Optimal design of loudspeaker arrays for robust cross-talk cancellation using the Taguchi method and the genetic algorithm.

An optimal design technique of loudspeaker arrays for cross-talk cancellation with application in three-dimensional audio is presented. An array focusing scheme is presented on the basis of the inverse propagation that relates the transducers to a set of chosen control points. Tikhonov regularization is employed in designing the inverse cancellation filters. An extensive analysis is conducted to explore the cancellation performance and robustness issues. To best compromise the performance and robustness of the cross-talk cancellation system, optimal configurations are obtained with the aid of the Taguchi method and the genetic algorithm (GA). The proposed systems are further justified by physical as well as subjective experiments. The results reveal that large number of loudspeakers, closely spaced configuration, and optimal control point design all contribute to the robustness of cross-talk cancellation systems (CCS) against head misalignment.

[1]  Alan D. Blumlein,et al.  British Patent Specification 394,325 (Improvements in and relating to Sound-transmission, Sound-recording and Sound-reproducing Systems) , 1958 .

[2]  John H. Holland,et al.  Outline for a Logical Theory of Adaptive Systems , 1962, JACM.

[3]  Hartmut Neven,et al.  Signal Processing, Acoustics, and Psychoacoustics for High Quality Desktop Audio , 1998, J. Vis. Commun. Image Represent..

[4]  Per Christian Hansen,et al.  Sound source reconstruction using inverse boundary element calculations. , 2003, The Journal of the Acoustical Society of America.

[5]  Chris Kyriakakis Fundamental and technological limitations of immersive audio systems , 1998 .

[6]  A. W. M. van den Enden,et al.  Discrete Time Signal Processing , 1989 .

[7]  Gary W. Elko,et al.  Effect of loudspeaker position on the robustness of acoustic crosstalk cancellation , 1999, IEEE Signal Processing Letters.

[8]  P A Nelson,et al.  Robustness to head misalignment of virtual sound imaging systems. , 2001, The Journal of the Acoustical Society of America.

[9]  Hareo Hamada,et al.  Fast deconvolution of multichannel systems using regularization , 1998, IEEE Trans. Speech Audio Process..

[10]  C. Ireland Fundamental concepts in the design of experiments , 1964 .

[11]  Gary W. Elko,et al.  Optimum loudspeaker spacing for robust crosstalk cancellation , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

[12]  Benjamin B. Bauer,et al.  Stereophonic Earphones and Binaural Loudspeakers , 1961 .

[13]  Philip A. Nelson,et al.  Optimal source distribution for binaural synthesis over loudspeakers. , 2002 .

[14]  Duane H. Cooper,et al.  Prospects for Transaural Recording , 1989 .

[15]  Jerry Bauck,et al.  Generalized transaural stereo and applications , 1996 .

[16]  Duane H. Cooper,et al.  Calculator Program for Head-Related Transfer Function , 1982 .

[17]  Manfred R. Schroeder,et al.  Computer simulation of sound transmission in rooms , 1963 .

[18]  J L Thomas,et al.  Time reversal and the inverse filter. , 2000, The Journal of the Acoustical Society of America.