Title :
A test for detection of local modeling mismatches in shallow water
Author :
Fostick, G.S. ; Tabrikian, J. ; Messer, H.
Author_Institution :
Dept. of Electr. Eng., Tel Aviv Univ., Israel
Abstract :
This paper presents a new, non-parametric test for detecting modeling mismatches in a propagation medium, as shallow water. The test is based on the fact that if there are no model uncertainties, the corresponding modal spectrum of the received signal is strictly band-limited to an a-priori known band. Any mismatches in the assumed model cause the modal spectrum out of this band to be non-zero. To make the test independent of the emitters characteristic we use the generalized likelihood ratio test which uses maximum likelihood estimate of the unknown modal spectrum. We demonstrate the operation of the proposed test by applying it (via computer simulations) to a complex, practical scenario
Keywords :
acoustic signal detection; acoustic waveguides; array signal processing; maximum likelihood estimation; sonar arrays; sonar signal processing; underwater sound; bandlimited received signal; computer simulations; emitters characteristic; generalized likelihood ratio test; local modeling mismatch detection; maximum likelihood estimate; modal spectrum; nonparametric test; propagation channel; sensor array; shallow water; Additive noise; Artificial intelligence; Computer simulation; Gaussian processes; Position measurement; Robustness; Sensor arrays; Testing; Uncertainty; Upper bound;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.550526