Title :
Communication in a Behavior-based Approach to Target Detection and Tracking with Autonomous Underwater Vehicles
Author :
Sorbi, Laura ; Toni, Laura ; De Capua, Graziano Pio ; Rossi, Lorenzo
Author_Institution :
TERA Lab., Italian Inst. of Technol. (IIT), Genova, Italy
Abstract :
In this paper, we address the challenging topic of target detection and tracking in underwater environments, proposing a behavior-based algorithm suitable for both fixed and moving targets. Taking into account the stringent constraints of the acoustic underwater channel, we apply this method to fleets of collaborative AUVs. The resulting control strategy is able to benefit from the behavior-based approach and the cooperation among robots. Results show that the performance of the algorithm can be improved by tuning the range of vehicles communication, meeting the tradeoff between energy consumption and behavior efficiency.
Keywords :
mobile robots; multi-robot systems; object detection; remotely operated vehicles; target tracking; underwater acoustic communication; underwater vehicles; AUV; acoustic underwater channel; autonomous underwater vehicle; communication behavior-based approach; energy consumption; target detection; target tracking; Autonomous Underwater Vehicle; Behavior-based methods; potential fields; target detection; underwater communication;
Conference_Titel :
Embedded and Ubiquitous Computing (EUC), 2010 IEEE/IFIP 8th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-9719-5
Electronic_ISBN :
978-0-7695-4322-2
DOI :
10.1109/EUC.2010.53