State-estimators for chemical reaction networks of Feinberg-Horn-Jackson zero deficiency type

Details State-estimators for chemical reaction networks of Feinberg-Horn-Jackson zero deficiency type State-estimators for chemical reaction networks of Feinberg-Horn-Jackson zero deficiency type

2000-12-16

arxiv.org/abs/math/0012130v1

Mathematics

Optimization and Control

Related work in http://www.math.rutgers.edu/~sontag/papers.html

Scientific paper

One of the most interesting questions in control theory is that of constructing observers. Observers compute estimates of the internal states of a dynamical system, using data provided by measurement probes or partial state information. For linear systems, Luenberger observers (also known as "deterministic Kalman filters" since they amount to Kalman filters designed without regard to the statistics of measurement noise) provide a general solution, but, for nonlinear systems, establishing generally applicable conditions for existence and convergence of observers is an open and active area of research. This paper provides a necessary and sufficient condition for detectability, and an explicit construction of observers when this condition is satisfied, for chemical reaction networks of the Feinberg-Horn-Jackson zero deficiency type.

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