Asymptotic Tracking and Robustness of MAS Transitions under a New Communication Topology

Hossein Rastgoftar, Harry G. Kwatny, Ella M. Atkins

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

We have recently applied the principles of continuum mechanics to develop a new leader-follower model for the collective motion of a multiagent system (MAS). Agents are modeled as particles of a continuum body that can deform in Rn (n=1,2,3) under a specific class of mappings, called the homogeneous transformation. This paper shows how a desired homogeneous deformation is uniquely specified based on the trajectories chosen by p+1 (p≤n) leaders, and it is acquired by the remaining agents, called followers, through local communication. Under this setup, every follower interacts with p+1 local agents with fixed communication weights that are uniquely determined based on the initial positions of the agents. Although asymptotic convergence of the agents' transient positions to the desired final positions (prescribed by a homogeneous transformation) can be assured by applying the proposed paradigm, follower agents deviate from the desired positions during evolution. The main objective of this paper is to assure that the transient error, the difference between the actual and desired positions of each follower, converges to zero during evolution. For this purpose, each leader chooses a time-dependent polynomial vector of order (h-1) (h- N) for its trajectory connecting two consecutive way points, and each follower applies continuous time or discrete time linear time invariant dynamics to update its state based on the states of p+1 local agents. The second objective of this paper is to develop a paradigm for the homogeneous deformation of an MAS that is robust to communication failure. For this purpose, we will show how followers can acquire desired positions prescribed by a homogeneous mapping to preserve volumetric ratios under either fixed or switching communication topologies, where there is no restriction on the number of the agents, if every follower communicates with mi≥p+1 local agents. In addition, agents' collective motion can be stably continued even if some followers give up communication with other agents at some time during evolution.Note to Practitioners - A multiagent system evolution as continuum deformation is a novel idea for avoiding interagent collision and collisions of agents with obstacles, while a capability to manage large deformations (expiation or contraction) is provided. This idea becomes more interesting if deviations of agents from desired positions defined by continuum deformation vanish during evolution when agents only access neighboring agent state information.

Original languageEnglish (US)
Article number7464838
Pages (from-to)16-32
Number of pages17
JournalIEEE Transactions on Automation Science and Engineering
Volume15
Issue number1
DOIs
StatePublished - Jan 2018
Externally publishedYes

Keywords

  • Asymptotic tracking
  • collective motion
  • continuum deformation
  • multiagent systems (MASs)

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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