Event-triggering stabilization of real and complex linear systems with disturbances over digital channels

In the same way that subsequent pauses in spoken language are used to convey information, it is also possible to transmit information in communication systems not only by message content but also with its timing. In this work, we consider an event-triggering strategy that exploits timing information by transmitting in a state-dependent fashion. We consider stabilization of a continuous-time, time-invariant, linear system over a digital communication channel with bounded delay and in the presence of bounded system disturbance. For small values of the delay, we show that exploiting timing information one can stabilize the system with any positive transmission rate. However, for delay values larger than a critical threshold, the timing information is not enough for stabilization and the sensor needs to increase the transmission rate. Compared to previous work, our results provide a novel necessary condition for scalar system subject to disturbances and a novel encoding-decoding scheme for complex systems, which can be readily applied to diagonalizable multivariate system with complex eigenvalues. Our results are illustrated in numerical simulation of several scenarios.

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

[2]  J.H. Braslavsky,et al.  Level Crossing Sampling in Feedback Stabilization under Data-Rate Constraints , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[3]  Christopher Rose,et al.  Inscribed Matter Communication: Part I , 2016, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

[4]  Sekhar Tatikonda,et al.  Stochastic linear control over a communication channel , 2004, IEEE Transactions on Automatic Control.

[5]  Qiang Ling Bit-Rate Conditions to Stabilize a Continuous-Time Linear System With Feedback Dropouts , 2018, IEEE Transactions on Automatic Control.

[6]  H. Ishii Feedback Control over Limited Capacity Channels , 2010 .

[7]  Babak Hassibi,et al.  Algorithms for optimal control with fixed-rate feedback , 2017, 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

[8]  Yuval Peres,et al.  When multiplicative noise stymies control , 2016, ArXiv.

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

[10]  Sekhar Tatikonda,et al.  Control over noisy channels , 2004, IEEE Transactions on Automatic Control.

[11]  Massimo Franceschetti,et al.  Time-triggering versus event-triggering control over communication channels , 2017, 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

[12]  Massimo Franceschetti,et al.  Event-Triggered Second-Moment Stabilization of Linear Systems Under Packet Drops , 2018, IEEE Transactions on Automatic Control.

[13]  Jorge Cortés,et al.  Event-Triggered Stabilization of Linear Systems Under Bounded Bit Rates , 2014, IEEE Transactions on Automatic Control.

[14]  Massimo Franceschetti,et al.  Data Rate Theorem for Stabilization Over Time-Varying Feedback Channels , 2009, IEEE Transactions on Automatic Control.

[15]  Paulo Tabuada,et al.  An introduction to event-triggered and self-triggered control , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[16]  Qiang Ling,et al.  Bit Rate Conditions to Stabilize a Continuous-Time Scalar Linear System Based on Event Triggering , 2017, IEEE Transactions on Automatic Control.

[17]  Massimo Franceschetti,et al.  Elements of Information Theory for Networked Control Systems , 2014 .

[18]  Massimo Franceschetti,et al.  Stabilizing a linear system using phone calls , 2018, 2019 18th European Control Conference (ECC).

[19]  Panganamala Ramana Kumar,et al.  Cyber–Physical Systems: A Perspective at the Centennial , 2012, Proceedings of the IEEE.

[20]  SahaiA.,et al.  The Necessity and Sufficiency of Anytime Capacity for Stabilization of a Linear System Over a Noisy Communication Link—Part I , 2006 .

[21]  Robin J. Evans,et al.  Stabilizability of Stochastic Linear Systems with Finite Feedback Data Rates , 2004, SIAM J. Control. Optim..

[22]  Daniel Liberzon,et al.  Finite data-rate feedback stabilization of switched and hybrid linear systems , 2014, Autom..

[23]  K. Åström,et al.  Comparison of Riemann and Lebesgue sampling for first order stochastic systems , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[24]  João P. Hespanha,et al.  Control With Minimal Cost-Per-Symbol Encoding and Quasi-Optimality of Event-Based Encoders , 2017, IEEE Transactions on Automatic Control.

[25]  F. Allgöwer,et al.  Delay-dependent data rate bounds for containability of scalar systems , 2017 .

[26]  J. Hespanha,et al.  Towards the Control of Linear Systems with Minimum Bit-Rate , 2002 .

[27]  Paulo Tabuada,et al.  Event-Triggered Real-Time Scheduling of Stabilizing Control Tasks , 2007, IEEE Transactions on Automatic Control.

[28]  J. Cortés,et al.  The Value of Timing Information in Event-Triggered Control , 2020, IEEE Transactions on Automatic Control.

[29]  Massimo Franceschetti,et al.  Event-triggering stabilization of complex linear systems with disturbances over digital channels , 2018, 2018 IEEE Conference on Decision and Control (CDC).

[30]  Babak Hassibi,et al.  Rate-cost tradeoffs in control , 2016, 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[31]  Massimo Franceschetti,et al.  Stabilization Over Markov Feedback Channels: The General Case , 2013, IEEE Transactions on Automatic Control.

[32]  Sergio Verdú,et al.  Bits through queues , 1994, Proceedings of 1994 IEEE International Symposium on Information Theory.

[33]  Massimo Franceschetti,et al.  Event-triggered stabilization of disturbed linear systems over digital channels , 2018, 2018 52nd Annual Conference on Information Sciences and Systems (CISS).