Yanjun Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 28

Top Topics

Parameter Estimation Algorithm

Orthogonal Matching Pursuit

Kalman Filtering

Top Venues

J. Frankl. Inst.

Circuits Syst. Signal Process.

IEEE Trans. Ind. Informatics

Publications

Dan Yang, Yanjun Liu, Feng Ding, Erfu Yang
Hierarchical Gradient-Based Iterative Parameter Estimation Algorithms for a Nonlinear Feedback System Based on the Hierarchical Identification Principle. Circuits Syst. Signal Process. 43 (1) (2024)
Lianyuan Cheng, Jing Chen, Yanjun Liu, Quanmin Zhu
Variable Projection Algorithm for GPS Positioning in Multipath Environments Based on Aitken Acceleration Method. IEEE Trans. Ind. Informatics 20 (4) (2024)
Jing Chen, Yanjun Liu, Min Gan, Quanmin Zhu
Sequential stabilizing spline algorithm for linear systems: Eigenvalue approximation and polishing. Autom. 159 (2024)
Jing Chen, Jie Gao, Yanjun Liu, Cheng Wang, Quanmin Zhu
A Comprehensive Expectation Identification Framework for Multirate Time-Delayed Systems. IEEE Trans. Ind. Informatics 19 (5) (2023)
Jing Chen, Manfeng Hu, Yanjun Liu, Quanmin Zhu
Two Iterative Reweighted Algorithms for Systems Contaminated by Outliers. IEEE Trans. Instrum. Meas. 72 (2023)
Jing Chen, Min Gan, Quanmin Zhu, Pritesh Narayan, Yanjun Liu
Robust Standard Gradient Descent Algorithm for ARX Models Using Aitken Acceleration Technique. IEEE Trans. Cybern. 52 (9) (2022)
Chun Wei, Yanjun Liu, Feng Ding
Multi-innovation gradient estimation algorithms and convergence analysis for feedback nonlinear equation-error moving average systems. J. Frankl. Inst. 359 (17) (2022)
Jing Chen, Dongqing Wang, Yanjun Liu, Quanmin Zhu
Varying Infimum Gradient Descent Algorithm for Agent-Sever Systems Using Different Order Iterative Preconditioning Methods. IEEE Trans. Ind. Informatics 18 (7) (2022)
Shaohua Ding, Yanjun Liu, Jing Chen, Junxia Ma
A Kalman smoother based estimation approach for dynamic adjustment systems with irregularly missing output data. ICPS (2021)
Jing Chen, Qianyan Shen, Yanjun Liu, Lijuan Wan
Expectation maximization identification algorithm for time-delay two-dimensional systems. J. Frankl. Inst. 357 (14) (2020)
Jing Chen, Feng Ding, Quanmin Zhu, Yanjun Liu
Interval Error Correction Auxiliary Model Based Gradient Iterative Algorithms for Multirate ARX Models. IEEE Trans. Autom. Control. 65 (10) (2020)
Ying Chen, Yanjun Liu, Jing Chen, Junxia Ma
A Novel Identification Method for a Class of Closed-Loop Systems Based on Basis Pursuit De-Noising. IEEE Access 8 (2020)
Jing Chen, Quanmin Zhu, Yanjun Liu
Modified Kalman filtering based multi-step-length gradient iterative algorithm for ARX models with random missing outputs. Autom. 118 (2020)
Jing Chen, Yanjun Liu, Feng Ding, Quanmin Zhu
Gradient-Based Particle Filter Algorithm for an ARX Model With Nonlinear Communication Output. IEEE Trans. Syst. Man Cybern. Syst. 50 (6) (2020)
Jing Chen, Biao Huang, Quanmin Zhu, Yanjun Liu, Lun Li
Global convergence of the EM algorithm for ARX models with uncertain communication channels. Syst. Control. Lett. 136 (2020)
Junyao You, Yanjun Liu, Jing Chen, Feng Ding
Iterative identification for multiple-input systems with time-delays based on greedy pursuit and auxiliary model. J. Frankl. Inst. 356 (11) (2019)
Jing Chen, Yong Zhang, Quanmin Zhu, Yanjun Liu
Aitken based modified Kalman filtering stochastic gradient algorithm for dual-rate nonlinear models. J. Frankl. Inst. 356 (8) (2019)
Jing Chen, Feng Ding, Quanmin Zhu, Yanjun Liu
Maximum likelihood based identification methods for rational models. Int. J. Syst. Sci. 50 (14) (2019)
Dongqing Wang, Yaru Yan, Yanjun Liu, Junhang Ding
Model recovery for Hammerstein systems using the hierarchical orthogonal matching pursuit method. J. Comput. Appl. Math. 345 (2019)
Jing Chen, Feng Ding, Yanjun Liu, Quanmin Zhu
