Chaotic Behavior and Adaptive Control of the Arch MEMS Resonator With State Constraint and Sector Input

doi:10.1109/JSEN.2018.2854792

	Chaotic Behavior and Adaptive Control of the Arch MEMS Resonator With State Constraint and Sector Input
	Luo, Shaohua 1; Li, Shaobo 1,2; Phung, Trandinh 3; Hu, Jianjun 4
	2018-09-01
发表期刊	IEEE SENSORS JOURNAL
ISSN	1530-437X
卷号	18 期号:17 页码:6986-6995
摘要	This paper mainly investigates adaptive control problem of the arch micro-electro-mechanical system (MEMS) resonator. To facilitate controller design, the power spectrum and bifurcation diagram are provided to judge whether the arch MEMS resonator is in chaotic oscillation or not under distributed electrostatic actuation. In the process of creating the controller, the Nussbaum function is employed to solve the issue of unknown control direction from the sector nonlinear input, and the barrier Lyapunov function is utilized to prevent constraint violation when the arch MEMS resonator faces physical limitations. Meanwhile a first-order filter is introduced to prevent repeated computation of the virtual control signal, and a Chebyshev neural network by merging an adaptive law is adopted to learn the behavior of unknown dynamics. Furthermore, an extended state observer which lifts the constraint against physical sensors is developed to estimate immeasurable states. Then, an adaptive control scheme fused with the Nussbaum function, filter and observer is created in the framework of backstepping without imposing any conditions on state variables and control direction of sector input. It is proved that all signals in the closed-loop system are bounded by selecting parameters appropriately. Finally, simulation verifications are presented to show the feasibility of the proposed method.
关键词	Arch MEMS resonator nonlinear dynamics adaptive control Chebyshev neural network Nussbaum function
DOI	10.1109/JSEN.2018.2854792
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[51505170] ; National Natural Science Foundation of China[51475097] ; Research Project of Introduction of Talents of Guizhou University[[2017]27] ; Major Research Plan of the National Natural Science Foundation of China[91746116] ; Key Scientific Research Program of Guizhou Province[[2017]3001] ; High-Level Innovative Talent Program of Guizhou Province[[2015]4011]
WOS研究方向	Engineering ; Instruments & Instrumentation ; Physics
WOS类目	Engineering, Electrical & Electronic ; Instruments & Instrumentation ; Physics, Applied
WOS记录号	WOS:000441935000009
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：6[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/5013
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Li, Shaobo
作者单位	1.Guizhou Univ, Key Lab Adv Mfg Technol, Minist Educ, Guiyang 550025, Guizhou, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 3.Vietnam Hungary Ind Univ, Sch Mech Engn, Hanoi 100803, Vietnam 4.Univ South Carolina, Dept Comp Sci & Engn, Columbia, SC 29201 USA
推荐引用方式 GB/T 7714	Luo, Shaohua,Li, Shaobo,Phung, Trandinh,et al. Chaotic Behavior and Adaptive Control of the Arch MEMS Resonator With State Constraint and Sector Input[J]. IEEE SENSORS JOURNAL,2018,18(17):6986-6995.
APA	Luo, Shaohua,Li, Shaobo,Phung, Trandinh,&Hu, Jianjun.(2018).Chaotic Behavior and Adaptive Control of the Arch MEMS Resonator With State Constraint and Sector Input.IEEE SENSORS JOURNAL,18(17),6986-6995.
MLA	Luo, Shaohua,et al."Chaotic Behavior and Adaptive Control of the Arch MEMS Resonator With State Constraint and Sector Input".IEEE SENSORS JOURNAL 18.17(2018):6986-6995.