DocumentCode :
3288964
Title :
Underwater robot navigation around a sphere using electrolocation sense and Kalman filter
Author :
Lebastard, Vincent ; Chevallereau, Christine ; Amrouche, Ali ; Jawad, Brahim ; Girin, Alexis ; Boyer, Frederic ; Gossiaux, Pol Bernard
fYear :
2010
fDate :
18-22 Oct. 2010
Firstpage :
4225
Lastpage :
4230
Abstract :
The aim of this paper is to perform the navigation of an underwater robot equipped with a sensor using the electric sense. The robot navigates in an unbounded environment in presence of spheres. This sensor is inspired of some species of electric fish. A model of this sensor composed of n spherical electrodes is established. The variations of the current due to the presence of the sphere is related to the model of Rasnow. Unscented Kalman Filter is used to localize the robot with respect to the sphere and to estimate the size of the sphere. We show that bio-inspired motions improve the detection of the spheres. We illustrate the efficiency of the method in two cases: a two electrodes sensor and a four electrodes sensor.
Keywords :
Kalman filters; electric sensing devices; electrodes; mobile robots; path planning; robot vision; underwater vehicles; bioinspired motion; electric fish; electric sensor; electrode sensor; electrolocation sense; spherical electrode; underwater robot navigation; unscented Kalman filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location :
Taipei
ISSN :
2153-0858
Print_ISBN :
978-1-4244-6674-0
Type :
conf
DOI :
10.1109/IROS.2010.5648929
Filename :
5648929
Link To Document :
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