An introduction to event-triggered and self-triggered control

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2012, Pages 3270-3285

  Heemels, W P M H ^a   Johansson, K H ^b   Tabuada, P ^c  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EMBEDDED SYSTEMS; LARGE SCALE SYSTEMS; STATE FEEDBACK;

COMMUNICATION TECHNOLOGIES; CONTROL STRATEGIES; EMBEDDED CONTROL SYSTEMS; EVENT-TRIGGERED CONTROLS; SAMPLED-DATA CONTROL; SELF-TRIGGERED CONTROLS; WIRELESS COMMUNICATION TECHNOLOGY; WIRELESS CONTROL;

COMPUTER CONTROL SYSTEMS;

EID: 84874253144     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2012.6425820     Document Type: Conference Paper

References (69)

1. K. J. Aström and B. Wittenmark, Computer Controlled Systems. Prentice Hall, 1997.
2. G. Franklin, J. Powel, and A. Emami-Naeini, Feedback Control of Dynamical Systems. Prentice Hall, 2010.
3. S. Gupta, "Increasing the sampling efficiency for a control system," Automatic Control, IEEE Transactions on, vol. 8, no. 3, pp. 263 - 264, 1963.
4. A. Liff and J. Wolf, "On the optimum sampling rate for discretetime modeling of continuous-time systems," Automatic Control, IEEE Transactions on, vol. 11, no. 2, pp. 288 - 290, 1966.
5. G. Bekey and R. Tomovic, "Sensitivity of discrete systems to variation of sampling interval," Automatic Control, IEEE Transactions on, vol. 11, no. 2, pp. 284 - 287, 1966.
6. R. Tomovic and G. Bekey, "Adaptive sampling based on amplitude sensitivity," Automatic Control, IEEE Transactions on, vol. 11, no. 2, pp. 282 - 284, 1966.
7. D. Ciscato and L. Martiani, "On increasing sampling efficiency by adaptive sampling," Automatic Control, IEEE Transactions on, vol. 12, no. 3, p. 318, 1967.
8. J. Mitchell and J. McDaniel, W., "Adaptive sampling technique," Automatic Control, IEEE Transactions on, vol. 14, no. 2, pp. 200 - 201, 1969.
9. K. Aström and B. Bernhardsson, "Comparison of periodic and event based sampling for first order stochastic systems," in Proc. IFAC World Conf., 1999, pp. 301-306.
10. K.-E. Arzén, "A simple event-based PID controller," in Preprints IFAC World Conf., vol. 18, 1999, pp. 423-428.
11. J. Yook, D. Tilbury, and N. Soparkar, "Trading computation for bandwidth: Reducing communication in distributed control systems using state estimators," IEEE Trans. Control Systems Technology, vol. 10, no. 4, pp. 503-518, 2002.
12. P. Tabuada, "Event-triggered real-time scheduling of stabilizing control tasks," Automatic Control, IEEE Transactions on, vol. 52, no. 9, pp. 1680 -1685, sept. 2007.
13. W. Heemels, J. Sandee, and P. van den Bosch, "Analysis of eventdriven controllers for linear systems," Int. J. Control, vol. 81, pp. 571-590, 2008.
14. T. Henningsson, E. Johannesson, and A. Cervin, "Sporadic event-based control of first-order linear stochastic systems," Automatica, vol. 44, pp. 2890-2895, 2008.
15. M. Velasco, P. Marti, and J. M. Fuertes, "The self triggered task model for real-time control systems," in Proceedings of 24th IEEE Real-Time Systems Symposium, Work-in-Progress Session, 2003.
16. C. Ramesh, H. Sandberg, L. Bao, and K. H. Johansson, "Dual effect in state-based scheduling of networked control systems," in American Control Conference, San Francisco, CA, USA, 2011.
17. W. Heemels, M. Donkers, and A. Teel, "Periodic event-triggered control: The state-feedback case," in Prc. IEEE Joint Conf. Decision & Control and European Control Conf., 2011.
18. - "Periodic event-triggered control for linear systems," IEEE Trans. Autom. Control, to appear.
19. K. Aström, "Event based control," in Analysis and Design of Nonlinear Control Systems. Springer, 2008, pp. 127-148.
20. A. Molin and S. Hirche, "Structural characterization of optimal event-based controllers for linear stochastic systems," in Proc. IEEE Conf. Decision and Control, 2010, pp. 3227-3233.
21. J. Sijs and M. Lazar, "On event based state estimation," in Proc. Conf. Hybrid Systems: Computation and Control, ser. Lecture Notes in Computer Science. Springer-Verlag, 2009, pp. 336-350.
