Title :
Time frequency signal analysis of ground vehicle acoustic signatures
Author :
Lo, Kam W. ; Ferguson, Brian G.
Author_Institution :
Maritime Operations Div., Defence Sci. & Technol. Organ., Pyrmont, NSW, Australia
Abstract :
The acoustic signatures of various types of ground vehicles are recorded during each vehicle´s transit past a stationary microphone located just above ground level and the acoustic data are analysed using the short time Fourier transform. The spectrogram for each transiting vehicle exhibits a primary set and a secondary set of harmonic lines in the time-frequency domain that can be used for classification purposes. The frequency of each harmonic line varies with time due to the acoustical Doppler effect. The variation with time of the instantaneous frequency of the strongest harmonic line is used to estimate the speed, ground distance at the closest point of approach to the microphone, and engine-firing rate of the vehicle.
Keywords :
Doppler effect; acoustic signal processing; harmonics; least squares approximations; signal classification; spectral analysis; time-frequency analysis; acoustic data; acoustical Doppler effect; classification; engine-firing rate; ground vehicle acoustic signatures; harmonic lines; instantaneous frequency; short time Fourier transform; spectrogram; time frequency signal analysis; time-frequency domain; transiting vehicle; Data analysis; Doppler effect; Fourier transforms; Frequency estimation; Land vehicles; Microphones; Road vehicles; Signal analysis; Spectrogram; Time frequency analysis;
Conference_Titel :
Information, Decision and Control, 2002. Final Program and Abstracts
Conference_Location :
Adelaide, SA, Australia
Print_ISBN :
0-7803-7270-0
DOI :
10.1109/IDC.2002.995415