Design and Application of Suboptimal Mixed H/H Controllers for Networked Control Systems
This brief tackles the problem of designing suboptimal H 2 /H ∞ controllers for linear networked control systems (NCS) subject to time-varying delays and packet dropouts. The formulation provides state feedback NCS controllers allowing to tradeoff performance and disturbance rejection. The control o...
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Published in | IEEE transactions on control systems technology Vol. 20; no. 4; pp. 1057 - 1065 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
IEEE
01.07.2012
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Subjects | |
Online Access | Get full text |
ISSN | 1063-6536 1558-0865 |
DOI | 10.1109/TCST.2011.2149526 |
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Abstract | This brief tackles the problem of designing suboptimal H 2 /H ∞ controllers for linear networked control systems (NCS) subject to time-varying delays and packet dropouts. The formulation provides state feedback NCS controllers allowing to tradeoff performance and disturbance rejection. The control objective consists in designing an H 2 suboptimal control minimizing a quadratic performance index, with a disturbance rejection constraint (H ∞ constraint). To characterize the network, only the lower and upper bounds for the delay, as well as the maximum number of consecutive dropouts are required. The approach relies on the formulation of the problem in terms of the minimization of a single scalar parameter, that can be cast as a standard linear matrix inequality (LMI) problem, yielding a suboptimal cost-guaranteed solution. As a difference from previous works, the solution provided is independent of initial conditions. Stability and robustness properties of the proposed controller are theoretically demonstrated and tested on an experimental testbed consisting in the stabilization of a robot arm in the proximities of the unstable upright position. The application shows good performance and disturbance rejection capabilities even for stringent network conditions. |
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AbstractList | This brief tackles the problem of designing suboptimal H 2 /H ∞ controllers for linear networked control systems (NCS) subject to time-varying delays and packet dropouts. The formulation provides state feedback NCS controllers allowing to tradeoff performance and disturbance rejection. The control objective consists in designing an H 2 suboptimal control minimizing a quadratic performance index, with a disturbance rejection constraint (H ∞ constraint). To characterize the network, only the lower and upper bounds for the delay, as well as the maximum number of consecutive dropouts are required. The approach relies on the formulation of the problem in terms of the minimization of a single scalar parameter, that can be cast as a standard linear matrix inequality (LMI) problem, yielding a suboptimal cost-guaranteed solution. As a difference from previous works, the solution provided is independent of initial conditions. Stability and robustness properties of the proposed controller are theoretically demonstrated and tested on an experimental testbed consisting in the stabilization of a robot arm in the proximities of the unstable upright position. The application shows good performance and disturbance rejection capabilities even for stringent network conditions. |
Author | Rubio, F. R. Millan, P. Alamo, T. Bejarano, G. Vivas, C. Orihuela, L. |
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Cites_doi | 10.1109/9.618250 10.1007/s10957-006-9151-3 10.1109/TCST.2008.922570 10.1007/978-1-4612-4342-7 10.1080/00207720110052003 10.1109/JPROC.2006.887288 10.1002/rnc.1307 10.1007/0-8176-4404-0_18 10.1109/TCST.2008.2004346 10.1016/S0967-0661(02)00238-1 10.1137/1.9780898718010.ch4 10.1016/j.automatica.2004.12.011 10.1016/S0898-1221(04)90085-5 10.1109/TAC.2008.919547 |
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SubjectTerms | Actuators Cost function Delay H_{2}/H_{\infty} control linear matrix inequalities Lyapunov-Krasovskii functionals Minimization Networked control systems networked control systems (NCS) Robots |
Title | Design and Application of Suboptimal Mixed H/H Controllers for Networked Control Systems |
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