An alternative for the steady-level flight control on an Unmanned Aerial Vehicle (UAV) is the use of decentralized multi-loop PID controllers for each controlled variable. PIDs are linear structured low order controllers which are not so easy to tune in the presence of complex dynamics such as multivariable, non-minimum phase, oscillatory and high-order plants; and the use of conventional design techniques based on linearized models usually does not end in satisfactory results. In this work a design scheme based on iterative feedback tuning (IFT) for the multivariable nonlinear model of the Condor Andino UAV (Andean Condor UAV) is addressed. The method proposes the optimization of a quadratic performance target function using the closed loop response obtained from simulations. In this case the characteristics of the model are not used directly in the controller tuning process, but in simulations and in some other numeric manipulations. The optimization process is made using a modified version of the Levenberg-Marquardt algorithm. The simulation results show that a set of controller parameters can be found such that the target function has a local minimum.
Skip Nav Destination
ASME 2010 International Mechanical Engineering Congress and Exposition
November 12–18, 2010
Vancouver, British Columbia, Canada
Conference Sponsors:
- ASME
ISBN:
978-0-7918-4445-8
PROCEEDINGS PAPER
An Iterative Feedback Tuning Scheme for the Multiloop PID Control of a UAV Available to Purchase
Juan A. Ramirez,
Juan A. Ramirez
Universidad Pontificia Bolivariana, Medelli´n, Colombia
Search for other works by this author on:
Luis B. Gutierrez,
Luis B. Gutierrez
Universidad Pontificia Bolivariana, Medelli´n, Colombia
Search for other works by this author on:
Rafael E. Vasquez
Rafael E. Vasquez
University of Florida, Gainesville, FL
Search for other works by this author on:
Juan A. Ramirez
Universidad Pontificia Bolivariana, Medelli´n, Colombia
Luis B. Gutierrez
Universidad Pontificia Bolivariana, Medelli´n, Colombia
Rafael E. Vasquez
University of Florida, Gainesville, FL
Paper No:
IMECE2010-38384, pp. 75-84; 10 pages
Published Online:
April 30, 2012
Citation
Ramirez, JA, Gutierrez, LB, & Vasquez, RE. "An Iterative Feedback Tuning Scheme for the Multiloop PID Control of a UAV." Proceedings of the ASME 2010 International Mechanical Engineering Congress and Exposition. Volume 8: Dynamic Systems and Control, Parts A and B. Vancouver, British Columbia, Canada. November 12–18, 2010. pp. 75-84. ASME. https://doi.org/10.1115/IMECE2010-38384
Download citation file:
10
Views
Related Proceedings Papers
Related Articles
Flatness-Based Control in Successive Loops for Autonomous Quadrotors
J. Dyn. Sys., Meas., Control (March,2024)
Energy-Optimal Unmanned Aerial Vehicles Motion Planning and Control Based on Integrated System Physical Dynamics
J. Dyn. Sys., Meas., Control (April,2023)
A Two-Step Optimization-Based Iterative Learning Control for Quadrotor Unmanned Aerial Vehicles
J. Dyn. Sys., Meas., Control (July,2021)
Related Chapters
The Effectiveness of Different Drift-Reduction Mechanisms in Drone-Spray Conditions and How It Compares to Ground Applications
Pesticide Formulation and Delivery Systems: 42nd Volume, Building the Future of Agrochemicals for 2030 and Beyond
Active Disturbance Rejection Controll of Attitude Stability for UAV Flight Control System
International Conference on Instrumentation, Measurement, Circuits and Systems (ICIMCS 2011)
Sliding Mode Variable Structure Control for UAV Longitudinal Loop
International Conference on Instrumentation, Measurement, Circuits and Systems (ICIMCS 2011)