Control over unreliable networks affected by packet erasures and variable transmission delays

This paper describes a novel control strategy aimed at achieving good performance over an unreliable communication network affected by packet loss and variable transmission delays. The key ingredient in the method described here is to use the large data packet frame size of typical modern communication protocols to transmit control sequences which cover multiple data-dropout and delay scenarios. Stability and performance of the resultant scheme are addressed under nominal networked conditions. Simulations verify that the strategy performs exceptionally well under realistic conditions with noise and unmeasured disturbances.

[1]  Y. Bar-Shalom,et al.  Dual effect, certainty equivalence, and separation in stochastic control , 1974 .

[2]  Steven Roman The Umbral Calculus , 1984 .

[3]  A. Isidori Nonlinear Control Systems , 1985 .

[4]  Allen Gersho,et al.  Vector quantization and signal compression , 1991, The Kluwer international series in engineering and computer science.

[5]  Julia L. Higle,et al.  Statistical approximations for recourse constrained stochastic programs , 1995, Ann. Oper. Res..

[6]  J. Doyle,et al.  Robust and optimal control , 1995, Proceedings of 35th IEEE Conference on Decision and Control.

[7]  Alberto Bemporad,et al.  Predictive control of teleoperated constrained systems with unbounded communication delays , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[8]  A Orman,et al.  Optimization of Stochastic Models: The Interface Between Simulation and Optimization , 2012, J. Oper. Res. Soc..

[9]  Björn Wittenmark,et al.  Stochastic Analysis and Control of Real-time Systems with Random Time Delays , 1999 .

[10]  Vivek K Goyal High-rate transform coding: how high is high, and does it matter? , 2000, 2000 IEEE International Symposium on Information Theory (Cat. No.00CH37060).

[11]  Jitka Dupacová,et al.  Scenarios for Multistage Stochastic Programs , 2000, Ann. Oper. Res..

[12]  David Q. Mayne,et al.  Constrained model predictive control: Stability and optimality , 2000, Autom..

[13]  Graham C. Goodwin,et al.  Control System Design , 2000 .

[14]  Anant Sahai,et al.  Anytime information theory , 2001 .

[15]  C. Bovy,et al.  Analysis of end-to-end delay measurements in the Internet , 2002 .

[16]  Qixin Zhu,et al.  Stochastic optimal control and analysis of stability of networked control systems with long delay , 2003, Autom..

[17]  Hu Shousong,et al.  Brief Stochastic optimal control and analysis of stability of networked control systems with long delay , 2003 .

[18]  Richard H. Middleton,et al.  Networked control design for linear systems , 2003, Autom..

[19]  G. Goodwin,et al.  Finite constraint set receding horizon quadratic control , 2004 .

[20]  Graham C. Goodwin,et al.  A moving horizon approach to Networked Control system design , 2004, IEEE Transactions on Automatic Control.

[21]  Qiang Ling,et al.  Power spectral analysis of networked control systems with data dropouts , 2004, IEEE Transactions on Automatic Control.

[22]  Graham C. Goodwin,et al.  Constrained Control and Estimation , 2005 .

[23]  Andrey V. Savkin,et al.  Comments on "Control over noisy channels" and relevant negative results , 2005, IEEE Trans. Autom. Control..

[24]  Raja Sengupta,et al.  An H/sub /spl infin// approach to networked control , 2005, IEEE Transactions on Automatic Control.

[25]  Kun Ji,et al.  Real-time operating environment for networked control systems , 2005 .

[26]  Won-jong Kim,et al.  Real-time operating environment for networked control systems , 2005, Proceedings of the 2005, American Control Conference, 2005..

[27]  Senchun Chai,et al.  Design and stability analysis of networked control systems with random communication time delay using the modified MPC , 2006 .

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

[29]  Clarence W. de Silva,et al.  Compensation for transmission delays in an ethernet-based control network using variable-horizon predictive control , 2006, IEEE Transactions on Control Systems Technology.

[30]  Edoardo Mosca,et al.  Predictive teleoperation of constrained dynamic systems via Internet-like channels , 2006, IEEE Transactions on Control Systems Technology.

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

[32]  Yuanqing Xia,et al.  Networked Predictive Control of Systems With Random Network Delays in Both Forward and Feedback Channels , 2007, IEEE Transactions on Industrial Electronics.

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

[34]  Dawn M. Tilbury,et al.  The Emergence of Industrial Control Networks for Manufacturing Control, Diagnostics, and Safety Data , 2007, Proceedings of the IEEE.

[35]  Richard M. Murray,et al.  Optimal LQG control across packet-dropping links , 2007, Syst. Control. Lett..

[36]  Robin J. Evans,et al.  Feedback Control Under Data Rate Constraints: An Overview , 2007, Proceedings of the IEEE.

[37]  Panos J. Antsaklis,et al.  Control and Communication Challenges in Networked Real-Time Systems , 2007, Proceedings of the IEEE.

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

[39]  D.E. Quevedo,et al.  Packetized Predictive Control over Erasure Channels , 2007, 2007 American Control Conference.

[40]  Graham C. Goodwin,et al.  Architectures and coder design for networked control systems , 2008, Autom..

[41]  Maarten H. van der Vlerk Stochastic Programming with Simple Integer Recourse , 2001, Encyclopedia of Optimization.