Distributed Finite-Time Average Consensus in Digraphs in the Presence of Time Delays

Themistoklis Charalambous, Ye Yuan*, Tao Yang, Wei Pan, Christoforos N. Hadjicostis, Mikael Johansson

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

60 Citations (Scopus)

Abstract

Most algorithms for distributed averaging only guarantee asymptotic convergence. This paper introduces a distributed protocol that allows nodes to find the exact average of the initial values in a finite and minimum number of steps on interconnection topologies described by strongly connected directed graphs (digraphs). More specifically, under the assumption that each component has knowledge of the number of its outgoing links (i.e., the number of components to which it sends information), we show that the average value can be computed based on local observations over a finite time interval. The average can be obtained in a finite number of steps even when the information exchange is subject to delays. The proposed algorithm is the first in the literature that allows for distributed computation of the exact average in digraphs in finite time, with and without delays.

Original languageEnglish
Article number7097006
Pages (from-to)370-381
Number of pages12
JournalIEEE Transactions on Control of Network Systems
Volume2
Issue number4
DOIs
Publication statusPublished - 2015
MoE publication typeA1 Journal article-refereed

Keywords

  • Average consensus
  • delays
  • digraphs
  • distributed algorithms
  • finite time convergence

Fingerprint

Dive into the research topics of 'Distributed Finite-Time Average Consensus in Digraphs in the Presence of Time Delays'. Together they form a unique fingerprint.

Cite this