Title :
Active Range-Only beacon localization for AUV homing
Author :
Vallicrosa, Guillem ; Ridao, Pere ; Ribas, David ; Palomer, Albert
Author_Institution :
Underwater Robot. Res. Center (CIRS), Univ. de Girona, Girona, Spain
Abstract :
This paper presents a solution to the 3D Range-Only beacon localization problem using a Sum of Gaussians (SOG) filter together with an Active Localization method, which is based on the minimization of the beacon position uncertainty, in order to ensure the problem observability and a fast convergence. The method is applied to autonomously locate a subsea panel and home to it in order to establish visual contact to later launch a visual servoing based docking task. The method is demonstrated through field experiments in a harbor environment with an Autonomous Underwater Vehicle (AUV) including Ultra-Short Baseline (USBL) ground truth information.
Keywords :
Gaussian processes; autonomous underwater vehicles; minimisation; 3D range-only beacon localization; AUV; AUV homing; SOG filter; USBL ground truth information; active localization method; active range-only beacon localization; autonomous underwater vehicle; beacon position uncertainty; docking task; minimization; subsea panel; sum of Gaussians; ultra-short baseline; visual servoing; Measurement uncertainty; Navigation; Robots; Trajectory; Uncertainty; Vehicles; Visualization;
Conference_Titel :
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location :
Chicago, IL
DOI :
10.1109/IROS.2014.6942871