Stabilization of Markovian Jump Systems With Quantized Input and Generally Uncertain Transition Rates

This study addresses the stabilization condition for Markovian jump systems with quantized input and generally uncertain transition rates. To stabilize Markovian jump systems with nonlinear inputs using only partial knowledge regarding to the transition rates, the proposed controller is designed as...

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Main Authors: Won Il Lee, Bum Yong Park
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9446841/
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author Won Il Lee
Bum Yong Park
author_facet Won Il Lee
Bum Yong Park
author_sort Won Il Lee
collection DOAJ
description This study addresses the stabilization condition for Markovian jump systems with quantized input and generally uncertain transition rates. To stabilize Markovian jump systems with nonlinear inputs using only partial knowledge regarding to the transition rates, the proposed controller is designed as two control parts: a linear control part for stabilizing the system and a nonlinear control part for eliminating undesirable effects from the quantized input. Moreover, an appropriate weighting method, using lower and upper bounds of the partial transition rate, is employed to derive a less conservative stability condition. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed controller.
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spelling doaj.art-f76711332181410ab31a724bd49b814a2022-12-22T03:47:30ZengIEEEIEEE Access2169-35362021-01-019834998350610.1109/ACCESS.2021.30865049446841Stabilization of Markovian Jump Systems With Quantized Input and Generally Uncertain Transition RatesWon Il Lee0https://orcid.org/0000-0002-0851-3113Bum Yong Park1https://orcid.org/0000-0001-9490-0365The Division of Electrical Engineering, Kumoh National Institute of Technology, Gumi-si, Republic of KoreaDepartment of IT Convergence Engineering, The Division of Electrical Engineering, Kumoh National Institute of Technology, Gumi-si, Republic of KoreaThis study addresses the stabilization condition for Markovian jump systems with quantized input and generally uncertain transition rates. To stabilize Markovian jump systems with nonlinear inputs using only partial knowledge regarding to the transition rates, the proposed controller is designed as two control parts: a linear control part for stabilizing the system and a nonlinear control part for eliminating undesirable effects from the quantized input. Moreover, an appropriate weighting method, using lower and upper bounds of the partial transition rate, is employed to derive a less conservative stability condition. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed controller.https://ieeexplore.ieee.org/document/9446841/Linear matrix inequalityMarkovian jump systemquantized inputuncertain transition rate
spellingShingle Won Il Lee
Bum Yong Park
Stabilization of Markovian Jump Systems With Quantized Input and Generally Uncertain Transition Rates
IEEE Access
Linear matrix inequality
Markovian jump system
quantized input
uncertain transition rate
title Stabilization of Markovian Jump Systems With Quantized Input and Generally Uncertain Transition Rates
title_full Stabilization of Markovian Jump Systems With Quantized Input and Generally Uncertain Transition Rates
title_fullStr Stabilization of Markovian Jump Systems With Quantized Input and Generally Uncertain Transition Rates
title_full_unstemmed Stabilization of Markovian Jump Systems With Quantized Input and Generally Uncertain Transition Rates
title_short Stabilization of Markovian Jump Systems With Quantized Input and Generally Uncertain Transition Rates
title_sort stabilization of markovian jump systems with quantized input and generally uncertain transition rates
topic Linear matrix inequality
Markovian jump system
quantized input
uncertain transition rate
url https://ieeexplore.ieee.org/document/9446841/
work_keys_str_mv AT wonillee stabilizationofmarkovianjumpsystemswithquantizedinputandgenerallyuncertaintransitionrates
AT bumyongpark stabilizationofmarkovianjumpsystemswithquantizedinputandgenerallyuncertaintransitionrates