Robust suboptimal control over lossy networks using extended input schemes

We consider an optimal control problem for networked, linear systems, where the loop is closed via a lossy network with a lossy acknowledgment mechanism. So, the data send from the controller to the actuators might be lost. In these cases often specific strategies called input scheme are used to choose backup inputs. In this work we employ an extended class of such strategies. We derive the necessary optimality conditions for linear controllers. Moreover, we present heuristic methods as well as bilinear matrix inequalities to determine these controllers in a suboptimal way. Examples illustrate that these extended input schemes can improve the performance.

[1]  Tamer Basar,et al.  Optimal control of LTI systems over unreliable communication links , 2006, Autom..

[2]  Markus Kögel,et al.  On optimal control over networks with lossy links , 2009 .

[3]  João Pedro Hespanha,et al.  A Survey of Recent Results in Networked Control Systems , 2007, Proceedings of the IEEE.

[4]  W. L. Koning,et al.  Compensatability and optimal compensation of systems with white parameters , 1992 .

[5]  Emanuele Garone,et al.  LQG control over lossy TCP-like networks with probabilistic packet acknowledgements , 2010 .

[6]  C. Scherer,et al.  Linear Matrix Inequalities in Control , 2011 .

[7]  Johan Löfberg,et al.  YALMIP : a toolbox for modeling and optimization in MATLAB , 2004 .

[8]  Frank Allgöwer,et al.  Optimal and optimal-linear control over lossy, distributed networks , 2011 .

[9]  Luca Schenato,et al.  To Zero or to Hold Control Inputs With Lossy Links? , 2009, IEEE Transactions on Automatic Control.

[10]  Bruno Sinopoli,et al.  Foundations of Control and Estimation Over Lossy Networks , 2007, Proceedings of the IEEE.

[11]  Bruno Sinopoli,et al.  Receding Horizon Networked Control , 2006 .

[12]  Michael Stingl,et al.  PENNON: A code for convex nonlinear and semidefinite programming , 2003, Optim. Methods Softw..

[13]  Alberto Leon-Garcia,et al.  Communication Networks , 2000 .

[14]  Johan Nilsson,et al.  Real-Time Control Systems with Delays , 1998 .

[15]  K. Poolla,et al.  Optimal Linear LQG Control Over Lossy Networks Without Packet Acknowledgment , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[16]  Tai C Yang,et al.  Networked control system: a brief survey , 2006 .

[17]  S. Sastry,et al.  Optimal control with unreliable communication: the TCP case , 2005, Proceedings of the 2005, American Control Conference, 2005..

[18]  Andrea J. Goldsmith,et al.  Ieee Copyright Statement: Lqg Control for Distributed Systems over Tcp-like Erasure Channels , 2022 .

[19]  M J Kögel,et al.  Optimal control over unreliable networks with uncertain loss rates , 2010, Proceedings of the 2010 American Control Conference.