Title :
An improved IPNLMS algorithm for echo cancellation in packet-switched networks
Author :
Cui, Jingjing ; Naylor, Patrick A. ; Brown, David T.
Author_Institution :
Dept. of Electr. & Electron. Eng, Imperial Coll. London, UK
Abstract :
We present an improved adaptive echo cancellation algorithm designed for use with sparse echo path impulse responses such as arise from packet-switched networks. The new approach implicitly segments the impulse response into ´active´ and ´inactive´ regions, and employs different proportionate updating in each region. An efficient partial updating scheme is then formulated for the new algorithm. Evaluation results are presented to compare the new algorithm against three existing methods in terms of convergence and computational complexity. The results show that the new algorithm outperforms the best existing technique and has lower complexity.
Keywords :
adaptive estimation; computational complexity; convergence of numerical methods; echo suppression; least mean squares methods; telephony; transient response; active regions; adaptive echo cancellation; adaptive estimation; computational complexity; improved proportionate normalized LMS algorithm; improved proportionate normalized least mean squares algorithm; inactive regions; packet-switched networks; partial updating; proportionate updating; sparse echo path impulse responses; telephony; Algorithm design and analysis; Computational complexity; Convergence; Echo cancellers; Educational institutions; Encoding; Intelligent networks; Jitter; Propagation delay; Telephony;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326783