Multi-step-length gradient iterative algorithm for equation-error type models. Syst. Control. Lett. 115 (2018)
Jing Chen, Yanjun Liu
Variational Bayesian-Based Iterative Algorithm for ARX Models with Random Missing Outputs. Circuits Syst. Signal Process. 37 (4) (2018)
Junyao You, Yanjun Liu
Iterative Identification for Multivariable Systems with Time-Delays Based on Basis Pursuit De-Noising and Auxiliary Model. Algorithms 11 (11) (2018)
Jing Chen, Yanjun Liu, Xuehai Wang
Recursive Least Squares Algorithm for Nonlinear Dual-rate Systems Using Missing-Output Estimation Model. Circuits Syst. Signal Process. 36 (4) (2017)
Yawen Mao, Feng Ding, Yanjun Liu
Parameter estimation algorithms for Hammerstein time-delay systems based on the orthogonal matching pursuit scheme. IET Signal Process. 11 (3) (2017)
Huan Xu, Yanjun Liu
Matrix decomposition based threshold orthogonal matching pursuit algorithm for parameter and time delay identification of MISO-FIR systems. IECON (2017)
Jing Chen, Juan Li, Yanjun Liu
Gradient iterative algorithm for dual-rate nonlinear systems based on a novel particle filter. J. Frankl. Inst. 354 (11) (2017)
Jing Chen, Junxia Ma, Yanjun Liu, Feng Ding
Identification methods for time-delay systems based on the redundant rules. Signal Process. 137 (2017)
Feifei Wang, Yanjun Liu, Erfu Yang
Least Squares-Based Iterative Identification Methods for Linear-in-Parameters Systems Using the Decomposition Technique. Circuits Syst. Signal Process. 35 (11) (2016)
Yanjun Liu, Taiyang Tao
A CS Recovery Algorithm for Model and Time Delay Identification of MISO-FIR Systems. Algorithms 8 (3) (2015)
Yanjun Liu, Feng Ding, Yang Shi
An efficient hierarchical identification method for general dual-rate sampled-data systems. Autom. 50 (3) (2014)
Yanjun Liu, Rui Ding
Consistency of the extended gradient identification algorithm for multi-input multi-output systems with moving average noises. Int. J. Comput. Math. 90 (9) (2013)
Feng Ding, Yanjun Liu, B. Bao
Gradient-based and least-squares-based iterative estimation algorithms for multi-input multi-output systems. J. Syst. Control. Eng. 226 (1) (2012)
Yanjun Liu, Feng Ding, Yang Shi
Least squares estimation for a class of non-uniformly sampled systems based on the hierarchical identification principle. Circuits Syst. Signal Process. 31 (6) (2012)
Li Xie, Huizhong Yang, Yanjun Liu, Feng Ding
Iterative solutions for general coupled matrix equations with real coefficients. ACC (2011)
Yanjun Liu, Feng Ding, Yang Shi
A new parameter estimation algorithm for non-uniformly multirate sampled-data systems. ACC (2011)
Jie Ding, Yanjun Liu, Feng Ding
. Comput. Math. Appl. 59 (11) (2010)
Yanjun Liu, Li Yu, Feng Ding
Multi-innovation Extended Stochastic Gradient Algorithm and Its Performance Analysis. Circuits Syst. Signal Process. 29 (4) (2010)
Yanjun Liu, Dongqing Wang, Feng Ding
Least squares based iterative algorithms for identifying Box-Jenkins models with finite measurement data. Digit. Signal Process. 20 (5) (2010)
Li Xie, Yanjun Liu, Huizhong Yang
D = F. Appl. Math. Comput. 217 (5) (2010)
Yanjun Liu, Jie Sheng, Ruifeng Ding
Convergence of stochastic gradient estimation algorithm for multivariable ARX-like systems. Comput. Math. Appl. 59 (8) (2010)
Yanjun Liu, Yongsong Xiao, Xueliang Zhao
Multi-innovation stochastic gradient algorithm for multiple-input single-output systems using the auxiliary model. Appl. Math. Comput. 215 (4) (2009)
Yanjun Liu, Feng Ding
Decomposition based least squares estimation algorithm for non-uniformly sampled multirate systems. CDC (2009)
Feng Ding, Yanjun Liu
Hierarchical stochastic gradient parameter estimation algorithms for multivariable systems with colored noises. ACC (2009)
Jie Ding, Yanjun Liu, Feng Ding
Iterative solutions to matrix equations of form. CDC (2009)