期刊文献+

自主移动机器人系统的新研究方法:AIS 被引量:2

AIS:a New Way Application to the Autonomous Mobile Robots System
下载PDF
导出
摘要 多自主移动机器人系统(MAMRS)与免疫系统有许多相似之处,将免疫识别效应和局部免疫网络(LIN)机理引入到MAMRS中,以机器人所探测到的周围环境作为抗原,将采取的反应行为看作抗体,而在LIN之间相互作用通过机器人间的通讯实现,最终在整个免疫系统内,决定机器人行为。通过仿真实验证明该方法有效。 Analogies exist between Multi Autonomous Mobile Robots System (MAMRS) and immune system.Robot models based on the immunity discern mechanism and Local Immune Network (LIN) is constructed.Individual robot is regarded as LIN,environment is regarded as antigen,and behavior tactics are deemed the antibody respectively.To confirm the validity of our method,we carry out a simulation.
机构地区 西北工业大学
出处 《计算机工程与应用》 CSCD 北大核心 2005年第32期65-67,共3页 Computer Engineering and Applications
关键词 人工免疫系统 多自主移动机器人系统 互联耦合免疫网络 路径规划 artificial immune systems, Multi Autonomous Mobile Robots System, mutual -coupled immune networks, path planning
  • 相关文献

参考文献7

  • 1丁永生,任立红.人工免疫系统:理论与应用[J].模式识别与人工智能,2000,13(1):52-59. 被引量:98
  • 2Michelan R,Von Zuben F J.Decentralized Control System for Autonomous Navigation Based on an Evolved Artificial Immune Network.Evolutionary Computation[C].In:CEC J02,2002;2:1021-1026.
  • 3Ishiguro A,Kuboshiki S,Ichikawa et al.Gait coordination of hexapod walking robots using mutual-coupled immune networks[J].Evolutionary Computation, 1995; 2 : 672-677.
  • 4王孙安,庄健.移动机器人路径发现与规划的免疫算法[J].系统仿真学报,2002,14(8):995-997. 被引量:18
  • 5Ishiguro A,Kondo T,Watanabe et al.Emergent Construction of Artificial Immune Networks for Autonomous Mobile Robots[J].Systems,Man, and Cybernetics, 1997 ;2 : 1222-1228.
  • 6Meshref H,Van Landingham H.Artificial immune systems:application to autonomous agents[J].Systems Man and Cybernetics,1996;l:61-66.
  • 7Jian-hua LI,Sun-an Wang.Model of immune Agent and Application in Path Finding of Autonomous Robots[C].In:Pmceedings of the Second International Conference on Machine Learning and Cybernetics, Xi'an ,2003 : 1961-1964.

二级参考文献6

共引文献114

同被引文献12

  • 1庄健,王孙安.基于人工免疫网络机器人路径规划算法的进一步研究[J].系统仿真学报,2004,16(5):1017-1019. 被引量:12
  • 2武彬,吴耿锋,马飞,樊建.基于免疫算法的移动机器人路径规划系统[J].计算机工程,2004,30(12):122-123. 被引量:5
  • 3刘韬,蔡淑琴,石双元.人工免疫数据挖掘方法的分析与研究展望[J].计算机工程与设计,2005,26(12):3170-3173. 被引量:5
  • 4焦李成,杜海峰,刘芳,等.免疫优化计算、理论与方法[M].北京:科学出版社,2006.
  • 5Watanabe Y,Ishiguro A,Uchikawa Y.Descentralized behavior arbitration mechanism for autonomous mobile robots using immune network[M]//Dasgupta D.ArtificiM Immune Systems and Their Applications.[S.l.]: Springer-Verlag, 1999:187-209.
  • 6Fang T, Parker L E. A complete methodology for generating multi-robot task solutions using ASyMTRe-D and market-based task allocation[C].Roma,Italy:Proc of IEEE Int'l Conference on Robotics and Automation. IEEE Press, 2007:3351-3358.
  • 7Zhang D D,Xie G M,Yu J Z,et al.Adaptive task assignment for multiple mobile robots via swarm intelligence approach[J].Robotics and Autonomous Systems, 2007,55(7):572-588.
  • 8Michelan R,Von Zuben F J.Decentralized control system for autonomous navigation based on an evolved artificial immune network[C].Hawaii, USA: Proceedings of the Congress on Evolutionary Computation.IEEE Press,2002:1021-1026.
  • 9Vig L, Adams J A. Multi-robot coalition formation [J]. IEEE Transactions on Robotics and Automation,2006, 22(4):637-649.
  • 10Gerkey B, Mataric M J.A framework for studying multi-robot task allocation [C]. Washington, DC, USA: Proceedings of the Multi-Robot System: From Swarms to Intelligent Automata. Kluwer Press,2003:15-26.

引证文献2

二级引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部