International Journal of Aerospace Engineering · 2020 · 23 citations · 17 references
EngineeringAerospace EngineeringMechanical EngineeringFlight DynamicsFlight MechanicsRobot ControlAdaptive ControlAttitude ControlControl SystemsControl TheoryController TuningDisturbance RejectionActive Disturbance Rejection ControlAdaptive Swarm ControlControl System RobustnessDisturbance Rejection ControlDynamic Performance AnalysisFlight Control SystemsParticle Swarm OptimizationRobust Attitude Control
The internal uncertainty and external disturbance of the quadrotor will have a significant impact on flight control. Therefore, to improve the control system’s dynamic performance and robustness, the attitude active disturbance rejection controller (ADRC) of the quadrotor is established. Simultaneously, an adaptive genetic algorithm-particle swarm optimization (AGA-PSO) is used to optimize the controller parameters to solve the problem that the controller parameters are difficult to tune. The performance of the proposed ADRC is compared with that of the sliding mode controller (SMC). The simulations revealed that the dynamic performance and robustness of the ADRC is better than that of the SMC.
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Riccardo Poli, James Kennedy, Tim Blackwell · Swarm Intelligence · 2007 · 21.4K citations
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy · 2002 · 14.9K citations