DocumentCode :
559192
Title :
Target detection and recognition: A mission planner for Autonomous Underwater Vehicles
Author :
Sorbi, Laura ; De Capua, Graziano Pio ; Toni, Laura ; Fontaine, Jean-Guy
Author_Institution :
TERA Lab., Italian Inst. of Technol. (IIT), Genova, Italy
fYear :
2011
fDate :
19-22 Sept. 2011
Firstpage :
1
Lastpage :
5
Abstract :
This paper proposes a mission planner controller, developed to manage a group of Autonomous Underwater Vehicles (AUVs) performing a target detection and recognition task. The whole mission is divided in two fundamental steps: i) an area covering task, aimed at finding objects of interest and implementing the Behavior-Based (BB) approach introduced in [1]; ii) a real-time path planner, leading the group towards the target, based on a modified Artificial potential Field (APF) controller. Moreover, a new formation control technique based on a modified Van der Pol oscillator is studied and integrated. To test the proposed mission planner, a global simulation environment has been implemented, including a real vehicle model. Results demonstrate the good overall performances of the proposed approach in several scenarios.
Keywords :
autonomous underwater vehicles; mobile robots; object detection; object recognition; oceanographic equipment; position control; relaxation oscillators; signal processing; AUV mission planner; area covering task; artificial potential field controller; autonomous underwater vehicles; behavior based approach; global simulation environment; mission planner controller; modified APF controller; modified Van der Pol oscillator; real time path planner; target detection; target recognition; Classification algorithms; Equations; Mathematical model; Oscillators; Robots; Trajectory; Vehicles; Artificial Potential Fields; Autonomous Underwater Vehicle; Behavior-based methods; Mission planner; target detection and recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
OCEANS 2011
Conference_Location :
Waikoloa, HI
Print_ISBN :
978-1-4577-1427-6
Type :
conf
Filename :
6106985
Link To Document :
بازگشت