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Distributed Motion Coordination with Co-Fields: A Case Study in Urban Traffic Management

Published: 09 April 2003 Publication History

Abstract

Coordinating the activities of distributed autonomous entities challenges traditional approaches to distributed coordination and calls for new paradigms and supporting middleware. This paper focuses on the problem of orchestrating the movements' of mobile autonomous agents in a large-scale distributed systems, and proposes an approach that takes inspiration from physics. Our idea is to have the movements of agents driven by force fields, generated by the agentsthemselves and propagated via some infrastructure. A globally coordinated and self-organized behavior in the agent's movements can then emerge due to the interrelated effects of agents following the shape of the fields and dynamic fields re-shaping. The approach is presented and its effectiveness described with regard to a concreted case study in the area of urban traffic coordination.

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Published In

cover image Guide Proceedings
ISADS '03: Proceedings of the The Sixth International Symposium on Autonomous Decentralized Systems (ISADS'03)
April 2003
ISBN:0769518761

Publisher

IEEE Computer Society

United States

Publication History

Published: 09 April 2003

Author Tags

  1. Autonomous Systems
  2. Context Awareness
  3. Coordination
  4. Mobility
  5. Traffic Management

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  • (2007)MASCFComputers and Industrial Engineering10.1016/j.cie.2007.06.00353:4(584-609)Online publication date: 1-Nov-2007
  • (2006)Design patterns for decentralised coordination in self-organising emergent systemsProceedings of the 4th international conference on Engineering self-organising systems10.5555/1763581.1763585(28-49)Online publication date: 9-May-2006
  • (2006)Urban traffic control with co-fieldsProceedings of the 3rd international conference on Environments for multi-agent systems III10.5555/1759343.1759361(239-253)Online publication date: 8-May-2006
  • (2005)From reactive robotics to situated multiagent systemsProceedings of the 6th international conference on Engineering Societies in the Agents World10.1007/11759683_5(63-88)Online publication date: 26-Oct-2005
  • (2005)Indirect interaction in environments for multi-agent systemsProceedings of the 2nd international conference on Environments for Multi-Agent Systems10.1007/11678809_5(68-87)Online publication date: 25-Jul-2005
  • (2005)A survey of environments and mechanisms for human-human stigmergyProceedings of the 2nd international conference on Environments for Multi-Agent Systems10.1007/11678809_10(163-186)Online publication date: 25-Jul-2005
  • (2004)Self-maintained distributed tuples for field-based coordination in dynamic networksProceedings of the 2004 ACM symposium on Applied computing10.1145/967900.968000(479-486)Online publication date: 14-Mar-2004
  • (2004)Motion coordination in the quake 3 arena environmentProceedings of the First international conference on Environments for Multi-Agent Systems10.1007/978-3-540-32259-7_14(264-278)Online publication date: 19-Jul-2004
  • (2003)Developing multiagent systemsACM Transactions on Software Engineering and Methodology10.1145/958961.95896312:3(317-370)Online publication date: 1-Jul-2003

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