Adaptive Non-singleton Interval Type-2 Fuzzy Logic Controller Design for Flexible Air-breathing Hypersonic Vehicles against Measurement Noise | |
Tao Xinlong1,2; Yi Jianqiang1,2; Fan Guoliang1,2; Zhang Jianhong3 | |
2016 | |
会议名称 | the 7th International Symposium on Computational Intelligence and Industrial Applications (ISCIIA 2016) |
会议日期 | November 3-6, 2016 |
会议地点 | Beijing, China |
出版者 | Fuji Technology Press |
摘要 | In this paper, an adaptive non-singleton interval type-2 fuzzy logic controller (ANSIT2-FLC) is proposed for the flexible air-breathing hypersonic vehicle (FAHV) in order to make the velocity and altitude of the FAHV track the reference commands in a good manner when measurement noise exists in the velocity channel and altitude channel. After model linearization, a dynamic inversion controller is designed to obtain the control inputs. Then, non-singleton interval type-2 fuzzy logic system (NSIT2-FLS) is applied to deal with the measurement noise in the feedback signals as well as to approximate the uncertain terms in the dynamic inversion controller. Afterwards, adaptive laws are designed to minimize the tracking errors. Low-pass filters are further employed to filter out the high frequency noise in the output signals, while tracking differentiators (TDs) and nonlinear state observers (NSOs) are utilized to obtain the high-order derivatives of the command signals and output signals respectively. Simulations show that all the performance criteria values of ANSIT2-FLS are smaller than those of singleton IT2-FLC, which demonstrates the effectiveness of our proposed controller. |
关键词 | Non-singleton Interval Type-2 Fuzzy Logic System Dynamic Inversion Control Flexible Air-breathing Hypersonic Vehicle Measurement Noise |
收录类别 | EI |
语种 | 英语 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/23657 |
专题 | 综合信息系统研究中心 |
作者单位 | 1.Institute of Automation, Chinese Academy of Sciences, Beijing 100190, P. R. China 2.University of Chinese Academy of Sciences, Beijing 100049, P. R. China 3.Beijing Aerospace Automatic Control Institute, Beijing 100854, P. R. China |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Tao Xinlong,Yi Jianqiang,Fan Guoliang,et al. Adaptive Non-singleton Interval Type-2 Fuzzy Logic Controller Design for Flexible Air-breathing Hypersonic Vehicles against Measurement Noise[C]:Fuji Technology Press,2016. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
20160822-Adaptive No(388KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 |
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