Stochastic stability and stabilization of a class of piecewise-homogeneous Markov jump linear systems with mixed uncertainties
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.3602
Abstract: Summary This paper investigates the stochastic stability and stabilization problem for a general class of uncertain, continuous-time Markov jump linear systems (MJLSs). The system under consideration is a piecewise-homogenous Markovian structure subject to piecewise-constant time-varying… read more here.
Keywords: system; stochastic stability; piecewise; jump linear ... See more keywords
Robust H2 filtering of phase‐type semi‐Markov jump linear systems with cluster observations
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.7253
Abstract: In this work we study the design of H2$$ {H}_2 $$ filters for phase‐type (PH) semi‐Markov jump linear systems, considering partial information on the system's operating mode and possible parameter uncertainties. With respect to the… read more here.
Keywords: markov jump; semi markov; jump linear; markov ... See more keywords
Quantized control for uncertain singular Markovian jump linear systems with general incomplete transition rates
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Control, Automation and Systems"
DOI: 10.1007/s12555-014-0171-8
Abstract: Quantization is indeed a natural way to take into consideration in the control design of the complexity constraints for the controller as well as the communication constraints in the information exchange between the controller and… read more here.
Keywords: uncertain singular; transition; markovian jump; singular markovian ... See more keywords
Risk-sensitive control of Markov jump linear systems: Caveats and difficulties
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DOI: 10.1007/s12555-015-0114-z
Abstract: In this technical note, we revisit the risk-sensitive optimal control problem for Markov jump linear systems (MJLSs). We first demonstrate the inherent difficulty in solving the risk-sensitive optimal control problem even if the system is… read more here.
Keywords: risk sensitive; control; jump linear; markov jump ... See more keywords
Online end-use energy disaggregation via jump linear models
Sign Up to like & getrecommendations! Published in 2019 at "Control Engineering Practice"
DOI: 10.1016/j.conengprac.2019.05.011
Abstract: Abstract This paper presents two iterative algorithms for non-intrusive appliance load monitoring, which aims to decompose the aggregate power consumption only measured at the household level into the contributions of the individual electric appliances. The… read more here.
Keywords: use energy; jump linear; power; end use ... See more keywords
Impulsive Markov jump linear systems: Stability analysis and H2 control
Sign Up to like & getrecommendations! Published in 2021 at "Nonlinear Analysis: Hybrid Systems"
DOI: 10.1016/j.nahs.2021.101089
Abstract: Abstract In this work, we present an impulsive Markov jump linear system model. We show how the present model generalises previous works from the literature, and we devise necessary and sufficient conditions for stability and… read more here.
Keywords: control; stability; jump linear; markov jump ... See more keywords
Stochastic stability robustness and H2 performance robustness of continuous-time Markovian jump linear systems with uncertain transition rates via μ analysis
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Control"
DOI: 10.1080/00207179.2024.2309191
Abstract: This paper considers the stability robustness and $ H_2 $ H2 performance robustness of continuous-time Markovian jump linear systems with uncertain transition rates. Based on the Kronecker product, the robustness problems are transformed into problems… read more here.
Keywords: robustness; markovian jump; performance; jump linear ... See more keywords
Structure-Exploiting Distributionally Robust Control of Non-Homogeneous Markov Jump Linear Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2024.3520348
Abstract: The contribution of this letter is the mean-square stabilization of discrete-time Markov jump linear systems with mixed known, unknown, and time-varying transition probabilities. To handle uncertainties in the transition probabilities, we develop a control strategy… read more here.
Keywords: linear systems; markov jump; control; jump linear ... See more keywords
Regulation of Markov Jump Linear Systems Subject to Polytopic Uncertainties
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2022.3181567
Abstract: When discrete-time Markov jump linear systems are prone to the damaging effects of polytopic uncertainties, it is necessary to address all the vertices of each Markov mode in order to properly design robust controllers. To… read more here.
Keywords: jump linear; polytopic uncertainties; markov jump; regulation markov ... See more keywords
JLS-PPC: A Jump Linear System Framework for Networked Control
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DOI: 10.1109/tcst.2016.2589822
Abstract: We present a unified formalism for multiagent networked control and estimation with scheduling, delays, and packet loss in the communication channels between the controller and distributed sensors and actuators. The modular framework is a combined… read more here.
Keywords: linear system; framework; control; jump linear ... See more keywords
Asynchronous-Switching-Based Distributed Interval Filtering for Positive Markov Jump Linear Systems Under Denial-of-Service Attack
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2022.3205153
Abstract: This article presents an asynchronous distributed interval filtering method for discrete-time positive Markov jump linear systems (MJLSs) with bounded disturbance under the denial-of-service attack. By designing an asynchronous switching-distributed mechanism that depends on a randomly… read more here.
Keywords: positive markov; jump linear; markov jump; distributed interval ... See more keywords