Paper Info
Title
Cooperative Decentralised Circumnavigation With Application To Algal Bloom Tracking
Abstract
Harmful algal blooms occur frequently and deteriorate water quality. A reliable method is proposed in this paper to track algal blooms using a set of autonomous surface robots. A satellite image indicates the existence and initial location of the algal bloom for the deployment of the robot system. The algal bloom area is approximated by a circle with time varying location and size. This circle is estimated and circumnavigated by the robots which are able to locally sense its boundary. A multi-agent control algorithm is proposed for the continuous monitoring of the dynamic evolution of the algal bloom. Such algorithm comprises of a decentralised least squares estimation of the target and a controller for circumnavigation. We prove the convergence of the robots to the circle and in equally spaced positions around it. Simulation results with data provided by the SINMOD ocean model are used to illustrate the theoretical results.
Year
DOI
Venue
2019
10.1109/IROS40897.2019.8967632
2019 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS)
Field
DocType
ISSN
Algal bloom,Least squares,Convergence (routing),Computer vision,Control algorithm,Control theory,Computer science,Control theory,Continuous monitoring,Artificial intelligence,Robot,Circumnavigation
Conference
2153-0858
Citations 
PageRank 
References 
0
0.34
0
Authors
4
Name
Order
Citations
PageRank
Joana Fonseca100.34
Jieqiang Wei2216.28
K. H. Johansson336139.07
Tor Ame Johansen400.34