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Education and qualifications (1)

Jiangnan University: Wuxi, Jiangsu, CN

Education
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Junxia Ma

Works (11)

Online identification for output-error models with random time delays based on auxiliary model and recursive expectation maximization algorithm

Digital Signal Processing
2025-03 | Journal article
Contributors: Ronghuan Li; Junxia Ma; Yujie Ma; Weili Xiong
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Input Variable Selection and Structure Optimization for LSTM-Based Soft Sensor With a Dual Nonnegative Garrote Approach

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
Contributors: Lin Sui; Kai Sun; Junxia Ma; Jiayu Wang; Weili Xiong
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Expectation‐maximization algorithm for bilinear state‐space models with time‐varying delays under non‐Gaussian noise

International Journal of Adaptive Control and Signal Processing
2023-10 | Journal article
Contributors: Xinyue Wang; Junxia Ma; Weili Xiong
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Multidirection Gradient Iterative Algorithm: A Unified Framework for Gradient Iterative and Least Squares Algorithms

IEEE Transactions on Automatic Control
2022-12 | Journal article
Contributors: Jing Chen; Junxia Ma; Min Gan; Quanmin Zhu
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A Novel Identification Method for a Class of Closed-Loop Systems Based on Basis Pursuit De-Noising

IEEE Access
2020 | Journal article
Contributors: Ying Chen; Yanjun Liu; Jing Chen; Junxia Ma
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Variational Bayesian identification for bilinear state space models with Markov‐switching time delays

International Journal of Robust and Nonlinear Control
2020-11-25 | Journal article
Contributors: Qiuling Fei; Junxia Ma; Weili Xiong; Fan Guo
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Stochastic average gradient algorithm for multirate FIR models with varying time delays using self‐organizing maps

International Journal of Adaptive Control and Signal Processing
2020-07 | Journal article
Contributors: Jing Chen; Qianyan Shen; Junxia Ma; Yanjun Liu
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Iterative Identification of Hammerstein Parameter Varying Systems With Parameter Uncertainties Based on the Variational Bayesian Approach

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2020-03 | Journal article
Contributors: Junxia Ma; Biao Huang; Feng Ding
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Sliding Window Iterative Identification of Systems With Asymmetric Preload Nonlinearity Based on the Key Term Separation

IEEE Access
2019 | Journal article
Contributors: Junxia Ma; Qiulin Fei; Weili Xiong
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Variational Bayesian Iterative Estimation Algorithm for Linear Difference Equation Systems

Mathematics
2019-11-22 | Journal article
Contributors: Junxia Ma; Qiuling Fei; Fan Guo; Weili Xiong
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Parameter estimation of Markov‐switching Hammerstein systems using the variational Bayesian approach

IET Control Theory & Applications
2019-07 | Journal article
Contributors: Junxia Ma; Biao Huang; Feng Ding
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Crossref