Modeling the Interior Response of Real Loudspeakers with Finite Measurements

Loudspeaker array design for spatial soundfield reproduction is a popular research topic with a plethora of past work and potential applications. In soundfiled theory, reproduction algorithms are often developed assuming arrays of ideal point sources. However in practice, the directional characteristics of commercial loudspeakers are far from that of ideal point sources. Therefore, in order to successfully realize existing theoretical solutions for soundfield reproduction, it is crucial to understand and model the incident response of commercial loudspeakers used in the reproduction system as observed over the target region of reproduction. In this paper, we present initial work on formulating such a theoretical model, using a set of limited measurements in the reproduction region. A successful model shall enable the prediction of the loudspeaker's incident field away from the measurement points. This feature of the model is validated using extra measurements away from the initial ones.

[1]  M A Poletti,et al.  Interior and exterior sound field control using two dimensional higher-order variable-directivity sources. , 2012, The Journal of the Acoustical Society of America.

[2]  K. Lange,et al.  Coordinate descent algorithms for lasso penalized regression , 2008, 0803.3876.

[3]  D. Owen Handbook of Mathematical Functions with Formulas , 1965 .

[4]  Prasanga N. Samarasinghe,et al.  3D soundfield reproduction using higher order loudspeakers , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[5]  Rodney G. Vaughan,et al.  Comparison of Loudspeaker Placement Methods for Sound Field Reproduction , 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

[6]  Prasanga N. Samarasinghe,et al.  Loudspeaker 3D Directivity Estimation with First Order Microphone Measurements on a 2D Plane , 2017 .

[7]  Prasanga N. Samarasinghe,et al.  3D exterior soundfield capture using pressure and gradient microphone array on 2D plane , 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

[8]  Wen Zhang,et al.  Surround by Sound: A Review of Spatial Audio Recording and Reproduction , 2017 .

[9]  Wen Zhang,et al.  Theory and design of compact hybrid microphone arrays on two-dimensional planes for three-dimensional soundfield analysis. , 2015, The Journal of the Acoustical Society of America.

[10]  Thushara D. Abhayapala,et al.  Reproduction of a plane-wave sound field using an array of loudspeakers , 2001, IEEE Trans. Speech Audio Process..

[11]  Thushara D. Abhayapala,et al.  Theory and design of high order sound field microphones using spherical microphone array , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[12]  Ville Pulkki,et al.  Virtual Sound Source Positioning Using Vector Base Amplitude Panning , 1997 .

[13]  Prasanga N. Samarasinghe,et al.  Performance analysis of a planar microphone array for three dimensional soundfield analysis , 2017, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

[14]  Georgios B. Giannakis,et al.  Sound Field Reproduction using the Lasso , 2010, IEEE Transactions on Audio, Speech, and Language Processing.

[15]  Thushara D. Abhayapala,et al.  Spherical Harmonic Analysis of Wavefields Using Multiple Circular Sensor Arrays , 2010, IEEE Transactions on Audio, Speech, and Language Processing.

[16]  Terence Betlehem,et al.  Theory and design of sound field reproduction in reverberant rooms. , 2005, The Journal of the Acoustical Society of America.

[17]  A. Berkhout,et al.  Acoustic control by wave field synthesis , 1993 .

[18]  Sascha Spors,et al.  A Comparison of Wave Field Synthesis and Higher-Order Ambisonics with Respect to Physical Properties and Spatial Sampling , 2008 .

[19]  Filippo Maria Fazi,et al.  Analysis and control of multi-zone sound field reproduction using modal-domain approach. , 2016, The Journal of the Acoustical Society of America.