Integrating mobile agent technology with multi-agent systems for distributed traffic detection and management systems

被引:70
|
作者
Chen, Bo [2 ,3 ]
Cheng, Harry H. [1 ]
Palen, Joe [4 ]
机构
[1] Univ Calif Davis, Dept Mech & Aeronaut Engn, Integrat Engn Lab, Davis, CA 95616 USA
[2] Michigan Technol Univ, Dept Mech Engn Engn Mech, Houghton, MI 49931 USA
[3] Michigan Technol Univ, Dept Elect & Comp Engn, Houghton, MI 49931 USA
[4] Calif Dept Transportat, Off New Technol & Res, Sacramento, CA 94273 USA
关键词
Agents; Mobile agents; Agent technology; Distributed intelligent systems; Traffic control and management systems; FIPA;
D O I
10.1016/j.trc.2008.04.003
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Agent technology is rapidly emerging as a powerful computing paradigm to cope with the complexity in dynamic distributed systems, such as traffic control and management systems. However, while a number of agent-based traffic control and management systems have been proposed and the multi-agent systems have been studied, to the best of our knowledge, the mobile agent technology has not been applied to this field. In this paper, we propose to integrate mobile agent technology with multi-agent systems to enhance the ability of the traffic management systems to deal with the uncertainty in a dynamic environment. In particular, we have developed an IEEE FIPA compliant mobile agent system called Mobile-C and designed an agent-based real-time traffic detection and management system (ABRTTDMS). The system based on Mobile-C takes advantages of both stationary agents and mobile agents. The use of mobile agents allows ABRTTDMS dynamically deploying new control algorithms and operations to respond unforeseen events and conditions. Mobility also reduces incident response time and data transmission over the network. The simulation of using mobile agents for dynamic algorithm and operation deployment demonstrates that mobile agent approach offers great flexibility in managing dynamics in complex systems. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 50 条
  • [1] Distributed norm management for multi-agent systems
    Vasconcelos, Wamberto W.
    Garcia-Camino, Andres
    Gaertner, Dorian
    Rodriguez-Aguilar, Juan A.
    Noriega, Pablo
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (05) : 5990 - 5999
  • [2] A Multi-agent Approach for Intrusion Detection in Distributed Systems
    Forestiero, Agostino
    [J]. MULTIMEDIA COMMUNICATIONS, SERVICES AND SECURITY, MCSS 2015, 2015, 566 : 72 - 82
  • [3] Distributed Fault Detection for Formation of Multi-agent Systems
    Shi, Jiantao
    Zhou, Donghua
    Yang, Yuhao
    Sun, Jun
    Chen, Yi
    [J]. 2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 4134 - 4139
  • [4] A distributed architecture for norm management in multi-agent systems
    Garcia-Camino, Andres
    Rodriguez-Aguilar, Juan Antonio
    Vasconcelos, Wamberto
    [J]. COORDINATION, ORGANIZATIONS, INSTITUTIONS, AND NORMS IN AGENT SYSTEMS III, 2008, 4870 : 275 - 286
  • [5] Integrating skills into multi-agent systems
    Friedrich, H
    Rogalla, O
    Dillmann, R
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 1998, 9 (02) : 119 - 127
  • [6] Integrating skills into multi-agent systems
    Holger Friedrich
    Oliver Rogalla
    Ru¨diger Dillmann
    [J]. Journal of Intelligent Manufacturing, 1998, 9 : 119 - 127
  • [7] Deployment of distributed multi-agent systems
    Braubach, L
    Pokahr, A
    Bade, D
    Krempels, KH
    Lamersdorf, W
    [J]. ENGINEERING SOCIETIES IN THE AGENTS WORLD V, 2005, 3451 : 261 - 276
  • [8] Multi-agent framework for distributed systems
    Deng, C
    Gang, YJ
    [J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 22 - 25
  • [9] Distributed Security in Multi-agent Systems
    Mois, George Dan
    Flonta, Stelian
    Stefan, Iulia
    Enyedi, Szilard
    Miclea, Liviu Cristian
    [J]. CONTROL ENGINEERING AND APPLIED INFORMATICS, 2010, 12 (03): : 47 - 51
  • [10] Adaptive mobile multi-agent systems
    Suna, A
    Seghrouchni, AE
    [J]. MULTI-AGENT SYSTEMS AND APPLICATIONS IV, PROCEEDINGS, 2005, 3690 : 41 - 50