Title :
Unmanned Aerial Vehicles operational requirements and fault-tolerant robust control in level flight
Author :
Beainy, Fares ; Mai, Anh ; Commuri, Sesh
Author_Institution :
Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA
Abstract :
Unmanned Aerial Vehicles (UAVs) are playing an important role both in military as well as civilian applications. However, their role in civilian applications is hampered by the lack of adequate guidelines and operational requirements. In this paper a set of flight, operational and performance requirements for the use of fixed wing UAVs in civilian applications are collated from several resources in the public domain. The application of these requirements to the flight control of an unmanned fixed-wing aircraft is also addressed in this paper. A robust controller is designed to maintain the stability and the desired performance of the system in the presence of modeling uncertainty and measurement noise. A neural network based Fault Detection and Identification (FDI) scheme is then developed to estimate the effectiveness of control inputs. Finally, a reconfigurable controller is designed to compensate for the degradation of the actuation on the occurrence of a fault. Monte Carlo simulation is used to validate the capability and performance of the designed controller.
Keywords :
Monte Carlo methods; aerospace control; aircraft; fault tolerance; remotely operated vehicles; robust control; Monte Carlo simulation; fault detection; fault identification; fault-tolerant robust control; fixed-wing aircraft; flight control; level flight; neural network; reconfigurable controller; unmanned aerial vehicles; Aerospace control; Aircraft; Fault detection; Fault tolerance; Guidelines; Measurement uncertainty; Noise robustness; Robust control; Robust stability; Unmanned aerial vehicles; Fault Tolerant Control; UAV Requirements of Operations; Unmanned Aerial Vehicles;
Conference_Titel :
Control and Automation, 2009. MED '09. 17th Mediterranean Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-4684-1
Electronic_ISBN :
978-1-4244-4685-8
DOI :
10.1109/MED.2009.5164625