Junxia Ma - Publications, H-index & Citations

Junxia Ma

jiangnan university

20H指数

78论文数

1.1K被引数

收录论文 18

发表时间

Joint Parameter and State Estimation for Input-Nonlinear State-Space Models With Random Data Missing Based on Kalman Smoothing 基于卡尔曼平滑的输入非线性状态空间模型在随机数据缺失情况下的联合参数和状态估计

OPTIMAL CONTROL APPLICATIONS & METHODS

IF1.5

2025-12-01

PREAI

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

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

Expectation-maximization algorithm for bilinear state-space models with time-varying delays under non-Gaussian noise 非高斯噪声下时变时滞双线性状态空间模型的最大期望算法

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

IF3.8

2023-07-12

PREAI

Wang, Xinyue; Ma, Junxia; Xiong, Weili

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

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

Variational Bayesian identification for bilinear state space models with Markov-switching time delays 具有马尔可夫切换时滞的双线性状态空间模型的变分贝叶斯辨识

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

IF3.2

2020-09-09

PREAI

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

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

Smart Soft Sensor Design with Hierarchical Sampling Strategy of Ensemble Gaussian Process Regression for Fermentation Processes 基于集成高斯过程回归分层采样策略的发酵过程智能软传感器设计

SENSORS

IF3.5

2020-03-31

OAAI

Sheng, Xiaochen; Ma, Junxia; Xiong, Weili

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

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

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

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

Robust identification of Wiener time-delay system with expectation-maximization algorithm 基于期望最大化算法的Wiener时滞系统鲁棒辨识

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

IF3.7

2017-09-01

PREAI

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

Identification methods for time-delay systems based on the redundant rules 基于冗余规则的时滞系统辨识方法

SIGNAL PROCESSING

IF3.6

2017-08-01

PREAI

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

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

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

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

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

研究方向