Title :
Biomimetic localization using the electrolocation sense of the electric fish
Author :
Baffet, Guillaume ; Boyer, Frederic ; Gossiaux, Pol Bernard
Author_Institution :
IRCCYN Lab., Ecole des Mines de Nantes, Nantes
Abstract :
This paper develops and compares two systems designed to calculate the location of an obstacle in troubled and dark waters. The two methods are bio-inspired with a sense used by electric fishes: the electrolocation sense. Firstly, this study proposes two theoretical models of emitter-sensors which are named 2-spheres and 4-hemispheres. Secondly, the two models are used to construct two different observers for localisation of wall obstacles. The estimation methods are based on an Extended Kalman Filter algorithm. Observer evaluations show their potentials and observability.
Keywords :
Kalman filters; biomimetics; mobile robots; nonlinear filters; path planning; underwater vehicles; biomimetic localization; electric fish; electrolocation sense; emitter-sensors; extended Kalman filter; Biomimetics; Marine animals; Biomimetic; Electrolocation; Observability; State observer;
Conference_Titel :
Robotics and Biomimetics, 2008. ROBIO 2008. IEEE International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-2678-2
Electronic_ISBN :
978-1-4244-2679-9
DOI :
10.1109/ROBIO.2009.4913079