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State Estimation for Linear Systems With Quadratic Outputs | IEEE Journals & Magazine | IEEE Xplore
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State Estimation for Linear Systems With Quadratic Outputs


Abstract:

This letter deals with the problem of state estimation for a class of systems involving linear dynamics with multiple quadratic output measurements. We propose a systemat...Show More

Abstract:

This letter deals with the problem of state estimation for a class of systems involving linear dynamics with multiple quadratic output measurements. We propose a systematic approach to immerse the original system into a linear time-varying (LTV) system of a higher dimension. The methodology extends the original system by incorporating a minimum number of auxiliary states, ensuring that the resulting extended system exhibits both linear dynamics and linear output. Consequently, any Kalman-type observer can showcase global state estimation, provided the system is uniformly observable.
Published in: IEEE Control Systems Letters ( Volume: 7)
Page(s): 3872 - 3877
Date of Publication: 18 December 2023
Electronic ISSN: 2475-1456

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