Title :
Modeling of miniature unmanned helicopter for hovering status based on least square support vector machine
Author :
Degang, Huang ; Jiande, Wu ; Yugang, Fan ; Xiaodong, Wang ; Ting, Feng
Author_Institution :
Fac. of Inf. Eng. & Autom., Kunming Univ. of Sci. & Technol., Kunming, China
Abstract :
Miniature unmanned helicopter (MUH) is controlled member which is very complicated. There are highly nonlinear, close coupled, time-variation, open-loop unstable etc. The paper introduces a method of model building for miniature unmanned helicopter (MUH), based on least square support vector machine. Having been tested with practical flight data, the method of model building manifests well.
Keywords :
aerospace control; aerospace robotics; helicopters; least squares approximations; remotely operated vehicles; support vector machines; hovering status; least square support vector machine; miniature unmanned helicopter; practical flight data; Computational modeling; close coupled; kernel function; least square support vector machine; miniature unmanned helicopter (MUH); nonlinear;
Conference_Titel :
Knowledge Acquisition and Modeling (KAM), 2010 3rd International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8004-3
DOI :
10.1109/KAM.2010.5646307