Abstract
The estimation of unknown variables of a system, the plant, based on a set of known or measured variables is a fundamental and widely studied problem of system theory. We investigate observers that solve this task in the behavioral setting. Our framework includes the discrete and the continuous linear time-invariant cases, and various notions of when a signal is considered to be small. We characterize the observers that guarantee a small estimation error as those containing the 'essential part' of the plant behavior. A constructive one-to-one parametrization of all such observers follows naturally from this result.
Original language | English |
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Article number | 6750736 |
Pages (from-to) | 1778-1788 |
Number of pages | 11 |
Journal | IEEE Transactions on Automatic Control |
Volume | 59 |
Issue number | 7 |
DOIs | |
Publication status | Published - Jul 2014 |