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System identification using binary sensor's

delete2003-11-01
delete221
PRE
AI
王
王乐 (Le Yi Wang) *
张
张纪凤 (Ji‐Feng Zhang)
G
G. George Yin
DOI:10.1109/TAC.2003.819073delete
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Abstract

Abstract

En 中文
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.
Keywords:
binary sensors
estimation
system identification
time complexity
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Journal

IEEE Transactions on Automatic Control cover
IEEE Transactions on Automatic Control
IF:
7
Papers:
1.3W
Citations:
6.7W

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No organization information available
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