Title :
Fuzzy-logic-based guidance law design for missile systems
Author :
Lin, Chih-Min ; Mon, Yi-Jen
Author_Institution :
Dept. of Electr. Eng., Yuan-Ze Univ., Taoyuan, Taiwan
Abstract :
Presents the design of fuzzy-logic-based command to line-of-sight (CLOS) guidance law. In the presented design, the fuzzy inference rules are constructed in terms of polar coordinate parameters and their fuzzy associated memories (FAM) are trained by an adaptive-network-based fuzzy inference system (ANFIS). An online tuning algorithm is also proposed to adjust the FAM based on the missile attitude to eradicate the coupling effect. Simulation results demonstrate that the proposed fuzzy-logic-based CLOS guidance law can achieve satisfactory performance with small miss-distance
Keywords :
content-addressable storage; control system synthesis; fuzzy control; fuzzy logic; missile guidance; neurocontrollers; adaptive-network-based fuzzy inference system; fuzzy associated memories; fuzzy inference rules; fuzzy-logic-based CLOS guidance law design; missile systems; online tuning algorithm; polar coordinate parameters; small miss-distance; Acceleration; Azimuth; Drag; Fuzzy control; Fuzzy logic; Gravity; Humans; Inference algorithms; Missiles; Tracking;
Conference_Titel :
Control Applications, 1999. Proceedings of the 1999 IEEE International Conference on
Conference_Location :
Kohala Coast, HI
Print_ISBN :
0-7803-5446-X
DOI :
10.1109/CCA.1999.806672