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Consensus seeking in multiagent systems under dynamically changing interaction topologies

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TLDR
It is shown that information consensus under dynamically changing interaction topologies can be achieved asymptotically if the union of the directed interaction graphs have a spanning tree frequently enough as the system evolves.
Abstract
This note considers the problem of information consensus among multiple agents in the presence of limited and unreliable information exchange with dynamically changing interaction topologies. Both discrete and continuous update schemes are proposed for information consensus. This note shows that information consensus under dynamically changing interaction topologies can be achieved asymptotically if the union of the directed interaction graphs have a spanning tree frequently enough as the system evolves.

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Citations
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Journal ArticleDOI

Approximate Projected Consensus for Convex Intersection Computation: Convergence Analysis and Critical Error Angle

TL;DR: This paper studies an approximate projected consensus algorithm for a network to cooperatively compute the intersection of convex sets, where each set corresponds to one network node, and shows that π/4 is a critical angle for the error of the projection approximation to ensure the boundedness.
Journal ArticleDOI

Consensus of second-order discrete-time multi-agent systems with fixed topology

TL;DR: In this article, the consensus of second-order discrete-time multi-agent systems with fixed topology was studied by algebraic graph theory and matrix theory, and the convergence of system matrix was analyzed.
Journal ArticleDOI

Distributed leader-following consensus for second-order multi-agent systems with nonlinear inherent dynamics

TL;DR: Two distributed control protocols are proposed under fixed undirected communication topology and fixed directed communicationTopology for leader-following consensus problem for second-order multi-agent systems with nonlinear inherent dynamics.
Journal ArticleDOI

Tracking Control of Multiple-Wheeled Mobile Robots With Limited Information of a Desired Trajectory

TL;DR: With the aid of communications between systems, distributed control laws are proposed such that the state of each mobile robot asymptotically tracks the desired trajectory.
Journal ArticleDOI

Distributed adaptive leader–follower and leaderless consensus control of a class of strict-feedback nonlinear systems : a unified approach

TL;DR: In this article, a distributed adaptive consensus for a class of strict-feedback nonlinear systems under directed topology condition is investigated, where a local compensatory variable is generated based on the signals collected from its neighbors.
References
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Book

Matrix Analysis

TL;DR: In this article, the authors present results of both classic and recent matrix analyses using canonical forms as a unifying theme, and demonstrate their importance in a variety of applications, such as linear algebra and matrix theory.
Journal ArticleDOI

Consensus problems in networks of agents with switching topology and time-delays

TL;DR: A distinctive feature of this work is to address consensus problems for networks with directed information flow by establishing a direct connection between the algebraic connectivity of the network and the performance of a linear consensus protocol.
Book

Algebraic Graph Theory

TL;DR: The Laplacian of a Graph and Cuts and Flows are compared to the Rank Polynomial.
Journal ArticleDOI

Coordination of groups of mobile autonomous agents using nearest neighbor rules

TL;DR: A theoretical explanation for the observed behavior of the Vicsek model, which proves to be a graphic example of a switched linear system which is stable, but for which there does not exist a common quadratic Lyapunov function.
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