Title :
Path tracking in underwater vehicle navigation - on-line evaluation of guidance path errors via vision sensor
Author :
Jordán, Mario Alberto ; Berger, Carlos Enrique ; Bustamante, Jorge Luis ; Hansen, Santiago
Author_Institution :
Dipt. de Ing. Electr. y de Computadoras (DIEC-UNS), Argentine Inst. of Oceanogr. (IADO-CONICET), Bahia Blanca, Argentina
Abstract :
In this paper a vision-based algorithm for on-line estimation of position control errors in a guidance system for path tracking is presented. The algorithm uses techniques of pattern recognition, however with a high degree of morphological simplifications. The algorithm detects the path line stretch which is displayed in the actual frame, and estimates the slope of the line and its midpoint. Moreover, it identifies a confidence zone in where the line stretch would be certainly. Ad-hoc experiments with a subaquatic vehicle in an test tank show the features of the algorithm proposed under strong conditions of light perturbation and cloudy water.
Keywords :
estimation theory; image sensors; path planning; position control; underwater vehicles; guidance path error; online estimation; path line stretch detection; path tracking; pattern recognition; position control error; subaquatic vehicle; underwater vehicle navigation; vision sensor; Cameras; Context; Estimation; Humans; Navigation; Pixel; Vehicles; Underwater vehicles; camera-assisted navigation; navigation errors; path tracking; pattern recognition; teleoperation;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5718195