22. T. Henningsson and K. Aström, "Log-concave observers," in Proc. of Mathematical Theory of Networks and Systems, 2006.
23. L. Li and M. Lemmon, "Weakly coupled event triggered output feedback system in wireless networked control systems," Procedia Computer Science, to appear.
24. W. Heemels and M. Donkers, "Model-based periodic event-triggered control for linear systems," Automatica, to appear.
25. J. Sijs, M. Lazar, and W. Heemels, "On integration of event-based estimation and robust MPC in a feedback loop," in Proc. Conf. Hybrid Systems: Computation and Control, ser. Lecture Notes in Computer Science. Springer-Verlag, 2010, pp. 31-41.
26. ∞-gain and improved and decentralised eventtriggering," IEEE Trans. Autom. Control, 2012,to appear.
27. M. Mazo Jr., A. Anta, and P. Tabuada, "On self-triggered control for linear systems: Guarantees and complexity," European Control Conference, 2009.
28. M. Mazo Jr. and P. Tabuada, "Input-to-state stability of self-triggered control systems," 48th IEEE Conference on Decision and Control., 2009.
29. M. Mazo Jr., A. Anta, and P. Tabuada, "An ISS self-triggered implementation of linear controllers," Automatica, vol. 46, no. 8, pp. 1310 - 1314, 2010.
30. A. Anta and P. Tabuada, "On the benefits of relaxing the periodicity assumption for networked control systems over can," The 30th IEEE Real-Time Systems Symposium., 2009.
31. R. W. Brockett, "Minimum attention control," in IEEE Conference on Decision and Control, San Diego, CA, 1997.
32. M. Donkers, P. Tabuada, and W. Heemels, "On the minimum attention control problem for linear systems: A linear programming approach," in Decision and Control and European Control Conference (CDCECC), 2011 50th IEEE Conference on, 2011, pp. 4717 -4722.
33. G. Walsh and H. Ye, "Scheduling of networked control systems," IEEE Control Syst. Mag., vol. 21, no. 1, pp. 57-65, 2001.
34. M. Kvasnica, P. Grieder, and M. Baotić, "Multi-Parametric Toolbox (MPT)," 2004. [Online]. Available: http://control.ee.ethz.ch/~mpt/
35. X. Wang and M. Lemmon, "Self-triggered feedback control systems with finite-gain stability," Automatic Control, IEEE Transactions on, vol. 54, no. 3, pp. 452 -467, 2009.
36. - "Self-triggering under state-independent disturbances," Automatic Control, IEEE Transactions on, vol. 55, no. 6, pp. 1494 -1500, 2010.
37. A. Anta and P. Tabuada, "To sample or not to sample: Self-triggered control for nonlinear systems," Automatic Control, IEEE Transactions on, vol. 55, no. 9, pp. 2030-2042, 2010.
38. - "Exploiting isochrony in self-triggered control," Automatic Control, IEEE Transactions on, vol. 57, no. 4, pp. 950-962, 2010.
39. M. Di Benedetto, S. Di Gennaro, and A. D'Innocenzo, "Digital self triggered robust control of nonlinear systems," in Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on, 2011, pp. 1674 -1679.
40. J. Almeida, C. Silvestre, and A. Pascoal, "Self-triggered state feedback control of linear plants under bounded disturbances," in Decision and Control (CDC), 2010 49th IEEE Conference on, 2010, pp. 7588 -7593.
41. - "Self-triggered output feedback control of linear plants," in American Control Conference (ACC), 2011, 2011, pp. 2831 -2836.
42. C. Nowzari and J. Cortes, "Self-triggered coordination of robotic networks for optimal deployment," in American Control Conference (ACC), 2011, 2011, pp. 1039 -1044.
43. D. Lehmann and J. Lunze, "Event-based output-feedback control," in 19th Mediterranean Conference on Control and Automation, Corfu, Greece, 2011.
44. J. Lunze and D. Lehmann, "A state-feedback approach to event-based control," Automatica, vol. 46, pp. 211-215, 2010.
45. E. Kofman and J. Braslavsky, "Level crossing sampling in feedback stabilization under data-rate constraints," in Proc. IEEE Conf. Decision & Control, 2006, pp. 4423-4428.
46. W. Haddad, V. Chellaboina, and S. Nersesov, Impulsive and Hybrid Dynamical Systems: Stability, Dissipativity, and Control. Princeton University Press, 2006.
