Title :
Target classification near complex interfaces using time-frequency filters
Author :
Gache, Nicole ; Chevret, Patrick ; Zimpfer, Véronique
Author_Institution :
CPE Lyon, CNRS, Villeurbanne, France
Abstract :
This paper presents a method for target recognition and classification in a shallow water environment. It is based on time-frequency filtering matched to a free field reference target response. The decision strategy lies on the comparison of the reference and the filter output signal. The method is applied to an experimental data base containing target acoustic responses measured in a tank for typical configurations (free field, semi-infinite space and waveguide). First, the recognition of a spherical shell is carried out. The obtained rate of recognition and confusion are more than encouraging. Then, a classification procedure is conducted and a degradation of the mean performances is to be noted in the more general case. However, the classification of 3D targets independently of their attitude gives quite satisfactory results
Keywords :
acoustic wave scattering; filtering theory; object recognition; pattern classification; sonar signal processing; time-frequency analysis; underwater sound; 3D targets; acoustic responses; attitude; complex interfaces; confusion rate; experimental data base; filter output signal; free field; free field reference target response; mean performance; recognition rate; semi-infinite space; shallow water environment; spherical shell; tank; target classification; target recognition; time-frequency filtering; time-frequency filters; waveguide; Acoustic signal detection; Buried object detection; Degradation; Filtering; Matched filters; Mechanical factors; Sea measurements; Surface waves; Target recognition; Time frequency analysis;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.681642