Title :
Broadband analysis of a microphone array based road traffic speed estimator
Author :
Lopez-Valcarce, Roberto
Author_Institution :
Dept. de Teona de la Senal y las Comunicaciones, Univ. de Vigo, Spain
Abstract :
Recently, a maximum likelihood estimate has been proposed for road vehicle speed based on two omnidirectional microphones. We undertake a broadband analysis in a stochastic setting in order to expose the effect of input SNR, target speed, bandwidth, and observation time in the SNR at the output of the modified crosscorrelator on which the estimate is based. The use of 1-bit quantized signals, which provides an important hardware simplification, is also considered and seen to result in mild performance degradation.
Keywords :
acoustic signal processing; array signal processing; correlators; maximum likelihood estimation; microphone arrays; quantisation (signal); road vehicles; velocity measurement; SNR; broadband analysis; hardware simplification; maximum likelihood estimate; modified crosscorrelator; observation time; omnidirectional microphone array; quantized signal; road traffic speed estimator; road vehicle speed; stochastic setting; target speed; Bandwidth; Costs; Delay estimation; Hardware; Maximum likelihood estimation; Microphone arrays; Road vehicles; Signal processing; Signal sampling; Stochastic processes;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN :
0-7803-8545-4
DOI :
10.1109/SAM.2004.1503005