Title :
Experimental Testbed for Large Multirobot Teams
Author :
Michael, Nathan ; Fink, Jonathan ; Kumar, Vijay
Author_Institution :
Univ. of Pennsylvania, Philadelphia
fDate :
3/1/2008 12:00:00 AM
Abstract :
Experimental validation is particularly important in multi-robot systems research. The differences between models and real-world conditions that may not be apparent in single robot experiments are amplified because of the large number of robots, interactions between robots, and the effects of asynchronous and distributed control, sensing, and actuation. Over the last two years, we have developed an experimental testbed to support research in multirobot systems with the goal of making it easy for users to model, design, benchmark, and validate algorithms. In this article, we describe our approach to the design of a large-scale multirobot system for the experimental verification and validation of a variety of distributed robotic applications in an indoor environment.
Keywords :
distributed control; mobile robots; multi-robot systems; distributed control; distributed robotic application; experimental validation testbed; experimental verification testbed; indoor environment; large mobile multirobot system; Control systems; Distributed control; Humans; Monitoring; Multirobot systems; Robot sensing systems; Robustness; Scalability; Surveillance; System testing;
Journal_Title :
Robotics & Automation Magazine, IEEE
DOI :
10.1109/M-RA.2007.914924