Biqiang Mu
Biqiang Mu
Associate Professor
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A shift in paradigm for system identification
L Ljung, T Chen, B Mu
International Journal of Control 93 (2), 173-180, 2020
On Asymptotic Properties of Hyperparameter Estimators for Kernel-based Regularization Methods
B Mu, T Chen, L Ljung
arXiv preprint arXiv:1707.00407, 2017
Accelerated fading recognition for lithium-ion batteries with Nickel-Cobalt-Manganese cathode using quantile regression method
C Zhang, Y Wang, Y Gao, F Wang, B Mu, W Zhang
Applied Energy 256, 113841, 2019
A globally consistent nonlinear least squares estimator for identification of nonlinear rational systems
B Mu, EW Bai, WX Zheng, Q Zhu
Automatica 77, 322-335, 2017
Decentralized electric vehicle charging strategies for reduced load variation and guaranteed charge completion in regional distribution grids
W Zhang, D Zhang, B Mu, LY Wang, Y Bao, J Jiang, H Morais
Energies 10 (2), 147, 2017
Recursive identification of MIMO Wiener systems
BQ Mu, HF Chen
IEEE Transactions on Automatic Control 58 (3), 802-808, 2012
On Input Design for Regularized LTI System Identification: Power-constrained Input
B Mu, T Chen
arXiv preprint arXiv:1708.05539, 2017
Asymptotic properties of generalized cross validation estimators for regularized system identification
B Mu, T Chen, L Ljung
IFAC-PapersOnLine 51 (15), 203-208, 2018
Recursive Identification of Wiener--Hammerstein Systems
BQ Mu, HF Chen
SIAM Journal on Control and Optimization 50 (5), 2621-2658, 2012
Recursive identification of Hammerstein systems: Convergence rate and asymptotic normality
B Mu, HF Chen, G Yin, WX Zheng
IEEE Transactions on Automatic Control 62 (7), 3277-3292, 2016
Recursive identification of multi-input multi-output errors-in-variables Hammerstein systems
BQ Mu, HF Chen
IEEE Transactions on Automatic Control 60 (3), 843-849, 2014
Recursive identification of errors-in-variables Wiener–Hammerstein systems
BQ Mu, HF Chen
European Journal of Control 20 (1), 14-23, 2014
Recursive identification of errors-in-variables Wiener systems
BQ Mu, HF Chen
Automatica 49 (9), 2744-2753, 2013
Flexible grouping for enhanced energy utilization efficiency in battery energy storage systems
W Diao, J Jiang, H Liang, C Zhang, Y Jiang, L Wang, B Mu
Energies 9 (7), 498, 2016
Decision-based system identification and adaptive resource allocation
J Guo, B Mu, G Yin, L Xu
IEEE Transactions on Automatic Control 62 (5), 2166-2179, 2016
Identification of linear continuous-time systems under irregular and random output sampling
B Mu, J Guo, G Yin, L Xu, WX Zheng
Automatica 60, 100-114, 2015
Asymptotic properties of hyperparameter estimators by using cross-validations for regularized system identification
B Mu, T Chen, L Ljung
2018 IEEE Conference on Decision and Control (CDC), 644-649, 2018
Measurement-induced Boolean dynamics and controllability for closed quantum networks
H Qi, B Mu, IR Petersen, G Shi
Automatica 114, 108816, 2020
Hankel matrices for system identification
BQ Mu, HF Chen
Journal of Mathematical Analysis and Applications 409 (1), 494-508, 2014
Tuning of hyperparameters for fir models–an asymptotic theory
B Mu, T Chen, L Ljung
IFAC-PapersOnLine 50 (1), 2818-2823, 2017
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Artículos 1–20