Title :
Analysis and design tools for distributed motion coordination
Author :
Cortés, Jorge ; Martínez, Sonia ; Bullo, Francesco
Author_Institution :
Sch. of Eng., California Univ., Santa Cruz, CA, USA
Abstract :
This paper surveys recently-developed theoretical tools for the analysis and design of coordination algorithms for networks of mobile autonomous agents. First, various motion coordination tasks are encoded into aggregate cost functions from geometric optimization. Second, the limited communication capabilities of the mobile agents are modeled via the notions of proximity graphs from computational geometry and of spatially distributed maps. Finally, we illustrate how to apply these tools to design and analyze scalable cooperative strategies in a variety of motion coordination problems such as deployment, rendezvous, and flocking.
Keywords :
computational geometry; control system analysis; control system synthesis; distributed processing; distributed sensors; graph theory; mobile agents; motion control; aggregate cost function; analysis tool; computational geometry; design tool; distributed motion coordination; geometric optimization; mobile autonomous agents; proximity graph; spatially distributed map; Aggregates; Algorithm design and analysis; Autonomous agents; Biosensors; Computer vision; Cost function; Design engineering; Mobile agents; Mobile communication; Motion analysis;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470209