Title :
Implementation of Fuzzy Control for Surface Platforms in a Computer Generated Forces Toolkit
Author :
Senyurek, Levent ; Koksal, Seniha ; Genc, Hakki Murat ; Aldogan, Deniz ; Haklidir, Mehmet
Author_Institution :
Inf. Technol. Inst., TUBITAK Marmara Res. Center, Gebze-Kocaeli, Turkey
Abstract :
Realistic models and realistic control is vital to reach a sufficient fidelity in military simulation projects including surface platforms. In this study, a fuzzy logic controller (FLC) is implemented in conjunction with environment models and platform motion models possessing high-fidelity. The former one considers waves, current, wind, season, day and night while the latter trusts on complex motion equations, including the effect of hydrodynamic force-moments and their high performance is proved by comparison with real cruise data. The FLC is optimized with a recently introduced method, namely big bang-big crunch algorithm. After all, the controllers are integrated to the component architecture of VR-Forces, which is a commercial framework for developing computer generated forces (CGF) applications.
Keywords :
fuzzy control; military computing; military vehicles; ships; virtual reality; big bang-big crunch algorithm; complex motion equations; computer generated forces toolkit; cruise data; fuzzy control; fuzzy logic controller; hydrodynamic force-moments; military simulation projects; platform motion models; realistic models; surface platforms; Component architectures; Computational modeling; Equations; Force control; Fuzzy control; Fuzzy logic; Hydrodynamics; Military computing; Motion control; Optimization methods; Computer Generated Forces; Fuzzy controller;
Conference_Titel :
Computational Intelligence for Modelling Control & Automation, 2008 International Conference on
Conference_Location :
Vienna
Print_ISBN :
978-0-7695-3514-2
DOI :
10.1109/CIMCA.2008.175