Litcius/Paper detail

Adaptive output observers-based distributed tracking

Yong Xu, Zheng‐Guang Wu, Ya‐Jun Pan

2024Automatica14 citationsDOIOpen Access PDF

Abstract

This paper proposes a novel adaptive output observer method for the distributed output tracking control of heterogeneous systems. Unlike the existing adaptive distributed state observer, an output-based adaptive distributed output observer (OADOO) that only relies on the leader’s output is proposed to estimate the leader’s information. Meanwhile, an input-based triggering mechanism is exploited to avoid continuous interactions between agents, and between the leader and its neighboring agents, respectively. Then, a local controller is developed to achieve the output tracking control. In comparison with the existing results for the similar research problem, our results not only handle the tracking control subject to only relative output measurement, but also considerably lower the data exchange traffic and dimension among agents of the developed OADOO.

Topics & Concepts

Control theory (sociology)Observer (physics)Tracking (education)Computer scienceController (irrigation)State observerDimension (graph theory)Adaptive controlMulti-agent systemControl engineeringControl (management)EngineeringMathematicsArtificial intelligenceNonlinear systemBiologyPsychologyAgronomyQuantum mechanicsPhysicsPure mathematicsPedagogyDistributed Control Multi-Agent SystemsAdaptive Control of Nonlinear SystemsNeural Networks Stability and Synchronization
Adaptive output observers-based distributed tracking | Litcius