Title :
Use of modulation spectra for representation and classification of acoustic transients from sniper fire
Author :
Owsley, Lane ; Atlas, Les ; Heinemann, Chad
Author_Institution :
Appl. Phys. Lab., Univ. of Washington, Seattle, WA, USA
Abstract :
There are many applications for classification of acoustic transients produced by supersonic projectile fire. Analysis of existing models for such transients suggests they have properties which may be well-captured by the transform of a signal into joint acoustic and modulation frequency: a modulation spectral representation. Simple features are extracted from this representation which enables successful use in such an important classification application.
Keywords :
acoustic signal processing; feature extraction; projectiles; shock waves; signal classification; signal representation; spectral analysis; transient analysis; acoustic transient classification; feature extraction; joint acoustic/modulation frequency transform; modulation spectral representation; muzzle blast transient; projectile shockwave; sniper fire acoustic transients; supersonic projectile fire; Acoustic sensors; Acoustic signal detection; Acoustical engineering; Degradation; Fires; Frequency estimation; Frequency modulation; Laboratories; Physics; Projectiles;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416212