Title :
Isotropic noise modelling for nearfield array processing
Author :
Abhayapala, Thushara D. ; Kennedy, Rodney A. ; Williamson, Robert C.
Author_Institution :
Inst. of Adv. Studies, Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
An exact series representation for a nearfield spherically isotropic noise model is introduced. The methodology uses the spherical harmonics expansion of the wavefield at a sensor to obtain the correlation between two sensors due to the nearfield isotropic noise field. The result is useful in nearfield application of sensor arrays. The proposed noise model can be utilized effectively to apply well established farfield array processing algorithms for nearfield applications. Specifically, any signal processing criterion based on farfield isotropic noise correlation can be reformulated with nearfield noise with this representation. A simple array gain optimization is used to demonstrate the new noise model
Keywords :
array signal processing; correlation methods; harmonics; matrix algebra; noise; optimisation; series (mathematics); array gain optimization; correlation matrix; exact series representation; farfield array processing algorithms; farfield isotropic noise correlation; linear array; nearfield applications; nearfield array processing; nearfield spherically isotropic noise model; sensor arrays; sensor wavefield; signal processing criterion; spherical harmonics expansion; Acoustic noise; Array signal processing; Australia; Design optimization; Gaussian noise; Reverberation; Sensor arrays; Signal processing; Speech; Stochastic resonance;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics, 1999 IEEE Workshop on
Conference_Location :
New Paltz, NY
Print_ISBN :
0-7803-5612-8
DOI :
10.1109/ASPAA.1999.810837