Title :
State estimation of ice thickness distribution using mobile sensors
Author :
Haugen, Joakim ; Grotli, Esten Ingar ; Imsland, Lars
Author_Institution :
Dept. of Eng. Cybern., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
This paper considers the problem of guiding a mobile sensor network in a distributed parameter system. The ice thickness distribution of sea ice is an example of such a system. The objective is to improve the convergence of the state estimation error, compared to a nominal sensor network, by employing a gradient-based guidance scheme. The ice thickness is modeled as a continuity equation and the sensor dynamics as fully actuated 2-input-2-output mass-spring-damper systems. The approach builds on Lyapunov functions to construct the guidance law that achieves, under certain assumptions, a uniformly globally asymptotically stable system. A numerical example illustrates the approach.
Keywords :
mobile communication; oceanographic techniques; sea ice; state estimation; wireless sensor networks; Lyapunov functions; continuity equation; distributed parameter system; fully actuated 2-input-2-output mass-spring-damper systems; gradient-based guidance; ice thickness distribution; mobile sensor network; nominal sensor network; sea ice; state estimation; Estimation error; Ice; Lyapunov methods; Mobile communication; Sensor systems; State estimation;
Conference_Titel :
Control Applications (CCA), 2012 IEEE International Conference on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-4673-4503-3
Electronic_ISBN :
1085-1992
DOI :
10.1109/CCA.2012.6402649