Short-Period Communication and the Role of Zero-Order Holding in Networked Control Systems

We discuss controller design for a networked control system (NCS) in which a stochastic linear time invariant (LTI) plant communicates with a controller over a shared medium. The medium supports a limited number of simultaneous connections between the controller and the plant's sensors and actuators, possibly subject to transmission delays. We restrict communication to periodic medium access sequences which preserve the structural properties of the plant, thus decoupling the selection of the communication from that of the controller. Using the plant's controllability/observability indices as a guide for allocating access, we show that the period of the sequences in question can be shorter than previously established. In addition, we explore the use of sequences designed for a simple NCS model, in which sensors and actuators are "ignored" by the controller when they are not actively communicating, in a more complex, but practical, setting that includes zero-order holding. We include a numerical experiment that illustrates our results in the context of LQG control.

[1]  T. Başar,et al.  To measure or to control: optimal control with scheduled measurements and controls , 2006, 2006 American Control Conference.

[2]  Dimitrios Hristu-Varsakelis,et al.  LQG control of networked control systems with access constraints and delays , 2008, Int. J. Control.

[3]  Dimitrios Hristu-Varsakelis On the period of communication policies for networked control systems, and the question of zero-order holding , 2007, 2007 46th IEEE Conference on Decision and Control.

[4]  P.R. Kumar,et al.  Interrupt-based feedback control over a shared communication medium , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[5]  Lei Zhang,et al.  Communication and control co-design for networked control systems , 2006, Autom..

[6]  Panos J. Antsaklis,et al.  Stability of model-based networked control systems with time-varying transmission times , 2004, IEEE Transactions on Automatic Control.

[7]  D. Hristu Generalized inverses for finite-horizon tracking , 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

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

[9]  G. Guo,et al.  Controllability of periodic systems: continuous and discrete , 2004 .

[10]  S. Liberty,et al.  Linear Systems , 2010, Scientific Parallel Computing.

[11]  R. Evans,et al.  Stabilization with data-rate-limited feedback: tightest attainable bounds , 2000 .

[12]  Wing Shing Wong,et al.  Systems with finite communication bandwidth constraints. II. Stabilization with limited information feedback , 1999, IEEE Trans. Autom. Control..

[13]  Lei Zhang,et al.  Access Scheduling and Controller Design in Networked Control Systems , 2005 .

[14]  R. Kaiman KRONECKER INVARIANTS AND FEEDBACK , 1972 .

[15]  B. Azimi-Sadjadi,et al.  Stability of networked control systems in the presence of packet losses , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[16]  Tamer Basar,et al.  Optimal control of dynamical systems over unreliable communication links , 2004 .

[17]  Dimitrios Hristu-Varsakelis,et al.  Experimenting with hybrid control , 2002 .

[18]  Roger Johansson,et al.  On Communication Requirements for Control-by-Wire Applications , 2003 .

[19]  Guangming Xie,et al.  Stabilization of a class switched linear systems , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[20]  D. Hristu-Varsakelis Stabilization of Networked Control Systems with Access Constraints and Delays , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[21]  Dimitri P. Bertsekas,et al.  Dynamic Programming and Optimal Control, Two Volume Set , 1995 .

[22]  Asok Ray,et al.  An observer-based compensator for distributed delays , 1990, Autom..

[23]  S. Bittanti,et al.  The difference periodic Ricati equation for the periodic prediction problem , 1988 .

[24]  Lei Zhang,et al.  Stabilization of Networked Control Systems: Designing Effective Communication Sequences , 2005 .

[25]  Roger W. Brockett,et al.  Stabilization of motor networks , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[26]  Kristi A. Morgansen,et al.  Limited communication control , 1999 .

[27]  Arben Çela,et al.  Structural Properties and Stabilization of NCS with Medium Access Constraints , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[28]  Panos J. Antsaklis,et al.  Networked Control Systems: A Model-Based Approach , 2005, Handbook of Networked and Embedded Control Systems.

[29]  Bo Lincoln,et al.  Efficient pruning of search trees in LQR control of switched linear systems , 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

[30]  Joao P. Hespanha,et al.  Anticipative and non-anticipative controller design for network control systems , 2006 .

[31]  D. Hristu-Varsakelis,et al.  An undergraduate laboratory for networked digital control systems , 2005, IEEE Control Systems.

[32]  Chung-Yao Kao,et al.  Simple stability criteria for systems with time-varying delays , 2004, Autom..

[33]  R. Brockett,et al.  Systems with finite communication bandwidth constraints. I. State estimation problems , 1997, IEEE Trans. Autom. Control..

[34]  Sekhar Tatikonda,et al.  Control under communication constraints , 2004, IEEE Transactions on Automatic Control.

[35]  Lei Zhang,et al.  LQG Control under Limited Communication , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[36]  Guanghong Yang,et al.  Feedback control with communication constraints , 2010, 2010 Chinese Control and Decision Conference.