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Efficient model of PID controller of unmanned aerial vehicle

Arsen R. Petrosian, Ruslan V. Petrosyan, I. A. Pilkevych, Maryna Graf

2023Journal of Edge Computing11 citationsDOIOpen Access PDF

Abstract

The modern stage of science and technology development is distinguished by the widespread use of digital signal processing. The use of digital processing for effective control of aircraft and other technical equipment remains relevant for many industries. The paper considers the problem of building a model of a digital PID-regulator, which can be used in unmanned aerial vehicles. It is proposed to base the regulator on the methods of digital filtering (realisation of the differential component using a digital filter with a finite impulse response). Calculation of digital filter coefficients is performed using genetic algorithm. This approach allows to increase the accuracy of the model, to provide the calculation of PID-regulator coefficients using classical PID-regulator methods. The software on Python programming language realizing the proposed method has been developed. The effectiveness of the developed model is demonstrated in simulation.

Topics & Concepts

PID controllerRegulatorControl engineeringPython (programming language)Digital filterDirect digital controlComputer scienceControl theory (sociology)Digital controlControl systemSoftwareEngineeringFilter (signal processing)Control (management)Artificial intelligenceElectronic engineeringTemperature controlBiochemistryOperating systemChemistryProgramming languageElectrical engineeringComputer visionGeneAdvanced Control and Stabilization in Aerospace SystemsCybersecurity and Information SystemsAerospace, Electronics, Mathematical Modeling
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