Ciência-IUL
Publications
Publication Detailed Description
Proceedings of the International Conference on Agents and Artificial Intelligence (ICAART-2015)
Year (definitive publication)
2015
Language
English
Country
Portugal
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Abstract
The availability of relatively capable and inexpensive hardware components has made it feasible to consider large-scale systems of autonomous aquatic drones for maritime tasks. In this paper, we present the CORATAM and HANCAD projects, which focus on the fundamental challenges related to communication and control in swarms of aquatic drones. We argue for: (i) the adoption of a heterogeneous approach to communication in which a small subset of the drones have long-range communication capabilities while the majority carry only short-range communication hardware, and (ii) the use of decentralized control to facilitate inherent robustness and scalability. A heterogeneous communication system and decentralized control allow for the average drone to be kept relatively simple and therefore inexpensive. To assess the proposed methodology, we are currently building 25 prototype drones from off-the-shelf components. We present the current hardware designs and discuss the results of simulation-b ased experiments involving swarms of up to 1,000 aquatic drones that successfully patrolled a 20 km-long strip for 24 hours.
Acknowledgements
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Keywords
Robotics platform,Digital manufacturing,Mesh networks,Evolutionary robotics,Decentralized control
Fields of Science and Technology Classification
- Physical Sciences - Natural Sciences
Funding Records
Funding Reference | Funding Entity |
---|---|
SFRH/BD/76438/2011 | Fundação para a Ciência e a Tecnologia |
SFRH/BD/89573/2012 | Fundação para a Ciência e a Tecnologia |
SFRH/BD/89095/2012 | Fundação para a Ciência e a Tecnologia |
PEst-OE/EEI/LA0008/2013 | Fundação para a Ciência e a Tecnologia |
EXPL/EEI-AUT/0329/2013 | Fundação para a Ciência e a Tecnologia |
Related Projects
This publication is an output of the following project(s):