Dezhong Peng
彭德中
Address:
Machine Intelligence Laboratory
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);
M.E. degree (2001) in computer science and engineering, University of Electronic Science and Technology of China (UESTC);
Associate 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] Dezhong Peng, Z. Yi, Y. Xiang, and H. Zhang, A Globally Convergent MCA Algorithm with an Adaptive Learning Rate, IEEE Transactions on Neural Networks, accepted. |
[2] 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, accepted. |
[3] 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, 2011, 60(5):2410-2415. |
[4] 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, 2011, 13(1):2-13. |
[5] 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, 2010, 58(8):4026-4039. |
[6] Dezhong Peng and Y. Xiang, Underdetermined Blind Source Separation Based on Relaxed Sparsity Condition of Sources, IEEE Transactions on Signal Processing, 2009, 57(2):809-814. |
[7] Dezhong Peng and Z. Yi, Dynamics of Generalized PCA and MCA Learning Algorithms, IEEE Transactions on Neural Networks, 2007, 18(6):1777-1784. |
[8] Dezhong Peng, Z. Yi and W. Luo, Convergence Analysis of a Simple Minor Component Analysis Algorithm, Neural Networks, 2007, 20(7):842-850. |
[9] Dezhong Peng and Z. Yi, A Modified Oja-Xu MCA Learning Algorithm and Its Convergence Analysis, IEEE Transactions on Circuits and Systems II, 2007, 54(4):348-352. |
|
