Title :
Temperature Control of Energetic Swarms
Author :
Pedrami, Reza ; Gordon, Brandon W.
Author_Institution :
Concordia Univ., Montreal
Abstract :
In this paper, an M-member continuous-time energetic swarm problem is studied. A new swarm temperature variable is introduced to investigate the internal kinetic energy properties of the swarm. A controller is developed such that the swarm center can follow any desired trajectory with different corresponding swarm temperatures. The proposed control algorithm can be used effectively for multi-agent coverage path planning problem. It is shown that a better coverage can be achieved by increasing the temperature of a swarm. In addition, more insight into the problem of swarm cohesion is provided. Simulation is used to validate the results and to understand the basic properties of energetic swarm such as velocity distribution.
Keywords :
continuous time systems; mobile robots; multi-robot systems; path planning; position control; temperature control; energetic swarms; m-member continuous-time energetic swarm problem; multi-agent coverage path planning problem; swarm temperature variable; temperature control; Industrial engineering; Kinetic energy; Mechatronics; Mobile robots; Multiagent systems; Path planning; Remotely operated vehicles; Temperature control; Temperature distribution; Topology; Continuous time swarm; coverage path planning; multiagent systems; temperature;
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
DOI :
10.1109/ICMA.2007.4303973