Cucker-Smale Flocking Under Asynchronous Update Dynamics

被引:0
作者
Ma, Jing [1 ]
Lai, Edmund M-K [1 ]
机构
[1] Auckland Univ Technol, Dept Informat Technol & Software Engn, Auckland, New Zealand
来源
2017 IEEE INTERNATIONAL CONFERENCE ON AGENTS (ICA) | 2017年
关键词
MULTIAGENT SYSTEMS; ASYMPTOTIC AGREEMENT; CONSENSUS;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The effects of asynchronous updating of the state of the agents in a Cucker-Smale flocking model is considered in this paper. The study of asynchronous update is important because in practical implementations the agents typically have internal clocks that are not synchronized. We considered how asynchronous update will affect the time it takes to achieve flocking (flocking time) as well as how close the agents in the flock are moving (flock diameter). These factors were largely ignored in most previous works as achieving asymptotic convergence was their main focus. Furthermore, previous simulations typically assume that the agents move with the same speed. We considered the effects of achieving consensus of both the speed and the heading. Through computer simulations, we showed that both the flocking time and flock diameter increase significantly with asynchronicity. Results also showed that the diameter of the flock is substantially larger when the agents start with different speeds. These results should be taken into account when designing flocking agents in practice.
引用
收藏
页码:50 / 54
页数:5
相关论文
共 17 条
  • [1] Stability of fully asynchronous discrete-time discrete-state dynamic networks
    Bahi, JM
    Contassot-Vivier, S
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2002, 13 (06): : 1353 - 1363
  • [2] Blondel V., 2005, IEEE C DEC CONTR, V44, P2296
  • [3] ASYMPTOTIC AGREEMENT IN DISTRIBUTED ESTIMATION
    BORKAR, V
    VARAIYA, PP
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1982, 27 (03) : 650 - 655
  • [4] Agreeing asynchronously
    Cao, Ming
    Morse, A. Stephen
    Anderson, Brian D. O.
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 53 (08) : 1826 - 1838
  • [5] Emergent behavior in flocks
    Cucker, Felipe
    Smale, Steve
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2007, 52 (05) : 852 - 862
  • [6] de Castro GA, 2004, P AMER CONTR CONF, P4933
  • [7] Dong W, 2008, IEEE DECIS CONTR P, P2270, DOI 10.1109/CDC.2008.4739232
  • [8] Information consensus of asynchronous discrete-time multi-agent systems
    Fang, L
    Antsaklis, PJ
    [J]. ACC: PROCEEDINGS OF THE 2005 AMERICAN CONTROL CONFERENCE, VOLS 1-7, 2005, : 1883 - 1888
  • [9] Coordination of groups of mobile autonomous agents using nearest neighbor rules
    Jadbabaie, A
    Lin, J
    Morse, AS
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (06) : 988 - 1001
  • [10] Consensus seeking in multiagent systems under dynamically changing interaction topologies
    Ren, W
    Beard, RW
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 50 (05) : 655 - 661