Junxia Ma - Publications, H-index & Citations

Back

Junxia Ma

jiangnan university

20H-index

78Paper Count

1.1KCitation Count

Published Papers 18

Publication Date

Joint Parameter and State Estimation for Input-Nonlinear State-Space Models With Random Data Missing Based on Kalman Smoothing

OPTIMAL CONTROL APPLICATIONS & METHODS

IF1.5

2025-12-01

PREAI

Ma, Junxia; Zhang, Xuhang; Li, Ronghuan; Xiong, Weili

Save

A sparse low-rank matrix recovery strategy to deal with robust identification for multi-model systems with time-varying delays

SIGNAL PROCESSING

IF3.6

2025-04-01

PREAI

Ma, Junxia; Li, Ronghuan; Ma, Yujie; Chen, Jing

Save

Expectation-maximization algorithm for bilinear state-space models with time-varying delays under non-Gaussian noise

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

IF3.8

2023-07-12

PREAI

Wang, Xinyue; Ma, Junxia; Xiong, Weili

Save

Input Variable Selection and Structure Optimization for LSTM-Based Soft Sensor With a Dual Nonnegative Garrote Approach

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2023-01-01

PREAI

Sui, Lin; Sun, Kai; Ma, Junxia; Wang, Jiayu; Xiong, Weili

Save

Multidirection Gradient Iterative Algorithm: A Unified Framework for Gradient Iterative and Least Squares Algorithms

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2022-12-01

PREAI

Chen, Jing; Ma, Junxia; Gan, Min; Zhu, Quanmin

Save

Variational Bayesian identification for bilinear state space models with Markov-switching time delays

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

IF3.2

2020-09-09

PREAI

Fei, Qiuling; Ma, Junxia; Xiong, Weili; Guo, Fan

Save

Stochastic average gradient algorithm for multirate FIR models with varying time delays using self-organizing maps

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

IF3.8

2020-04-21

PREAI

Chen Jing; Shen Qianyan; Ma Junxia; Liu Yanjun

Save

Smart Soft Sensor Design with Hierarchical Sampling Strategy of Ensemble Gaussian Process Regression for Fermentation Processes

SENSORS

IF3.5

2020-03-31

OAAI

Sheng, Xiaochen; Ma, Junxia; Xiong, Weili

Save

Iterative Identification of Hammerstein Parameter Varying Systems With Parameter Uncertainties Based on the Variational Bayesian Approach

ieee transactions on cybernetics

IF8.7

2020-03-01

PREAI

Ma, Junxia; Huang, Biao; Ding, Feng

Save

A Novel Identification Method for a Class of Closed-Loop Systems Based on Basis Pursuit De-Noising

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Chen, Ying; Liu, Yanjun; Chen, Jing; Ma, Junxia

Save

Sliding Window Iterative Identification of Systems With Asymmetric Preload Nonlinearity Based on the Key Term Separation

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Ma, Junxia; Fei, Qiulin; Xiong, Weili

Save

Expectation maximization estimation for a class of input nonlinear state space systems by using the Kalman smoother

SIGNAL PROCESSING

IF3.6

2018-04-01

PREAI

Ma, Junxia; Wu, Ouyang; Huang, Biao; Ding, Feng

Save

Robust identification of Wiener time-delay system with expectation-maximization algorithm

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

IF3.7

2017-09-01

PREAI

Yang, Xianqiang; Xiong, Weili; Ma, Junxia; Wang, Zeyuan

Save

Identification methods for time-delay systems based on the redundant rules

SIGNAL PROCESSING

IF3.6

2017-08-01

PREAI

Chen, Jing; Ma, Junxia; Liu, Yanjun; Ding, Feng

Save

Combined state and parameter estimation for Hammerstein systems with time delay using the Kalman filtering

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

IF3.8

2017-01-25

OAAI

Ma, Junxia; Ding, Feng; Xiong, Weili; Yang, Erfu

Save

Data filtering based forgetting factor stochastic gradient algorithm for Hammerstein systems with saturation and preload nonlinearities

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

IF3.7

2016-11-01

PREAI

Ma, Junxia; Xiong, Weili; Ding, Feng; Alsaedi, Ahmed; Hayat, Tasawar

Save

Data filtering-based least squares iterative algorithm for Hammerstein nonlinear systems by using the model decomposition

NONLINEAR DYNAMICS

IF6

2015-10-29

OAAI

Ma, Junxia; Ding, Feng; Yang, Erfu

Save

Newton iterative identification for a class of output nonlinear systems with moving average noises

NONLINEAR DYNAMICS

IF6

2013-08-13

PREAI

Ding, Feng; Ma, Junxia; Xiao, Yongsong

Save

Research Directions