TY - JOUR
T1 - A connectivity-preserving flocking algorithm for multi-agent systems based only on position measurements
AU - Su, Housheng
AU - Wang, Xiaofan
AU - Chen, Guanrong
PY - 2009/7
Y1 - 2009/7
N2 - Most existing flocking algorithms rely on information about both relative position and relative velocity among neighbouring agents. In this article, we investigate the flocking problem with only position measurements. We propose a provably-stable flocking algorithm, in which an output vector is produced by distributed filters based on position information alone but not velocity information. Under the assumption that the initial interactive network is connected, the flocking algorithm not only can steer a group of agents to a stable flocking motion, but also can preserve the connectivity of the interactive network during the dynamical evolution. Moreover, we investigate the flocking algorithm with a virtual leader and show that all agents can asymptotically attain a desired velocity even if only one agent in the team has access to the information of the virtual leader. We finally show some numerical simulations to illustrate the theoretical results. © 2009 Taylor & Francis.
AB - Most existing flocking algorithms rely on information about both relative position and relative velocity among neighbouring agents. In this article, we investigate the flocking problem with only position measurements. We propose a provably-stable flocking algorithm, in which an output vector is produced by distributed filters based on position information alone but not velocity information. Under the assumption that the initial interactive network is connected, the flocking algorithm not only can steer a group of agents to a stable flocking motion, but also can preserve the connectivity of the interactive network during the dynamical evolution. Moreover, we investigate the flocking algorithm with a virtual leader and show that all agents can asymptotically attain a desired velocity even if only one agent in the team has access to the information of the virtual leader. We finally show some numerical simulations to illustrate the theoretical results. © 2009 Taylor & Francis.
KW - Distributed control
KW - Flocking
KW - Multi-agent system
KW - Network connectivity
KW - Non-linear system
UR - http://www.scopus.com/inward/record.url?scp=67651171468&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-67651171468&origin=recordpage
U2 - 10.1080/00207170802549578
DO - 10.1080/00207170802549578
M3 - RGC 21 - Publication in refereed journal
SN - 0020-7179
VL - 82
SP - 1334
EP - 1343
JO - International Journal of Control
JF - International Journal of Control
IS - 7
ER -