DocumentCode
2085295
Title
Online modeling for rotational speed of helicopter rotor based on Support Vector Machine
Author
Wang, Shuzhou ; San, Ye ; Wang, Shuwen
Author_Institution
Control & Simulation Centre, Harbin Inst. of Technol., Harbin, China
Volume
1
fYear
2008
fDate
17-19 Nov. 2008
Firstpage
987
Lastpage
990
Abstract
Support vector machine is a new method developed recently. It has shown good performance in many field and mostly outperformed neural networks. So SVM is introduced to the field of intelligent modeling of helicopter, and an online modeling method for helicopter based on SVM is proposed. It is shown by simulation that the online SVM modeling method leads to a significant speed up in the training process, whilst maintain the generalization precision.
Keywords
aerospace computing; helicopters; support vector machines; SVM; helicopter rotor rotational speed; intelligent modeling; online modeling method; support vector machine; Aerodynamics; Aerospace simulation; Helicopters; Intelligent systems; Kernel; Knowledge engineering; Machine intelligence; Neural networks; Rotors; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
Conference_Location
Xiamen
Print_ISBN
978-1-4244-2196-1
Electronic_ISBN
978-1-4244-2197-8
Type
conf
DOI
10.1109/ISKE.2008.4731073
Filename
4731073
Link To Document