Title :
A Cramer-Rao bound on acoustic measurement of ocean climate change in the presence of mesoscale sound-speed variability
Author :
Krolik, Jeffrey L. ; Narasimhan, Sunil
Author_Institution :
Dept. of Electr. Eng., Duke Univ., Durham, NC, USA
Abstract :
The ability to measure climate-related mean changes in ocean temperature is fundamentally limited by the presence of mesoscale variability. In the paper, the Cramer-Rao lower bound on the estimation of the mean depth-dependent temperature profile is evaluated to determine the highest accuracy which could be achieved by acoustic thermometry of ocean climate (ATOC). Evaluation of the bound is performed using a model of sound-speed variability derived from real Pacific ocean environmental data. Results indicate that a low-order Chebyshev polynomial may be a good choice for climate signal representation. The general behavior the bound is determined by a subtle interaction between the climate signal basis, a priori mesoscale noise statistics, and observation-time-bandwidth-signal-to-noise ratio product
Keywords :
acoustic signal processing; geophysical signal processing; oceanographic regions; oceanographic techniques; parameter estimation; polynomials; signal representation; terrestrial heat; underwater sound; Cramer-Rao bound; Pacific Ocean environmental data; a priori mesoscale noise statistics; acoustic measurement; acoustic thermometry of ocean climate; estimation; low-order Chebyshev polynomial; mesoscale sound-speed variability; observation-time-bandwidth-signal-to-noise ratio product; ocean climate change; signal representation; temperature; Acoustic measurements; Acoustic noise; Chebyshev approximation; Ocean temperature; Performance evaluation; Polynomials; Sea measurements; Signal representations; Signal to noise ratio; Working environment noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479419