A necessary condition for effective performance of the multiplemodel adaptive estimator |
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Authors: | Caputi MJ |
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Institution: | Dept. of Eng., Hofstra Univ., Hempstead, NY; |
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Abstract: | Effective adaptive estimation for a general linear system driven by an input modeled by a randomly switching Gaussian process is considered. The performance of the multiple model adaptive estimator (MMAE) is, in some cases, unexpectedly hampered by a necessary condition not satisfied by the linear system. This key dependency for effective MMAE performance is based on a particular property of the DC gain of the linear system |
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