Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第33回ISCIE「確率システム理論と応用」国際シンポジウム(2001年10月, 栃木)
A noise attenuation property of the Kalman filter
K. YamanakaK. Uchida
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2002 年 2002 巻 p. 246-248

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A state estimation problem is considered for linear systems driven by white noise. The observation noise is assumed to be a second-order process fully unknown except for the total mean power. The Kalman-Bucy filter is adopted here as state estimator. The main result is a necessary and sufficient condition, stated in terms of the Hamiltonian matrix, for the Kalman-Bucy filter to guarantee error covariance less than that performed under the nominal condition where the observation noise is white.
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© 2002 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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