Commenced in January 2007
Paper Count: 30184
Nonlinear Acoustic Echo Cancellation Using Volterra Filtering with a Variable Step-Size GS-PAP Algorithm
Abstract:In this paper, a nonlinear acoustic echo cancellation (AEC) system is proposed, whereby 3rd order Volterra filtering is utilized along with a variable step-size Gauss-Seidel pseudo affine projection (VSSGS-PAP) algorithm. In particular, the proposed nonlinear AEC system is developed by considering a double-talk situation with near-end signal variation. Simulation results demonstrate that the proposed approach yields better nonlinear AEC performance than conventional approaches.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1080612Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1421
 S. Haykin, Adaptive filter theory, Prentice-Hall Information and System Sciences. Englewood Cliffs, NJ: Prentice-Hall, 1986.
 V. Pahor and A. Carini, "A Variable step-size control of adaptation for acoustic echo cancellation filters," European Transactions on Telecommunications, vol. 13, no. 2, pp. 85-93, Mar.-Apr. 2002.
 K. Oseki and T. Umeda, "An adaptive algorithm using an orthogonal projection to an affine subspace and its properties," Electronics and Communications in Japan, vol. 67-A, no. 5, pp. 19-27, 1984.
 S.L. Gray and S. Tavathia, "The fast affine projection algorithm," Proc. of ICASSP1995, Detroit (MI), vol. 5, pp. 3023-3026, May 1995.
 F. Albu and A. Fagan, "The Gauss-Seidel pseudo affine projection algorithm and its application for echo cancellation," Proc. of Asilomar Conf., Asilomar Grove, CA, U.S.A, pp. 1303-1306, Nov. 2003.
 H.C. Shin, A.H. Sayed and W.J. Song, "Variable step-size NLMS and affine projection algorithms," IEEE Signal Processing Lett., vol. 11, no. 2, pp. 132-135, Feb. 2004.
 J. Lee, Y.C. Park, and D.H. Youn, "Robust pseudo affine projection algorithm with variable step-size," IEE Electronics Lett., vol. 44, no. 3, pp. 250-251, Jan. 2008.
 C. Paleologu, J. Benesty, and S. Ciochina, "A variable step-size affine projection algorithm designed for acoustic echo cancellation," IEEE Trans. on Audio, Speech, Language Processing, vol. 16, no. 8, pp. 1466-1478, Nov. 2008.
 F. Albu and C. Paleologu, "The variable step-size Gauss-Seidel pseudo affine projection algorithm," Proc. of WASET, vol. 37, pp. 642-645, Jan. 2009.
 V.J. Mathews and G.L. Sicuranza, Polynomial Signal Processing, John Wiley & Sons, Inc., 2000.
 A. Borys, Nonlinear Aspects of Telecommunications: Discrete Volterra Series and Nonlinear Echo Cancellation, CRC Press LLC, 2001.
 A. Guerin, G. Faucon, and R.L. Bouquin-Jeannes, "Nonlinear acoustic echo cancellation based on Volterra filters,'' IEEE Trans. Speech and Audio Processing, vol. 11, no. 6, pp. 672-683, Nov. 2003.
 K.Y. Ahn, D.H. Kim, and S.W. Nam, "Nonlinear echo cancellation using an expanded correlation LMS algorithm," Proc. of ISCAS 2005, vol. 4, pp. 3371-3374, May 2005.
 A. Fermo, A. Carini, and G.L. Sicuranza, "Analysis of different low complexity nonlinear filters for acoustic echo cancellation," J. of Computing and Information Technology, vol. 8, no. 4, pp. 333-339, Dec. 2000.
 A. Fermo, A. Carini and G.L. Sicuranza, "Low complexity nonlinear adaptive filters for acoustic echo cancellation in GSM hand-set receivers," European Trans. on Telecommunications, vol. 14, no. 2, pp. 161-169, Mar./Apr. 2003.