Abstract
This chapter is concerned with the networked distributed estimation problem. A set of agents (observers) are assumed to be estimating the state of a large-scale process. Each of them must provide a reliable estimate of the state of the plant, but it have only access to some plant outputs. Local observability is not assumed, so the agents need to communicate and collaborate to obtain their estimates. This chapter proposes a structure of the observers, which merges local Luenberger-like estimators with consensus matrices.
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Notes
- 1.
We remove the functional dependences to alleviate the notation.
- 2.
We remove time indices to alleviate the notation.
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© 2015 Springer International Publishing Switzerland
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Millán, P., Vivas, C., Fischione, C. (2015). Distributed Event-Based Observers for LTI Systems. In: Guinaldo Losada, M., Rodríguez Rubio, F., Dormido Bencomo, S. (eds) Asynchronous Control for Networked Systems. Springer, Cham. https://doi.org/10.1007/978-3-319-21299-9_8
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DOI: https://doi.org/10.1007/978-3-319-21299-9_8
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Online ISBN: 978-3-319-21299-9
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