Title :
Expert system for an INS/DGPS integrated navigation installed in a Bell 206 helicopter
Author :
Rahbari, Roya ; Leach, Barrie W. ; Dillon, Jeremy ; de Suva, C.W.
Author_Institution :
Flight Res. Lab., Nat. Res. Council of Canada, Ottawa, Ont., Canada
Abstract :
This work presents a real-time application of fuzzy logic for an integrated navigation avionics suite. A knowledge-based system, which uses a fuzzy rule-base for a real-time INS/DGPS integrated navigation system onboard a Bell 206 helicopter, has been designed and developed. This knowledgebase is developed in such a way as to detect aircraft maneuvering and tune the integration algorithm (Kalman filter) of the INS/DGPS system accordingly. The signal processing method developed for the integration of INS and DGPS data provides accurate navigation even during dynamic maneuvering of the aircraft, while taking advantage of low cost modular equipment rather than costly inertial navigation systems.
Keywords :
Kalman filters; aircraft; aircraft navigation; fuzzy logic; knowledge based systems; real-time systems; Bell 206 helicopter; adaptive Kalman filter; aircraft maneuvering; fuzzy logic; global positioning system; integrated navigation avionics suite; integration algorithm; intelligent systems; knowledge-based system; signal processing method; system tuning; Aerospace electronics; Aircraft navigation; Expert systems; Fuzzy logic; Fuzzy systems; Global Positioning System; Helicopters; Knowledge based systems; Real time systems; Signal processing algorithms;
Conference_Titel :
Aerospace Conference, 2004. Proceedings. 2004 IEEE
Print_ISBN :
0-7803-8155-6
DOI :
10.1109/AERO.2004.1367932