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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.
AbstractKeywordsBiBTeXDOI
Biqiang Mu, Tianshi Chen, Lennart Ljung, "On asymptotic properties of hyperparameter estimators for kernel-based regularization methods", Automatica, 94: 381-395, 2018.
AbstractKeywordsBiBTeXDOI

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.
AbstractKeywordsBiBTeXDOI
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.
AbstractKeywordsBiBTeXDOI
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.
AbstractKeywordsBiBTeXDOI
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.
AbstractKeywordsBiBTeXDOI
2017
Biqiang Mu, Tianshi Chen, Lennart Ljung, "Tuning of Hyperparameters for FIR models - an Asymptotic Theory", IFAC PAPERSONLINE, IFAC Papersonline, 2818-2823, 2017.
AbstractKeywordsBiBTeXDOI
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.
AbstractKeywordsBiBTeXDOI
The publication list is extracted from the DiVA - Academic Archive Online - publishing system. The extraction software is developed by Johan Wiklund.
Biqiang Mu

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