Flight Trajectory Control of Quadrotor with Particle swarm optimization tuned PID controller
سال انتشار: 1402
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 251
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شناسه ملی سند علمی:
RSETCONF13_004
تاریخ نمایه سازی: 27 شهریور 1402
چکیده مقاله:
Many popular quadrotor controllers are based on PID controllers. This study compares the behavior of a quadrotor when its controller is the proportional (𝑃) only, proportional (P) and derivative (D), and all terms of the PID controller which is tuned by a Particle Swarm Optimization (PSO) implementation. A P, PD, and PID controller integrated quadrotor model is used with realistic parameters while conducting experiments in simulation. Our goal is to find out if it is worth to use PID or some of its terms is enough to get a stable system. According to the preliminary results of the experiments, the statistical difference of results shows that PID is better than both 𝑃 and 𝑃𝐷 for the given model.
کلیدواژه ها:
PID ، PD ، PSO ، optimization ، control systems ، natural computing ، evolutionary computing ، quadrotor ، flying robot
نویسندگان
Said Piri
Research Center for Computational Cognitive Neuroscience, System & Cybernetic Laboratory, Imam Reza International University, Mashhad, Iran
Arefeh Dinarvand
UAST-University of Applied Science and Technology X-IBM Institute, Tehran, Iran
Kazem Sohrabi
Bachelor of Aerospace Engineering majoring in air structures, Shahid Sattari Aeronautical University, Tehran, Iran