A unified approach to multivariable discrete-time filtering based on the Wiener-theory
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Institute of Mathematics ASCR
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Several theories of discrete-time optimal filtering are in current use but the relationships between these theories is not always appreciated. By using a slightly modified form of the Wiener theory, a unification of the various methods is obtainable. In the present paper this approach is used to discuss in the multivariable case, instantaneous filtering, one-step delayed filtering, fixed-lag filtering, and prediction. It is shown that the one-step delay filter has a natural feedback structure related to the Kalman filter. The relation of the theory with the Hagander -Wittenma rk filter is also discussed.Description
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Kybernetika, vol.23(3), pp.177 - 197
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Copyright © 1987. Institute of Information Theory and Automation AS CR.
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