Event-based control: Overview and generic model

The event-based sampling and control gained much interest in last years, since they allow better resource utilization and a straightforward implementation. A large number of different event-based approaches and algorithms have been proposed. This diversity may confuse a practical engineer that has to implement an event-based control and is not sure what approach he should choose. This paper attempts to classify different event-based control methods by introducing an appropriate generic model. Different variants of realization of event-based elements are characterized. At the end, it is demonstrated how the methods developed until now can be described using the introduced model.

[1]  Volodymyr Vasyutynskyy,et al.  Time Constraints in PID Controls with Send-on-Delta , 2009 .

[2]  Volodymyr Vasyutynskyy,et al.  Simple PID control algorithm adapted to deadband sampling , 2007, 2007 IEEE Conference on Emerging Technologies and Factory Automation (EFTA 2007).

[3]  Volodymyr Vasyutynskyy,et al.  First order observers in event-based PID controls , 2009, 2009 IEEE Conference on Emerging Technologies & Factory Automation.

[4]  Andreas Willig,et al.  Protocols and Architectures for Wireless Sensor Networks , 2005 .

[5]  Feng-Li Lian,et al.  Network architecture and communication modules for guaranteeing acceptable control and communication performance for networked multi-agent systems , 2006, IEEE Transactions on Industrial Informatics.

[6]  Edward Y. Chang,et al.  Adaptive sampling for sensor networks , 2004, DMSN '04.

[7]  Young Soo Suh,et al.  Send-On-Delta Sensor Data Transmission With A Linear Predictor , 2007, Sensors (Basel, Switzerland).

[8]  James Moyne,et al.  Using deadbands to reduce communication in networked control systems , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

[9]  Karl Henrik Johansson,et al.  Event-triggered strategies for industrial control over wireless networks , 2008, WICON 2008.

[10]  Joao P. Hespanha,et al.  Communication Logic Design and Analysis for Networked Control Systems , 2006 .

[11]  Young Soo Suh,et al.  A Modified Multirate Controller for Networked Control Systems with a Send-on-Delta Transmission Method , 2007, ICIC.

[12]  J. J. Dacunha.  Stability for time varying linear dynamic systems on time scales , 2005 .

[13]  Xiaofeng Wang,et al.  Event-triggered broadcasting across distributed networked control systems , 2008, 2008 American Control Conference.

[14]  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..

[15]  Toivo Henningsson.  Recursive state estimation for linear systems with mixed stochastic and set-bounded disturbances , 2008, 2008 47th IEEE Conference on Decision and Control.

[16]  Anton Cervin,et al.  Scheduling of event-triggered controllers on a shared network , 2008, 2008 47th IEEE Conference on Decision and Control.

[17]  Marek Miśkowicz.  A09: Improving the performance of the networked control system using event-triggered observations , 2004 .

[18]  Volodymyr Vasyutynskyy,et al.  Comparison of energy-efficient sampling methods for WSNs in building automation scenarios , 2009, 2009 IEEE Conference on Emerging Technologies & Factory Automation.

[19]  Daniel Lehmann,et al.  Two Complementary Approaches to Event-based Control , 2010 .

[20]  Karl Johan Åström,et al.  Event Based Control , 2008 .

[21]  Wei Zhang,et al.  Stability of networked control systems , 2001 .

[22]  Panos J. Antsaklis,et al.  MODEL-BASED NETWORKED CONTROL SYSTEMS – NECESSARY AND SUFFICIENT CONDITIONS FOR STABILITY , 2002 .

[23]  Paulo Pedreiras,et al.  Adapting the sampling period of a real-time adaptive distributed controller to the bus load , 2005, 2005 IEEE Conference on Emerging Technologies and Factory Automation.

[24]  Francisco Rodríguez,et al.  The influence of event-based sampling techniques on data transmission and control performance , 2009, 2009 IEEE Conference on Emerging Technologies & Factory Automation.

[25]  JH Heico Sandee,et al.  Event-driven control in theory and practice : trade-offs in software and control performance , 2006 .

[26]  Yun Li,et al.  PID control system analysis, design, and technology , 2005, IEEE Transactions on Control Systems Technology.

[27]  Karl-Erik Årzén,et al.  A simple event-based PID controller , 1999 .

[28]  Anton Cervin,et al.  Sporadic event-based control of first-order linear stochastic systems , 2008, Autom..

[29]  Nandit Soparkar,et al.  Trading computation for bandwidth: reducing communication in distributed control systems using state estimators , 2002, IEEE Trans. Control. Syst. Technol..

[30]  Marek Miskowicz,et al.  Asymptotic Effectiveness of the Event-Based Sampling according to the Integral Criterion , 2007, Sensors (Basel, Switzerland).

[31]  A.G. Alleyne,et al.  Closed-loop control over wireless networks , 2004, IEEE Control Systems.

[32]  Peter Buchholz,et al.  Automated modeling and analysis of CSMA-type access schemes for building automation networks , 2006, IEEE Transactions on Industrial Informatics.