Dezhong Peng

彭德中

Address:

Machine Intelligence Laboratory

College of Computer Science

Sichuan University

No. 24 South Section 1, Yihuan Road

Chengdu 610065, P. R. China

Email:dezhongpeng@yahoo.com.cn

 

Biography:

B.Sc. degree (1998) in applied mathematics, University of Electronic Science and Technology of China (UESTC), Chengdu, China;

M.E. degree (2001)  in computer science and engineering, University of Electronic Science and Technology of China (UESTC);

Assistant Lecturer (2001), Lecturer(2003) in the school of Applied Mathematics, University of Electronic Science and Technology of China (UESTC);

PhD degree (2006) in computer science and engineering, University of Electronic Science and Technology of China (UESTC);

Postdoctoral Research Fellow (2007.07-2009.09) at the school of engineering, Deakin University, Melbourne, Australia;

Currently, he is a Professor at Sichuan University, Chengdu, China.

 

Research Interests:

1. Neural networks

2. Signal processing

 

My Selected Publications:

[1]   Y. Xiang, Dezhong Peng, Y. Xiang, and S. Guo, A novel Z-domain precoding method for blind separation of spatially correlated signals, IEEE Transactions on Neural Networks and Learning Systems, vol. 24, no. 1, Jan. 2013, pp. 94-105.
[2]   Dezhong Peng, Z. Yi, Y. Xiang, and H. Zhang, A Globally Convergent MC Algorithm with an Adaptive Learning Rate, IEEE Transactions on Neural Networks and Learning Systems, vol. 23, no. 2, Feb. 2012, pp. 359-365.
[3]   Y. Xiang, I. Natgunanathan, Dezhong Peng, W. Zhou, and S. Yu, A Dual-Channel Time-Spread Echo Method for Audio Watermarking, IEEE Transactions on Information Forensics and Security, vol. 7, no. 2, Apr. 2012, pp. 383-392.
[4]   Dezhong Peng, Y. Xiang, Z. Yi, and S. Yu, CM-based blind equalization of time-varying SIMO-FIR channel with single pulsation estimation, IEEE Transactions on Vehicular Technology, vol. 60, no. 5, Jun. 2011, pp. 2410-2415.
[5]   Y. Xiang, Dezhong Peng, I. Natgunanathan, and W. Zhou, Effective Pseudonoise Sequence and Decoding Function for Imperceptibility and Robustness Enhancement in Time-Spread Echo-Based Audio Watermarking, IEEE Transactions on Multimedia, vol. 13, no. 1, Feb. 2011, pp. 2-13.
[6] Dezhong Peng, Y. Xiang and D. D. Huang, Estimation of Basis Frequencies for Time-Varying SIMO Channels: A Second-Order Method, IEEE Transactions on Signal Processing, vol. 58, no. 8, Aug. 2010, pp. 4026-4039.
[7] Dezhong Peng and Y. Xiang, Underdetermined Blind Source Separation Based on Relaxed Sparsity Condition of Sources, IEEE Transactions on Signal Processing, vol. 57, no. 2, Feb. 2009, pp. 809-814.
[8] Dezhong Peng and Z. Yi, Dynamics of Generalized PCA and MCA Learning Algorithms, IEEE Transactions on Neural Networks, vol. 18, no. 6, Nov. 2007, pp. 1777-1784.
[9] Dezhong Peng and Z. Yi, A Modified Oja-Xu MCA Learning Algorithm and Its Convergence Analysis, IEEE Transactions on Circuits and Systems II, vol. 54, no. 4, Apr. 2007, pp. 348-352.

[10] Dezhong Peng and Z. Yi, Convergence Analysis of a Deterministic Discrete Time System of Feng's MCA Learning Algorithm, IEEE Transactions on Signal Processing, vol. 54, no. 9, Sept. 2006, pp. 3626-3632.