Title :
Multi-robot cooperative control for monitoring and tracking dynamic plumes
Author :
Shuai Li ; Yi Guo ; Bingham, Brad
Author_Institution :
Dept. of Electr. & Comput. Eng., Stevens Inst. of Technol., Hoboken, NJ, USA
fDate :
May 31 2014-June 7 2014
Abstract :
We study robotic tracking of dynamic plume front modeled by the advection-diffusion equation in this paper. Different from existing work purely relying on gradient measurement, the transport model of pollution source is explicitly considered in tracking control design. We first study the problem using a single robot and solve the problem in an estimation and control framework. We then extend it to the multi-robot case in a nearest-neighbor communication structure, and have the robots take formation along the plume front. The distributed control is scalable to a large number of robots. Simulation results show satisfactory performances of the proposed method.
Keywords :
autonomous underwater vehicles; cooperative systems; distributed control; hydrodynamics; marine engineering; mobile robots; multi-robot systems; advection-diffusion equation; deep water horizon oil spill; distributed control; dynamic plume monitoring; dynamic plume tracking; gradient measurement; multirobot cooperative control; nearest-neighbor communication structure; ocean engineering communities; pollution source transport model; robotic tracking; tracking control design; underwater plume extent estimation; Equations; Mathematical model; Observers; Robot kinematics; Robot sensing systems;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6906591