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A Descriptive Model of Robot Team and the Dynamic Evolution of Robot Team Cooperation
Author(s) -
Shuqin Li,
Lan Shuai,
Xianyi Cheng,
Zhenmin Tang,
Jingyu Yang
Publication year - 2005
Publication title -
international journal of advanced robotic systems
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.394
H-Index - 46
eISSN - 1729-8814
pISSN - 1729-8806
DOI - 10.5772/5793
Subject(s) - robot , computer science , action (physics) , task (project management) , field (mathematics) , process (computing) , artificial intelligence , human–computer interaction , systems engineering , engineering , operating system , physics , mathematics , quantum mechanics , pure mathematics
At present, the research on robot team cooperation is still in qualitative analysis phase and lacks the description model that can quantitatively describe the dynamical evolution of team cooperative relationships with constantly changeable task demand in Multi-robot field. First this paper whole and static describes organization model HWROM of robot team, then uses Markov course and Bayesian theorem for reference, dynamical describes the team cooperative relationships building. Finally from cooperative entity layer, ability layer and relative layer we research team formation and cooperative mechanism, and discuss how to optimize relative action sets during the evolution. The dynamic evolution model of robot team and cooperative relationships between robot teams proposed and described in this paper can not only generalize the robot team as a whole, but also depict the dynamic evolving process quantitatively. Users can also make the prediction of the cooperative relationship and the action of the robot team encountering new demands based on this model

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