Title :
Distributed estimation of internal wave parameters via inter-drogue distances
Author :
Ouimet, M. ; Cortes, Jorge
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Univ. of California, San Diego, La Jolla, CA, USA
Abstract :
This paper considers a group of drogues estimating the physical parameters of the ocean´s linear internal waves. While underwater, individual drogues do not have access to position information and instead rely on inter-drogue distance measurements. We introduce the PARAMETER ESTIMATION BY ZERO-DERIVATIVE METHOD for determining the parameters of a horizontally propagating internal ocean wave and show that, for noiseless measurements, our strategy determines the parameters exactly. In the presence of additive Gaussian noise, we characterize precisely the robustness of our strategy and bound the error in the estimated parameters. Finally, we define two strategies for aggregating estimates obtained across multiple time instants. Several simulations illustrate our results.
Keywords :
Gaussian noise; approximation theory; distance measurement; ocean waves; parameter estimation; additive Gaussian noise; drogue group; horizontally propagating internal ocean wave; interdrogue distance; interdrogue distance measurement; internal wave parameter; noiseless measurement; ocean linear internal wave; parameter estimation by zero-derivative method; time instance; Noise measurement; Parameter estimation; Propagation; Sea measurements; Sea surface; Surface waves;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6425838