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Observer Design for a Class of Uncertain Nonlinear Systems With Sampled-Delayed Output Using High-Gain Observer and Low-Pass Filter: Application for a Quadrotor UAV

Quang Truc Dam, Rihab El Houda Thabet, Sofiane Ahmed Ali, F. Guérin

2023IEEE Transactions on Industrial Electronics17 citationsDOI

Abstract

In this article, a novel structure of a filtered high-gain observer (FHGO) is proposed for a class of nonlinear systems subject to sampled and delayed measurements, bounded disturbances, and noise measurements effects. Using an using an linear matrix inequality (LMI) design approach, the novel structure of the continuous-discrete FHGO allows a larger bound of the maximum allowable value of time delay. To prove the effectiveness of the proposed observer, a comparison with Kalman-like observer and standard high gain observer is provided and the corresponding experimental results are presented for a quadrotor UAV.

Topics & Concepts

Control theory (sociology)Observer (physics)Alpha beta filterNonlinear systemBounded functionFilter (signal processing)MathematicsLinear matrix inequalityKalman filterState observerNoise (video)Computer scienceExtended Kalman filterMathematical optimizationControl (management)PhysicsArtificial intelligenceMoving horizon estimationQuantum mechanicsImage (mathematics)StatisticsMathematical analysisComputer visionAdaptive Control of Nonlinear SystemsStability and Control of Uncertain SystemsDistributed Control Multi-Agent Systems
Observer Design for a Class of Uncertain Nonlinear Systems With Sampled-Delayed Output Using High-Gain Observer and Low-Pass Filter: Application for a Quadrotor UAV | Litcius