Title
Development, implementation, and experimental outdoor evaluation of quadcopter controllers for computationally limited embedded systems
Date Issued
01 January 2021
Access level
open access
Resource Type
journal article
Author(s)
Universidad de Michigan
Publisher(s)
Elsevier Ltd
Abstract
Quadcopters are increasingly used for applications ranging from hobby to industrial products and services. This paper serves as a tutorial on the design, simulation, implementation, and experimental outdoor testing of digital quadcopter flight controllers, including Explicit Model Predictive Control, Linear Quadratic Regulator, and Proportional Integral Derivative. A quadcopter was flown in an outdoor testing facility and made to track an inclined, circular path at different tangential velocities under ambient wind conditions. Controller performance was evaluated via multiple metrics, such as position tracking error, velocity tracking error, and onboard computation time. Challenges related to the use of computationally limited embedded hardware and flight in an outdoor environment are addressed with proposed solutions.
Start page
372
End page
389
Volume
52
Language
English
OCDE Knowledge area
Robótica, Control automático
Ciencias de la computación
Subjects
Scopus EID
2-s2.0-85108265014
Source
Annual Reviews in Control
ISSN of the container
13675788
Sources of information:
Directorio de Producción Científica
Scopus