Identification both of the unknown plant and noise parameters of the K aim an filter†
作者:
C. T. LEONDES,
T. K. SIU,
期刊:
International Journal of Systems Science
(Taylor Available online 1980)
卷期:
Volume 11,
issue 6
页码: 711-720
ISSN:0020-7721
年代: 1980
DOI:10.1080/00207728008967048
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
A sequence which has properties similar to the innovation sequence is defined. Its properties are used to test whether a particular Kalman filter is performing optimally or not. This test also tells whether the transition matrix Φ and the control matrixG, and/or the noise matricesQandR, are exactly modelled or not. If the filter is not optimal, an identification scheme is developed to estimate those inexact parameters. This scheme is also applicable to determine the steady-state Kalman gain matrix K directly without the immediate determination of the unknownQandR
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