Litcius/Paper detail

Distributed Adaptive Output Feedback Consensus of Parabolic PDE Agents on Undirected Networks

Qian Qiu, Housheng Su, Zhigang Zeng

2022IEEE Transactions on Cybernetics25 citationsDOI

Abstract

In this article, we investigate the distributed adaptive consensus problem of parabolic partial differential equation (PDE) agents by output feedback on undirected communication networks, in which two cases of no leader and leader-follower with a leader are taken into account. For the leaderless case, a novel distributed adaptive protocol, namely, the vertex-based protocol, is designed to achieve consensus by taking advantage of the relative output information of itself and its neighbors for any given undirected connected communication graph. For the case of leader-follower, a distributed continuous adaptive controller is put forward to converge the tracking error to a bounded domain by using the Lyapunov function, graph theory, and PDE theory. Furthermore, a corollary that the tracking error tends to zero by replacing the continuous controller with the discontinuous controller is given. Finally, the relevant simulation results are further demonstrated to demonstrate the theoretical results obtained.

Topics & Concepts

Bounded functionCorollaryUndirected graphControl theory (sociology)ConsensusComputer scienceController (irrigation)Lyapunov functionVertex (graph theory)GraphDirected graphTracking errorProtocol (science)MathematicsDomain (mathematical analysis)Multi-agent systemTopology (electrical circuits)Theoretical computer scienceNonlinear systemControl (management)Discrete mathematicsAlgorithmArtificial intelligenceQuantum mechanicsPathologyMathematical analysisMedicineCombinatoricsAlternative medicinePhysicsBiologyAgronomyDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationMathematical and Theoretical Epidemiology and Ecology Models
Distributed Adaptive Output Feedback Consensus of Parabolic PDE Agents on Undirected Networks | Litcius