Title :
Hardware in loop implementation and analysis of a neural augmented fault tolerant flight controller for a high performance dynamic fighter aircraft model on a target digital signal processor
Author :
Ramrao, Nagaraj ; Murthy, T. V Rama
Author_Institution :
Dept. of Electron. & Commun. Eng., Oxford Coll. of Eng., Bangalore, India
Abstract :
The high performance fighter aircraft achieves a high angle of attack (up to 90°) and superb maneuverability because of the presence of leading edge flaps. In this paper we make an attempt to achieve reconfigurable control of this high performance fighter aircraft during auto-landing[1], using Extended Minimal Resource Allocating Network (EMRAN) augmented controller [2] with additional faults and validate the same through software simulation using MATLAB® Simulink® and also hardware implementation of the controller on a target Digital Signal Processor (DSP) using Hardware-in-the-loop simulation technique. A high fidelity aircraft model [1] with seven control surfaces, including leading edge flaps (LEF) in comparison to the low fidelity model that employs only five control surfaces is employed in the simulation as well as hardware implementation. Also while reconfiguring the aircraft model will be made dynamic where in multiple faults can occur at different instances.
Keywords :
aircraft control; digital signal processing chips; fault tolerance; vehicle dynamics; Extended Minimal Resource Allocating Network; MATLAB Simulink; hardware in loop implementation; high performance dynamic fighter aircraft model; leading edge flaps; neural augmented fault tolerant flight controller; reconfigurable control; target digital signal processor; Aerospace control; Digital signal processors; Fault tolerance; Hardware; Mathematical model; Military aircraft; Performance analysis; Resource management; Signal analysis; Software performance; Digital Signal Processor; EMRAN; Fighter Aircraft; Hardware-in-loop; Neural Controller; Radial basis function;
Conference_Titel :
TENCON 2009 - 2009 IEEE Region 10 Conference
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-4546-2
Electronic_ISBN :
978-1-4244-4547-9
DOI :
10.1109/TENCON.2009.5396191