Title :
Fuzzy CMAC control design for an airbreathing hypersonic cruise vehicle
Author :
Binbin, Yan ; Cunkan, Lu ; Weiwei, Yu ; Jie, Yan
Author_Institution :
Coll. of Astronaut., Northwestern Polytech. Univ., Xi´´an
Abstract :
This paper proposes the implementation of fuzzy cerebellar model arithmetic computer (FCMAC) neural network for altitude and velocity tracking control of the longitudinal model of an airbreathing hypersonic cruise vehicle (AHCV) which has an integrated airframe-propulsion system configuration. A set of nonlinear longitudinal equations of motion for the vehicle which include the CFD-generated aerodynamic, propulsion, and coupled aero propulsion data are developed. A FCMAC controller and its learning arithmetic are designed according to the feature of the hypersonic cruise vehicle. Simulation results demonstrate the effectiveness of FCMAC control design in tracking altitude and velocity commands.
Keywords :
aircraft control; attitude control; cerebellar model arithmetic computers; control system synthesis; fuzzy control; motion control; neurocontrollers; velocity control; CFD-generated aerodynamic; airbreathing hypersonic cruise vehicle; altitude tracking control; fuzzy cerebellar model arithmetic computer control design; integrated airframe-propulsion system configuration; learning arithmetic; longitudinal model; neural network; nonlinear longitudinal equations; velocity tracking control; Computer networks; Control design; Digital arithmetic; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Neural networks; Propulsion; Vehicles; Velocity control; airbreathing hypersonic cruise vehicle; fuzzy CMAC; tracking control;
Conference_Titel :
Industrial Electronics and Applications, 2009. ICIEA 2009. 4th IEEE Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-2799-4
Electronic_ISBN :
978-1-4244-2800-7
DOI :
10.1109/ICIEA.2009.5138209
