Impulsive Multiconsensus of Second-Order Multiagent Networks Using Sampled Position Data
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Detail(s)
Original language | English |
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Article number | 7021948 |
Pages (from-to) | 2678-2688 |
Journal / Publication | IEEE Transactions on Neural Networks and Learning Systems |
Volume | 26 |
Issue number | 11 |
Online published | 26 Jan 2015 |
Publication status | Published - Nov 2015 |
Link(s)
Abstract
A multiconsensus problem of multiagent networks is solved in this paper, where multiconsensus refers to that the states of multiple agents in each subnetwork asymptotically converge to an individual consistent value when there exist information exchanges among subnetworks. A distributed impulsive protocol is proposed to achieve multiconsensus of second-order multiagent networks in terms of three categories: 1) stationary multiconsensus; 2) the first dynamic multiconsensus; and 3) the second dynamic multiconsensus. This impulsive protocol utilizes only sampled position data and is implemented at sampling instants. For those three categories of multiconsensus, the control parameters in the impulsive protocol are designed, respectively. Moreover, necessary and sufficient conditions are derived, under which each multiconsensus can be reached asymptotically. Several simulations are finally provided to demonstrate the effectiveness of the obtained theoretical results.
Research Area(s)
- Dynamic multiconsensus, impulsive protocol, multiagent networks, stationary multiconsensus.
Citation Format(s)
Impulsive Multiconsensus of Second-Order Multiagent Networks Using Sampled Position Data. / Guan, Zhi-Hong; Han, Guang-Song; Li, Juan et al.
In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 26, No. 11, 7021948, 11.2015, p. 2678-2688.
In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 26, No. 11, 7021948, 11.2015, p. 2678-2688.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review