Identification and Predictive Control by p-norm Minimization

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F06%3A03118562" target="_blank" >RIV/68407700:21230/06:03118562 - isvavai.cz</a>

Result on the web

—

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

Identification and Predictive Control by p-norm Minimization

Original language description

Real time system parameter estimation from the set of input-output data is usually solved by minimization of quadratic norm errors of system equations - known in the literature as least squares (LS) or mixed LS and TLS. It is known that the utilization of the p-norm instead of the quadratic norm suppresses the wrong measurements (outliers) in tha data. This property is shown for different norms, and it is shown that the influence of outliers is suppressed if p&#8594;1. Also optimal predictive control utilizing p-norm minimization of the criterion is developed, and the simulation results show the properties of such control.

Czech name

Není k dispozici

Czech description

Není k dispozici

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

BC - Theory and management systems

OECD FORD branch

—

Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2006

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Acta Polytechnica

ISSN

1210-2709

e-ISSN

—

Volume of the periodical

46

Issue of the periodical within the volume

1

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

6

Pages from-to

33-38

UT code for WoS article

—

EID of the result in the Scopus database

—