47. R. Goebel, R. Sanfelice, and A. Teel, "Hybrid dynamical systems," IEEE Control Syst. Mag., vol. 29, pp. 28-93, 2009.
48. L. Jetto and V. Orsini, "Event-triggered internally stabilizing sporadic control for MIMO plants with non measurable state," in IFAC World congres, Milano, Italy, 2011, pp. 10 225-10 230.
49. P. Otanez, J. Moyne, and D. Tilbury, "Using deadbands to reduce communication in networked control systems," in Proc. American Control Conf., 2002, pp. 3015 - 3020.
50. M. Miskowicz, "Send-on-delta concept: An event-based data-reporting strategy," Sensors, vol. 6, pp. 49-63, 2006.
51. 2 stability," IEEE Trans. Autom. Control, vol. 45, pp. 452-467, 2009.
52. R. Postoyan, A. Anta, D. Nešić, and P. Tabuada, "A unifying Lyapunov-based framework for the event-triggered control of nonlinear systems," in Proc. Joint IEEE Conf. Decision and Control and European Control Confernce, 2011, pp. 2559-2564.
53. X. Wang and M. D. Lemmon, "Event-triggering in distributed networked systems with data dropouts and delays," IEEE Trans. Autom. Control, pp. 586-601, 2011.
54. L. Montestruque and P. Antsaklis, "Stability of model-based networked control systems with time-varying transmission times," IEEE Trans. Autom. Control, vol. 49, pp. 1562-1572, 2004.
55. M. Rabi, K. H. Johansson, and M. Johansson, "Optimal stopping for event-triggered sensing and actuation," in IEEE Conference on Decision and Control, Cancun, Mexico, 2008.
56. T. Henningsson, E. Johannesson, and A. Cervin, "Sporadic event-based control of first-order linear stochastic systems," Automatica, vol. 44, no. 11, pp. 2890-2895, 2008.
57. M. Rabi and K. H. Johansson, "Scheduling packets for event-triggered control," in European Control Conference, Budapest, Hungary, 2009.
58. G. Bianchi, "Performance analysis of the IEEE 802.11 distributed coordination function," IEEE Journal of Selected Areas in Telecommunications, vol. 18, no. 3, pp. 535-547, 2000.
59. P. Park, C. Fischione, and K. H. Johansson, "Modelling and stability analysis of hybrid multiple access in IEEE 802.15.4 protocol," ACM Transactions on Sensor Networks, vol. 9, no. 2, 2013.
60. J. Araujo, A. Anta, M. Mazo Jr., J. Faria, A. Hernandez, P. Tabuada, and K. H. Johansson, "Self-triggered control over wireless sensor and actuator networks," in IEEE International Conference on Distributed Computing in Sensor Systems, Barcelona, Spain, 2011.
61. C. Ramesh, H. Sandberg, and K. H. Johansson, "Steady state performance analysis of multiple state-based schedulers with CSMA," in IEEE Conference on Decision and Control, Orlando, FL, 2011.
62. T. Henningsson and A. Cervin, "Comparison of LTI and event-based control for a moving cart with quantized position measurements," in Proc. European Control Conf., 2009.
63. W. Heemels, R. Gorter, A. van Zijl, P. v.d. Bosch, S. Weiland, W. Hendrix, and M. Vonder, "Asynchronous measurement and control: a case study on motor synchronisation," Control Eng. Prac., vol. 7, pp. 1467-1482, 1999.
64. E. Hendricks, M. Jensen, A. Chevalier, and T. Vesterholm, "Problems in event based engine control," in Proc. American Control Conf., vol. 2, 1994, pp. 1585-1587.
65. W. Kwon, Y. Kim, S. Lee, and K.-N. Paek, "Event-based modeling and control for the burnthrough point in sintering processes," IEEE Trans. Control Syst. Technol., vol. 7, pp. 31-41, 1999.
66. T.-J. Tarn, N. Xi, and A. Bejczy, "Path-based approach to integrated planning and control for robotic systems," Automatica, vol. 32, pp. 1675-1687, 1996.
67. J. Sandee, W. Heemels, S. Hulsenboom, and P. van den Bosch, "Analysis and experimental validation of a sensor-based event-driven controller," in Proc. American Control Conf., 2007, pp. 2867-2874.
68. D. Lehmann and J. Lunze, "Extension and experimental evaluation of an event-based state-feedback approach," Control Engineering Practice, vol. 19, pp. 101 - 112, 2011.
69. R. Cogill, "Event-based control using quadratic approximate value functions," in Joint IEEE Conference on Decision and Control and Chinese Control Conference, Shanghai, China, 2009, pp. 5883-5888.