Title :
Microphone position optimization for planar superdirective beamforming
Author :
Kodrasi, Ina ; Rohdenburg, Thomas ; Doclo, Simon
Author_Institution :
Inst. of Phys., Signal Process. Group, Univ. of Oldenburg, Oldenburg, Germany
Abstract :
The performance of a fixed beamformer highly depends on the position of the microphones in the array. In this paper, different heuristic optimisation approaches for arbitrary planar arrays and an exhaustive search approach for structured array geometries are presented to optimise the microphone positions for a superdirective beamformer, aiming at maximizing the mean directivity index for several steering angles of interest. Through the derivation of an upper bound on the achievable performance, it is shown that the proposed approaches generate configurations with a near-optimal performance. In addition, the theoretical results are validated using real measurements, demonstrating the practical usability of the proposed methods.
Keywords :
array signal processing; microphone arrays; optimisation; search problems; exhaustive search approach; fixed beamformer; heuristic optimisation; mean directivity index; microphone array; microphone position optimization; near-optimal performance; planar arrays; planar superdirective beamforming; practical usability; real measurements; steering angles; structured array geometry; Arrays; Geometry; Indexes; Microphones; Noise; Sensors; Speech; directivity index; microphone position; superdirective beamforming;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946340