Faculty Profile

Haiquan Zhao (IEEE Senior Member) was born in Henan Province, China. He received the B.S. degree in applied mathematics in 1998, the M.S. degree and the Ph.D degree in signal and information processing all at Southwest Jiaotong University, Chengdu, China, in 2005 and 2011, respectively. Since August 2012, he was a Professor with the School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China. From 2015 to 2016, as a visiting scholar, he worked at University of Florida, USA. His current research interests include adaptive filtering algorithm, adaptive network, nonlinear active noise control, information theoretical learning,adaptive Volterra filter, Kernel adaptive filter, and nonlinear system identification. At present, he is the author or coauthor of more than 140 international journal papers (SCI indexed), and the owner of 70 invention patents.

Prof. Zhao has served as an active reviewer for several IEEE Transactions, IET series, Signal Processing, and other international journals. And he was a handling editor of Signal Processing ( Top Journal).

Research fields:

• Electrical engineering:

1）Power system frequency adaptive estimation

2)  State analysis of power system 

• Intelligent Signal Processing:

1)Adaptive filtering algorithm, adaptive network, information theoretical learning,adaptive Volterra filter, Kernel adaptive filter, and nonlinear system identification

2)Nonlinear active noise control,

3)Graph adaptive signal processing

Selected Publications:

[1]Haiquan Zhao*,Shibin Gao,Zhengyou He,Xiangping Zeng,Weidong Jin and Tianrui Li.Identification of nonlinear dynamic system using a novel recurrent wavelet neural network-based the pipelined architecture,IEEE Transactions on Industrial Electronics,2014,61(8):4171-4182.

[2]Haiquan Zhao*,Yi Yu,Shibin Gao, Xiangping Zeng and Zhengyou He.Memory Proportionate APA with Individual Activation Factors for Acoustic Echo Cancellation, IEEE/ACM Transactions on Audio, Speech and Language Processing,2014,22(16):1047-1055.
[3]Haiquan Zhao*,Xiangping Zeng and Zhengyou He,Low-complexity nonlinear adaptive filter based on a pipelined bilinear recurrent neural network, IEEE Transactions on Neural Networks,2011,22(9):1494-1507
[4]Haiquan Zhao*,Xiangping Zeng,Jiashu Zhang and Tianrui Li. Nonlinear adaptive equalizer using a pipelined decision feedback recurrent neural network in communication systems, IEEE Transactions on Communications,2010,58(8):2193-2198
[5]Haiquan Zhao*,Jiashu Zhang.Pipelined Chebyshev functional link artificial recurrent neural network for nonlinear adaptive filter,IEEE Transactions on System, Man and Cybernetics-Part B: Regular paper,2010,40(1):162-172