Essays about: "parametric identification methods."
Found 5 essays containing the words parametric identification methods..
-
1. Convex Optimization Methods for System Identification
University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)Abstract : The extensive use of a least-squares problem formulation in many fields is partly motivated by the existence of an analytic solution formula which makes the theory comprehensible and readily applicable, but also easily embedded in computer-aided design or analysis tools. While the mathematics behind convex optimization has been studied for about a century, several recent researches have stimulated a new interest in the topic. READ MORE
-
2. Nonparametric System Identification of an Autonomous Helicopter
University essay from KTH/ReglerteknikAbstract : The unmanned helicopter Skeldar relies on model based control to per form its tasks. System identification is an integral component in the process of deriving models of helicopter dynamics. READ MORE
-
3. Detection of illegal narcotics using NQR
University essay from Lunds universitet/Matematisk statistikAbstract : This masters thesis deals with mathematical signal detection in the field of NQR, Nuclear Quadrapole Resonance, which is a non-invasive spectroscopic technique used to identify specific substances. The thesis has two main focuses, where the first is to propose novel methods for parameter estimation, especially for identification of unknown signals. READ MORE
-
4. A Study of Impulse Response System Identification
University essay from Karlstads universitet/Fakulteten för teknik- och naturvetenskapAbstract : In system identification, different methods are often classified as parametric or non-parametric methods. For parametric methods, a parametric model of a system is considered and the model parameters are estimated. For non-parametric methods, no parametric model is used and the result of the identification is given as a curve or a function. READ MORE
-
5. Maximum Likelihood Estimation of Hammerstein Models
University essay from Institutionen för systemteknikAbstract : In this Master's thesis, Maximum Likelihood-based parametric identification methods for discrete-time SISO Hammerstein models from perturbed observations on both input and output, are investigated. Hammerstein models, consisting of a static nonlinear block followed by a dynamic linear one, are widely applied to modeling nonlinear dynamic systems, i. READ MORE
