1. Introduction and motivation
The subject of this tutorial falls within the domain of the theory
of automatic control and estimation for dynamical systems (having
technical or natural origins) by focusing on the tools and concepts
that provide a fast or accelerated achievement of the regulation and
observation objectives.
In engineering practice, it is frequently needed to reconstruct
some variables of interest from the measured data on a process, while
it is impossible, or too expensive, to install a sensor directly evaluating
this variable. Such a problem is called
estimation
(e.g., derivation
of velocity of a coordinate or a parameter of a model). Once the values
of this variable become known, the problem of its...
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Introduction and motivation