PX4 Simulation Results of a Quadcopter with a Disturbance-Observer-Based and PSO-Optimized Sliding Mode Surface Controller
نویسندگان
چکیده
This work designed a disturbance-observer-based nonlinear sliding mode surface controller (SMC) and validated the using simulated PX4-conducted quadcopter. To achieve this goal, research (1) developed dynamic mathematical model; (2) built PX4-based UAV following model-based design process; (3) appropriate control laws for each degree of freedom; (4) implemented disturbance observers on proposed SMC to finer rejection such as crosswind effect other mutational disturbances; (5) optimized controller’s parameters based particle swarm optimization (PSO) method; (6) evaluated compared quadcopter’s tracking performance under range noise disturbances. Comparisons PID strategies against were documented same conditions. Consequently, with observer facilitates accurate fast adaptation in uncertain environments.
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ژورنال
عنوان ژورنال: Drones
سال: 2022
ISSN: ['2504-446X']
DOI: https://doi.org/10.3390/drones6090261