Copula Based Time Delay Estimation for Linear First Order System

DOI

10.2991/ammsa-17.2017.93How to use a DOI?

Keywords

time delay estimation(TDE); first order system; copula; dependence; system identification

Abstract

Time Delay is common and inevitable in the dynamic system. The accuracy of system identification will not be guaranteed if time delay is not accurately estimated or handled properly. Using the theory of dependency measurement, this paper studies the delay identification of SISO system. Firstly, the copula theory is introduced into time delay identification. Secondly, use dependency to measure the relationship of input and output signals and then estimate the time delay with this relationship, Finally, several first order system experiments are used to verify the proposed theory.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Xuguang Wang
AU  - Wei Dong
AU  - Yan Zhang
PY  - 2017/05
DA  - 2017/05
TI  - Copula Based Time Delay Estimation for Linear First Order System
BT  - Proceedings of the 2017 International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2017)
PB  - Atlantis Press
SP  - 414
EP  - 419
SN  - 1951-6851
UR  - https://doi.org/10.2991/ammsa-17.2017.93
DO  - 10.2991/ammsa-17.2017.93
ID  - Wang2017/05
ER  -