Title
Cooperative prediction of time-varying boundaries with a team of robots
Abstract
Environmental boundaries, such as the borderline of a forest fire or an oil spill, pose a significant threat for living organisms. Anticipating the dynamics of these phenomena is a potentially life-saving indicator to support efficient and effective evacuations or to dispel the hazard. We propose a decentralized coordination method that allows multiple robots to efficiently sample and predict the behavior of environmental boundaries. Our method does not require a priori information about the boundary dynamics. We validate our proposal through experiments with actual robots. We demonstrate experimentally that our method can estimate and predict non-convex boundaries even with noisy measurements and inaccurate motion actuators.
Year
DOI
Venue
2017
10.1109/MRS.2017.8250925
2017 International Symposium on Multi-Robot and Multi-Agent Systems (MRS)
Keywords
Field
DocType
time-varying boundaries,environmental boundaries,forest fire,oil spill,living organisms,potentially life-saving indicator,decentralized coordination method,multiple robots,boundary dynamics,actual robots,nonconvex boundaries
Oil spill,Computer science,A priori and a posteriori,Robot kinematics,Control engineering,Robot,Actuator
Conference
ISBN
Citations 
PageRank 
978-1-5090-6310-9
0
0.34
References 
Authors
13
5
Name
Order
Citations
PageRank
David Saldana1329.61
Renato Assunção201.69
M. Ani Hsieh338234.69
Mario Fernando Montenegro Campos455751.60
Vijay Kumar57086693.29