Qiao Jie, Zhao Li, Zou Cai-rong. An Accelerated Acoustic Echo Cancellation Algorithm Based on Parallel Subgradient Projection Technique[J]. Journal of Electronics & Information Technology, 2008, 30(5): 1140-1143. doi: 10.3724/SP.J.1146.2007.00739
Citation:
Qiao Jie, Zhao Li, Zou Cai-rong. An Accelerated Acoustic Echo Cancellation Algorithm Based on Parallel Subgradient Projection Technique[J]. Journal of Electronics & Information Technology, 2008, 30(5): 1140-1143. doi: 10.3724/SP.J.1146.2007.00739
Qiao Jie, Zhao Li, Zou Cai-rong. An Accelerated Acoustic Echo Cancellation Algorithm Based on Parallel Subgradient Projection Technique[J]. Journal of Electronics & Information Technology, 2008, 30(5): 1140-1143. doi: 10.3724/SP.J.1146.2007.00739
Citation:
Qiao Jie, Zhao Li, Zou Cai-rong. An Accelerated Acoustic Echo Cancellation Algorithm Based on Parallel Subgradient Projection Technique[J]. Journal of Electronics & Information Technology, 2008, 30(5): 1140-1143. doi: 10.3724/SP.J.1146.2007.00739
An accelerated acoustic echo cancellation algorithm is proposed in this paper based on Parallel Subgradient Projection (PSP) technique. Through the angle optimization strategy, accelerated method optimizes the input signal spaces belong to different states and finds a pair of optimal projection spaces. Then adaptive algorithm can be accelerated by projection onto the pair of optimal half spaces. Experiment indicates the accelerated method possesses more rapid convergence speed than traditional algorithm. Additional, system performance gets promoted no matter evaluated by mean square error or echo path misalignment.
西蒙. 赫金著, 郑宝玉译. 自适应滤波器原理[M]. 第四版. 北京: 电子工业出版社, 2003: 185-188, 292-298, 183-202,278-279.[2]Shin Hyun-Chool, Sayed Ali H, and Song Woo-Jin. Variablestep-size NLMS and affine projection algorithms[J].IEEESignal Processing Letters.2004, 11(2):132-135[3]Isao Yamada, Konstantinos Slavakis, and Kenyu Yamada.An efficient robust adaptive filtering algorithm based onparallel subgradient projection techniques[J].IEEE Trans.on Signal Processing.2002, 50(5):1091-1101[4]Isao Yamada and Masahiro Yukawa. An efficient robuststereophonic acoustic echo canceller based on parallelsubgradient projection techniques[C]. ICSP02, Beijing,China, Aug. 26-30, 2002: 293-296.[5]Masahiro Yukawa, Noriaki Murakoshi, and Isao Yamada.Efficient fast stereo acoustic echo cancellation based onpairwise optimal weight realization technique[J]. EURASIPJournal on Applied Signal Processing, 2006, Article ID 84797:1-15.[6]Allen J B and Berkley D A. Image method for efficientlysimulating small-room acoustics[J]. Acoustical Society ofAmerica.1979, 65(4):943-950