Title :
Numerical optimization of non-adaptive microphone arrays
Author :
Goldin, Alexander A.
Author_Institution :
Audio/Video Technol. Group, IBM Sci. & Technol., Haifa, Israel
Abstract :
The paper describes an application of the numerical optimization methods for the design of non-adaptive multisensor arrays. The parameters and the geometry of such arrays do not change with changes in the input signals, and must be chosen in advance, depending on the array application. Generally, the goal of a non-adaptive multisensor array may be numerically expressed through its pattern function which shows the gain for a signal coming from a particular direction in space. The real pattern function depends on the geometry of the array and on the processing which signals from every sensor undergo. The array pattern function is non-linear and it is frequency dependent. The difference between the goal pattern function and the real pattern function is the essence of numerical optimization. The geometry and the processing parameters of the multi-sensor array are optimized to provide the minimum difference over a specified frequency range. Such minimization is a difficult non-linear and multi-parameter problem. Optimization results for several goal functions for multi-microphone arrays are provided and discussed
Keywords :
FIR filters; acoustic signal processing; acoustic transducer arrays; array signal processing; direction-of-arrival estimation; filtering theory; microphones; optimisation; speech processing; FIR filters; array application; array geometry; array parameters; array pattern function; frequency dependent function; frequency range; goal pattern function; input signals; linear sensor array elements; minimization; multimicrophone arrays; multiparameter problem; nonadaptive microphone arrays; nonadaptive multisensor arrays; nonlinear function; nonlinear problem; numerical optimization; real pattern function; signal gain; signal processing; speech signal processing; Array signal processing; Design methodology; Equations; Finite impulse response filter; Frequency; Geometry; Microphone arrays; Paper technology; Sensor arrays; Signal processing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.599686