Litcius/Paper detail

Event-Triggered Cooperative Exponential Practical Tracking for a Class of Higher-Order Uncertain Nonlinear Multiagent Systems

Benjamin M. Wu, Wei Liu

2023IEEE Transactions on Systems Man and Cybernetics Systems17 citationsDOI

Abstract

In this article, by utilizing the event-triggered control method, we research the cooperative exponential practical tracking problem for a class of higher-order uncertain nonlinear multiagent systems (NMASs). First, for each follower, a distributed event-triggered observer (ETO) is designed to estimate the states of the leader, in which the continuous-time states of its neighbors are not necessary. Thus, the communication resources can be saved. Second, by integrating the distributed ETO and the modified adaptive control technique, an adaptive control law that can be implemented in digital platforms and an event-triggered mechanism are designed to address our problem. Third, for the leader and all followers, the state tracking errors can converge exponentially to any small specified neighborhood of the origin at an arbitrarily fast specified convergence rate. Finally, our result is applied to multiple Van der Pol systems.

Topics & Concepts

Nonlinear systemMulti-agent systemControl theory (sociology)Computer scienceConvergence (economics)Exponential growthClass (philosophy)Observer (physics)Tracking (education)Exponential functionEvent (particle physics)Control (management)Adaptive controlTracking errorRate of convergenceMathematicsKey (lock)Artificial intelligencePsychologyEconomic growthEconomicsPhysicsMathematical analysisQuantum mechanicsPedagogyComputer securityDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationAdaptive Dynamic Programming Control