[1]王中林,刘忠信,陈增强,等.一种多智能体领航跟随编队新型控制器的设计[J].智能系统学报,2014,9(3):298-306.[doi:10.3969/j.issn.1673-4785.]
WANG Zhonglin,LIU Zhongxin,CHEN Zengqiang,et al.A kind of new type controller for multi-agent leader-follower formation[J].CAAI Transactions on Intelligent Systems,2014,9(3):298-306.[doi:10.3969/j.issn.1673-4785.]
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WANG Zhonglin,LIU Zhongxin,CHEN Zengqiang,et al.A kind of new type controller for multi-agent leader-follower formation[J].CAAI Transactions on Intelligent Systems,2014,9(3):298-306.[doi:10.3969/j.issn.1673-4785.]
一种多智能体领航跟随编队新型控制器的设计
《智能系统学报》[ISSN1673-4785/CN23-1538/TP] 卷:
第9卷
期数:
2014年3期
页码:
298-306
栏目:
学术论文—智能系统
出版日期:
2014-06-25
- Title:
- A kind of new type controller for multi-agent leader-follower formation
- Keywords:
- multi-agent system (MAS); consensus; formation control; leader-follower; robots; coordinate rotating formula
- 分类号:
- TP18
- 摘要:
- 研究了基于离散时间模型的多智能体领航跟随编队控制算法。在该算法中, 通过引入基于邻居的局部控制律以及基于邻居的状态估计规则设计了一种新型控制器, 在该控制器中通过简单地设定跟随者和领航者之间的相对坐标即可方便地实现任意形状编队, 同时该文引入了坐标旋转公式——用于实现整个队形能够随着领航者的运动方向的变化做相应旋转, 且文中分别给出了固定拓扑和切换拓扑时系统稳定编队的充分条件。最后分别通过Matlab仿真和在Amigobot机器人平台上做实验来验证该算法的正确性及实际可行性。
- Abstract:
- In this paper, the algorithm of formation control concerning the Leader-Follower Multi-Agent System(MAS) based on the discrete-time model is researched. By introducing the neighbor-based local control law and the neighbor-based state estimation rules, a kind of new type controller for multi-agent leader-follower formation is designed. Arbitrary shape formations can be easily achieved by simply setting the follower and leader relative coordinates. At the same time, the coordinate rotating formula is introduced to realize the entire formation rotating accordingly with changes of the direction of the movement of the leader. This paper gives two sufficient conditions for the system’s stable formation of fixed topology and switching topology, respectively. The correctness and the practical feasibility of this algorithm were verified through the MATLAB simulation and experiments were conducted using the Amigobot robot platform, respectively.
- 参考文献/References:
-
[1] VICSEK T, CZIRóK A, BEN-JACOB E, et al. Novel type of phase transition in a system of self-driven particles[J]. Physical Review Letters, 1995, 75(6):1226-1229.
[2] JADBABAIE A, LIN J, MORSE A S. Coordination of groups of mobile autonomous agents using nearest neighbor rules[J]. IEEE Transactions on Automatic Control, 2003, 48(6):988-1001.
[3] 刘佳, 陈增强, 刘忠信. 多智能体系统及其协同控制研究进展[J]. 智能系统学报, 2010, 5(1):1-9.LIU Jia, CHEN Zengqiang, LIU Zhongxin. Advances in multi-Agent systems and cooperative control[J]. CAAI Transactions on Intelligent Systems, 2010, 5(1):1-9.
[4] PENG Z, WEN G, RAHMANI A, et al. Leader-follower formation control of nonholonomic mobile robots based on a bioinspired neurodynamic based approach[J]. Robotics and Autonomous Systems, 2013, 61(9):988-996.
[5] 杨甜甜, 刘志远, 陈虹, 等. 移动机器人编队控制的现状与问题[J]. 智能系统学报, 2007, 2(4):21-25.YANG Tiantian, LIU Zhiyuan, CHEN Hong, et al. Formation control of mobile robots:state and open problems[J]. CAAI Transactions on Intelligent Systems, 2007, 2(4):21-25.
[6] PENG Z, WEN G, RAHMANI A. Leader-follower formation control of multiple nonholonomic robots based on backstepping[C]//Proceedings of the 28th Annual ACM Symposium on Applied Computing. Coimbra, Portugal, 2013:211-216.
[7] 苏治宝, 陆际联. 多移动机器人队形控制的研究方法[J]. 机器人, 2003, 25(1):88-91.SU Zhibao, LU Jilian. Research approach to formation control of multiple mobile robots[J]. Robot, 2003, 25(1):88-91.
[8] CHOI I S, CHOI J S, CHUNG W J. Leader-follower formation control without information of heading angle[C]//IEEE/SICE International Symposium on System Integration (SⅡ). Fukuoka, Japan, 2012:842-846.
[9] CHEN X, SERRANI A, OZBAY H. Control of leader-follower formations of terrestrial UAVs[C]//Proceedings of 42nd IEEE Conference on Decision and Control. Maui, USA, 2003, 1:498-503.
[10] LIU Z X, CHEN Z Q. Discarded consensus of network of agents with state constraint[J]. IEEE Transactions on Automatic Control, 2012, 57(11):2869-2874.
[11] HONG Y G, HU J P, GAO L X. Tracking control for multi-agent consensus with an active leader and variable topology[J]. Automatica, 2006, 42(7):1177-1182.
[12] CHEN Z Q, XIANG L Y, LIU Z X, et al. A tracking control scheme for leader based multi-agent consensus for discrete-time case[C]//27th Chinese Control Conference. Kunming, China, 2008:494-498.
[13] WANG F, GAO L, WANG L. Tracking control for multi-agent consensus for discrete-time case[C]//Control and Decision Conference(CCDC). Mianyang, China, 2011:923-928.
[14] 张伟, 张安堂, 肖宇. 基于坐标旋转数字计算方法的三维坐标变换[J]. 探测与控制学报, 2011, 33(2):73-76.ZHANG Wei, ZHANG Antang, XIAO Yu. Cordic based three-dimensional coordinate transform[J]. Journal of Detection & Control, 2011, 33(2):73-76.
[15] GODSIL C D, ROYLE G, GODSIL C D. Algebraic graph theory[M]. New York:Springer, 2001:1-420.
[16] MERRIS R. Laplacian matrices of graphs:a survey[J]. Linear algebra and its applications, 1994, 197:143-176.
[17] HORN R A, JOHNSON C R. Matrix analysis[M]. Cambridge:Cambridge University Press, 2012:1-541.
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备注/Memo
收稿日期:2013-10-08。
基金项目:国家自然科学基金资助项目(61174094);天津市自然科学基金资助项目(13JCYBJC17400).
作者简介:王中林,男,1988年生,硕士研究生,主要研究方向为多智能体系统控制、微数字处理系统在通信与控制中的应用;?陈增强,男,1964年生,教授、博士生导师,中国系统仿真学会理事、中国自动化学会控制理论与应用专业委员会委员、中国自动化学会过程控制专业委员会委员、中国优选法统筹法与经济数学研究会复杂系统专业委员会理事、天津市自动化学会理事、天津市图形图像学会理事,主要研究方向为智能预测控制、混沌系统与复杂动态网络、多智能体系统控制.
通讯作者:刘忠信,男,1975年生,教授、博士生导师,中国人工智能学会智能空天系统专业委员会委员、中国智能物联系统建模与仿真专业委员会委员,主要研究方向为多智能体系统、复杂动态网络、计算机控制与管理,lzhx@nankai.edu.cn.
更新日期/Last Update:
1900-01-01