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System identification using binary sensor's
Wang, LY; Zhang, JF; Yin, GG
2003-11-01
Source PublicationIEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN0018-9286
Volume48Issue:11Pages:1892-1907
AbstractSystem 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.
Keywordbinary sensors estimation system identification time complexity
DOI10.1109/TAC.2003.819073
Language英语
WOS Research AreaAutomation & Control Systems ; Engineering
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic
WOS IDWOS:000186505800002
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation statistics
Cited Times:122[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/18128
Collection中国科学院数学与系统科学研究院
Affiliation1.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
Recommended Citation
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.
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