By Heinz Unbehauen
Bringing jointly vital advances within the box of continuing procedure id, this booklet bargains with either parametric and nonparametric tools. It can pay exact awareness to the matter of maintaining non-stop version parameters within the estimation equations, to which all of the latest concepts utilized in estimating discrete types could be utilized. it's aimed toward either the educational researcher and the keep an eye on engineer in undefined. The innovations coated variety from sure easy numerical or graphical equipment acceptable to a few of the usually encountered version varieties, to appealing recursive algorithms for non-stop version identity appropriate for actual time implementation. those comprise the new equipment in response to orthogonal features resembling these of Walsh and Poisson second functionals. a few ideas according to solid version edition rules also are awarded and illustrated.
Introduction. Continuous-Time versions of Dynamical structures. Nonparametric types. Parametric types. Stochastic versions of Linear Time-Invariant structures. versions of allotted Parameter platforms (DPS). signs and their Representations. features within the usual experience. Distribution or Generalized features. id of Linear Time-Invariant (LTIV) platforms through Nonparametric versions. The position of Nonparametric types in non-stop method identity. attempt signs for process identity. id of Linear Time-Invariant platforms - Time-Domain process. Frequency-Domain technique. tools for acquiring move capabilities from Nonparametric versions. Numerical modifications among Time- and Frequency-Domains. Parameter Estimation for Continuous-Time types. the first level. The Secondary degree: Parameter Estimation. id of Linear platforms utilizing Adaptive types. Gradient equipment. Frequency-Domain. balance concept. Linear Filters. id of Multi-Input Multi-Output (MIMO) platforms, allotted Parameter structures (DPS) and platforms with Unknown Delays and Nonlinear components. MIMO platforms. Time-Varying Parameter structures (TVPS). Lumped platforms with Unknown Time-Delays. id of platforms with Unknown Nonlinear parts. identity of allotted Parameter structures. decision of procedure constitution. Index
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Additional resources for Identification of continuous systems
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