A linear operator for the computation of soundfield maps

In the process of soundfield imaging, as defined in the literature, a microphone array is subdivided into overlapping sub-arrays and soundfield images are obtained by juxtaposition of spatial spectra computed from individual subarray data. In this paper we show that the whole process can be conveniently seen as a linear transformation applied to array data. This linear transformation embeds a nonlinear mapping to cast the directional information in a more convenient domain: the ray space. We show by simulations that the proposed formulation is suitable for fast implementation of the soundfield imaging operation, and, more specifically, for the localization of acoustic sources.

[1]  Augusto Sarti,et al.  Deconvolution of plenacoustic images , 2013, 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics.

[2]  Augusto Sarti,et al.  Multiview Soundfield Imaging in the Projective Ray Space , 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

[3]  Augusto Sarti,et al.  A plenacoustic approach to acoustic signal extraction , 2015, 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

[4]  Martin Vetterli,et al.  Applications of short space-time fourier analysis in digital acoustics , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[5]  Augusto Sarti,et al.  Tracking Multiple Acoustic Sources in Reverberant Environments using Regularized Particle Filter , 2007, 2007 15th International Conference on Digital Signal Processing.

[6]  Martin Vetterli,et al.  The plenacoustic function, sampling and reconstruction , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[7]  T. Ajdler,et al.  The Plenacoustic Function and Its Sampling , 2006, IEEE Transactions on Signal Processing.

[8]  Augusto Sarti,et al.  High resolution imaging of acoustic reflections with spherical microphone arrays , 2015, 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

[9]  Augusto Sarti,et al.  Plenacoustic Imaging in the Ray Space , 2012, IWAENC.

[10]  Augusto Sarti,et al.  HIGH RESOLUTION IMAGING OF ACOUSTIC REFLECTIONS WITH SPHERICAL MICROPHONE ARRAY , 2015 .

[11]  Augusto Sarti,et al.  Model-based acoustic rendering based on plane wave decomposition , 2016 .

[12]  Martin Vetterli,et al.  Digital acoustics: processing wave fields in space and time using DSP tools , 2014 .

[13]  Boaz Rafaely,et al.  Acoustic analysis by spherical microphone array processing of room impulse responses. , 2012, The Journal of the Acoustical Society of America.

[14]  Mahmood R. Azimi-Sadjadi,et al.  Wideband DOA estimation algorithms for multiple target detection and tracking using unattended acoustic sensors , 2004, SPIE Defense + Commercial Sensing.

[15]  Bradford N Gover,et al.  Microphone array measurement system for analysis of directional and spatial variations of sound fields. , 2002, The Journal of the Acoustical Society of America.

[16]  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.

[17]  Augusto Sarti,et al.  Fast Tracing of Acoustic Beams and Paths Through Visibility Lookup , 2008, IEEE Transactions on Audio, Speech, and Language Processing.

[18]  Bradford N. Gover Directional Measurement of Airborne Sound Transmission Paths Using a Spherical Microphone Array , 2005 .

[19]  Martin Vetterli,et al.  Space-Time-Frequency Processing of Acoustic Wave Fields: Theory, Algorithms, and Applications , 2010, IEEE Transactions on Signal Processing.

[20]  Augusto Sarti,et al.  Soundfield Imaging in the Ray Space , 2013, IEEE Transactions on Audio, Speech, and Language Processing.

[21]  Petre Stoica,et al.  Spectral Analysis of Signals , 2009 .

[22]  Augusto Sarti,et al.  Estimation of the Radiation Pattern of a Violin During the Performance Using Plenacoustic Methods , 2015 .

[23]  Sharon Gannot,et al.  SPEAKER LOCALIZATION EXPLOITING SPATIAL-TEMPORAL INFORMATION , 2003 .