Partial observability of finite dimensional linear systems
Mohamed Elkhail Danine, Abdes Samed Bernoussi, Abdelaziz Bel Fekih
Abstract
Open-access reader
Mohamed Elkhail Danine, Abdes Samed Bernoussi, Abdelaziz Bel Fekih
Abstract
Open-access reader
Abstract In this work, we consider the partial observability problem for finite dimensional dynamical linear systems that are not necessarily observable. For that purpose we introduce the so called “observable subspaces” and “partial observability” to find a way to reconstruct the observable part of the system state. Some characterizations of “observable subspaces” have been provided. The reconstruction of the orthogonal projection of the state on the observable subspace is obtained. We give some examples to illustrate our theoretical approach.
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Abstract In this work, we consider the partial observability problem for finite dimensional dynamical linear systems that are not necessarily observable. For that purpose we introduce the so called “observable subspaces” and “partial observability” to find a way to reconstruct the observable part of the system state. Some characterizations of “observable subspaces” have been provided. The reconstruction of the orthogonal projection of the state on the observable subspace is obtained. We give some examples to illustrate our theoretical approach.
Key concepts: Observability, Observable, Linear subspace, Projection (relational algebra), Subspace topology, Mathematics, State (computer science), Work (physics)