Lanzhou University of Technology Institutional Repository (LUT_IR)
Swarm target tracking collective behavior control with formation coverage search agents & globally asymptotically stable analysis of stochastic swarm | |
Xue, Zhibin1,2; Zeng, Jianchao3; Feng, Caili4; Liu, Zhen5 | |
2011 | |
发表期刊 | Journal of Computers |
ISSN | 1796203X |
卷号 | 6期号:8页码:1772-1780 |
摘要 | According to the viewpoints of swarm dynamic, this paper elaborates that introducing the target tracking control and global asymptotic stability respectively of the two kinds of different swarm systems with aggregation functions, the study of multi-agent systems is start with two aspects: one hand is starting off from formation coverage search, but on the other hand, researching the character of high noise inhibiting ability and stability. By use of the swarm dynamical models, meanwhile, considering the interactions among agents, based on the artificial potential functions (APFs) and Newton-Raphson iteration updating behavior rules, theoretical analysis and simulation experimental studies results are presented to illustrate the performance and viability of the proposed algorithm which is robust with respect to the system uncertainties and additive disturbances. © 2011 ACADEMY PUBLISHER. |
关键词 | Agglomeration Asymptotic stability Clutter (information theory) Computer simulation Iterative methods Multi agent systems Stochastic systems System stability Uncertainty analysis Coverage search Formation Global asymptotic stability Stochastic noise Swarm dynamics |
DOI | 10.4304/jcp.6.8.1772-1780 |
收录类别 | EI |
语种 | 英语 |
出版者 | Academy Publisher |
EI入藏号 | 20113314243415 |
EI主题词 | Target tracking |
EI分类号 | 716.1 Information Theory and Signal Processing - 723.5 Computer Applications - 802.3 Chemical Operations - 921.6 Numerical Methods - 922.1 Probability Theory - 961 Systems Science |
来源库 | Compendex |
分类代码 | 716.1 Information Theory and Signal Processing - 723.5 Computer Applications - 802.3 Chemical Operations - 921.6 Numerical Methods - 922.1 Probability Theory - 961 Systems Science |
引用统计 | 无
|
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/111989 |
专题 | 兰州理工大学 |
作者单位 | 1.College of Electric and Information Engineering, Lanzhou University of Technology, Lanzhou, China; 2.Department of chemical machinery, School of chemical technology, Qinghai University, Xining, China; 3.Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China; 4.Social Science Department, Qinghai University, Xining, China; 5.Department of Environmental and Cultural Sciences, Faculty of Human Environment, General Science University of Nagasaki, Nagasaki, Japan |
第一作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Xue, Zhibin,Zeng, Jianchao,Feng, Caili,et al. Swarm target tracking collective behavior control with formation coverage search agents & globally asymptotically stable analysis of stochastic swarm[J]. Journal of Computers,2011,6(8):1772-1780. |
APA | Xue, Zhibin,Zeng, Jianchao,Feng, Caili,&Liu, Zhen.(2011).Swarm target tracking collective behavior control with formation coverage search agents & globally asymptotically stable analysis of stochastic swarm.Journal of Computers,6(8),1772-1780. |
MLA | Xue, Zhibin,et al."Swarm target tracking collective behavior control with formation coverage search agents & globally asymptotically stable analysis of stochastic swarm".Journal of Computers 6.8(2011):1772-1780. |
条目包含的文件 | 条目无相关文件。 |
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