KMS Of Academy of mathematics and systems sciences, CAS
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. |
条目包含的文件 | 条目无相关文件。 |
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