System identification using binary sensor's

doi:10.1109/TAC.2003.819073

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	System identification using binary sensor's
	Wang, LY ; Zhang, JF; Yin, GG
	2003-11-01
发表期刊	IEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN	0018-9286
卷号	48 期号:11 页码:1892-1907
摘要	System identification is investigated for,plants that are equipped with only binary-valued sensors. Optimal identification errors, time complexity, optimal input design, and impact of disturbances and unmodeled dynamics on identification accuracy and complexity are examined in both stochastic and deterministic information frameworks. It is revealed that binary sensors impose fundamental limitations on identification accuracy and time complexity, and carry distinct features beyond identification with regular sensors. Comparisons between the stochastic and deterministic frameworks indicate a complementary nature in their utility in binary-sensor identification.
关键词	binary sensors estimation system identification time complexity
DOI	10.1109/TAC.2003.819073
语种	英语
WOS研究方向	Automation & Control Systems ; Engineering
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000186505800002
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/18128
专题	系统科学研究所
通讯作者	Wang, LY
作者单位	1.Wayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA 2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Beijing 100080, Peoples R China 3.Wayne State Univ, Dept Math, Detroit, MI 48202 USA
推荐引用方式 GB/T 7714	Wang, LY,Zhang, JF,Yin, GG. System identification using binary sensor's[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2003,48(11):1892-1907.
APA	Wang, LY,Zhang, JF,&Yin, GG.(2003).System identification using binary sensor's.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,48(11),1892-1907.
MLA	Wang, LY,et al."System identification using binary sensor's".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 48.11(2003):1892-1907.