@inproceedings{c91a677bb95c4b94ba43c770215476df,
title = "A fault-tolerant control of inverse system based on LS-SVM and BBO",
abstract = "For the significance of the Near Space Hypersonic Vehicle(NSHV) at aspect of military and civilian and the huge losses of personnel and property when a fault occurs, it is significant to conduct fault-tolerant research for NSHV and avoid some catastrophic events. This paper presents a fault-tolerant control scheme of inverse system based on improved Least Squares Vector Machine(LS-SVM). The control system takes advantage of the superiority of LS-SVM in solving small sample, high dimension and local minima problems and uses the Biogeography-Based Optimization (BBO) to optimize parameters of SVM for the advantage of BBO in optimizing parameters. Then the inverse system based on LS-SVM is built. Finally, the simulation of NSHV in longitudinal channel demonstrated the effectiveness of the fault-tolerant control method.",
keywords = "BBO, LS-SVM, NSHV, fault-tolerant control, inverse system",
author = "Guobiao Cai and Pengfei Zhang and Jia Song",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 12th IEEE International Conference on Mechatronics and Automation, ICMA 2015 ; Conference date: 02-08-2015 Through 05-08-2015",
year = "2015",
month = sep,
day = "2",
doi = "10.1109/ICMA.2015.7237545",
language = "英语",
series = "2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "555--560",
booktitle = "2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015",
address = "美国",
}