This monograph deals with approximation and noise cancellation of dyn- ical systems which include linear and nonlinear input/output relationships. Using this method will allow model description to be treated as noise reduction or model reduction without having to bother, for example, with solving many partial di?er- tial equations.
From the reviews: "The volume under review is addressed to advanced students, researchers and engineers specialized in filtering theory, system theory, and digital images analysis. Its content is organized into nine chapters, clustered in two parts. ... The volume is completed by references and index." (Milan Mares, Zentralblatt MATH, Vol. 1200, 2011)
Innehållsförteckning
Algebraically Approximate and Noisy Realization of Discrete-Time Dynamical Systems.- Input/Output Map and Additive Noises.- Algebraically Approximate and Noisy Realization of Linear Systems.- Algebraically Approximate and Noisy Realization of So-called Linear Systems.- Algebraically Approximate and Noisy Realization of Almost Linear Systems.- Algebraically Approximate and Noisy Realization of Pseudo Linear Systems.- Algebraically Approximate and Noisy Realization of Affine Dynamical Systems.- Algebraically Approximate and Noisy Realization of Linear Representation Systems.- Algebraically Approximate and Noisy Realization of Digital Images.- Algebraically Approximate and Noisy Realization of Two-Dimensional Images.