), Proceedings, IFAC papers online,
203-208, 2018.
2017
Biqiang Mu, Tianshi Chen, Lennart Ljung,
"Tuning of Hyperparameters for FIR models - an Asymptotic Theory",
IFAC PAPERSONLINE, IFAC Papersonline,
2818-2823, 2017.
Biqiang Mu, Tianshi Chen, Lennart Ljung,
"On the Input Design for Kernel-based Regularized LTI System Identification: Power-constrained Inputs",
2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), IEEE Conference on Decision and Control,
2017.
Postdoc in Automatic Control
- Phone:
- +46 13 28NNNN
- E-mail:
- biqiang.mu_at_liu.se
- Address:
- Dept. of Electrical Engineering
- Linköping University
- SE-581 83 Linköping
- Sweden
- Visiting Address:
- Campus Valla
- Building B
- Room 2A:585
Page responsible: Biqiang Mu
Last updated: 2016-04-26