Xi'an Jiaotong-Liverpool University

Liu QY, Ding F, Xu L and Yang EF. Partially coupled gradient estimation algorithm for multivariable equation-error autoregressive moving average systems using the data filtering technique. IET Control Theory and Applications, vol. 13, no. 5, pp. 642-650, 2019.
Liu QY, Ding F, Wang Y, Wang C and Hayat T. Auxiliary model based recursive generalized least squares identification algorithm for multivariate output-error autoregressive systems using the decomposition technique. Journal of The Franklin Institute, vol. 355, no. 15, pp. 7643-7663, 2018.
Liu QY, Ding F and Yang EF. Parameter estimation algorithm for multivariable controlled autoregressive autoregressive moving average systems. Digital Signal Processing, vol. 83, pp. 323-331, 2018.
Liu QY and Ding F. Auxiliary model-based recursive generalized least squares algorithm for multivariate output-error autoregressive systems using the data filtering. Circuits, Systems, and Signal Processing, vol. 38, no. 2, pp. 590-610, 2019.
Liu QY and Ding F. The data filtering based generalized stochastic gradient parameter estimation algorithms for multivariate output-error autoregressive systems using the auxiliary model. Multidimensional Systems and Signal Processing, vol. 29, no. 4, pp. 1781-1800, 2018.
Liu QY, Ding F, Alsaedi A and Hayat T. Recursive identification methods for multivariate output-error moving average systems using the auxiliary model. International Journal of Control, Automation and Systems, vol. 16, no. 3, pp. 1070-1079, 2018.
Liu QY, Ding F, Zhu QM and Hayat T. Two-stage multi-innovation stochastic gradient algorithm for multivariate output-error ARMA systems based on the auxiliary model. International Journal of Systems Science, vol. 50, no. 15, pp. 2870-2884, 2019.
Liu QY, Ding F, Alsaedi A and Hayat T. Partially-coupled recursive least squares algorithm for multivariate systems based on the model transformation. IEEE Access, vol. 7, pp. 123086-123097, 2019.

Qinyao LiuPH.D.

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