Junxia Ma

Hierarchical identification for multivariate Hammerstein systems by using the modified Kalman filter

Junxia Ma, Weili Xiong, Jing Chen et al. · IET Control Theory and Applications · 2017 · 96 citations

Nonlinear Filtering, Engineering, Hammerstein Model +17

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

X. Wang, Junxia Ma, Weili Xiong · International Journal of Adaptive Control and Signal Processing · 2023 · 78 citations

Expectation‐maximization Algorithm, Engineering, Non‐gaussian Noise +18

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

Junxia Ma, Biao Huang, Feng Ding · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 59 citations

Numerical Analysis, Parameter Estimation, Engineering +18

Filtering-Based Multistage Recursive Identification Algorithm for an Input Nonlinear Output-Error Autoregressive System by Using the Key Term Separation Technique

Junxia Ma, Feng Ding · Circuits Systems and Signal Processing · 2016 · 57 citations

State Estimation, Nonlinear System Identification, Adaptive Filter +6

Layout-Aware Pattern Generation for Maximizing Supply Noise Effects on Critical Paths

Junxia Ma, Jeremy Lee, Mohammad Tehranipoor · 2009 · 56 citations