LQG control with Markovian packet loss

2013 European Control Conference, ECC 2013

Volumn , Issue , 2013, Pages 2380-2385

  Mo, Yilin ^a   Garone, Emanuele ^b   Sinopoli, Bruno ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b UNIVERSITÉ LIBRE DE BRUXELLES   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

MARKOV PROCESSES; PACKET LOSS;

CONTROL COMMAND; DATA NETWORK; FINITE HORIZONS; INFINITE HORIZONS; LQG CONTROL; MARKOVIAN; TWO-STATE MARKOV CHAINS;

DYNAMIC PROGRAMMING;

EID: 84893293649     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.23919/ecc.2013.6669778     Document Type: Conference Paper

References (17)

1. J. Hespanha, P. Naghshtabrizi, and Y. Xu, "A Survey of Recent Results in Networked Control Systems, " Proc. of the IEEE, vol. 95, pp. 138- 162, 2007.
2. J. Baillieul and P. Antsaklis, "Control and Communication Challenges in Networked Real-Time Systems, " Proc. of the IEEE, vol. 95, pp. 9-28, 2007.
3. V. Gupta, B. Hassibi, and R. M. Murray, "Optimal LQG control across packet-dropping links, " Systems and Control Letters, vol. 56, pp. 439- 446, 2007.
4. Q. Ling and M. Lemmon, "Optimal dropout compensation in networked control systems, " in Proc. of IEEE CDC, Maui, HI, Dec. 2003.
5. D. Hristu-Varsakelisa and L. Zhang, "LQG control of networked control systems with access constraints and delays, " Int. Journal of Control, vol. 81, pp. 1266-1280, 2008.
6. S. Smith and P. Seiler, "Estimation with lossy measuraments: jump estimators for jump systems, " Transaction on Automatic Control, vol. 48, p. 1453-1464, 2012.
7. M. Huang and S. Dey, "Stability of kalman filtering with markovian packet losses, " Automatica, vol. 43, no. 4, pp. 598 - 607, 2007. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0005109806004560.
8. L. Schenato, B. Sinopoli, M. Franceschetti, K. Poolla, and S. Sastry, "Foundations of Control and Estimation over Lossy Networks, " Proc. of the IEEE, vol. 95, no. 1, pp. 163-187, 2007.
9. O. C. Imer, S. Yuksel, and T. Basar, "Optimal control of dynamical systems over unreliable communication links, " Automatica, vol. 42, pp. 1429-1439, 2006.
10. E. Garone, B. Sinopoli, A. Goldsmith, and A. Casavola, "Lqg control for mimo systems over multiple erasure channels with perfect acknowledgment, " IEEE Transaction on Automatic Control, vol. 57, pp. 450-456, 2012.
11. B. Sinopoli, L. Schenato, M. Franceschetti, K. Poolla, and S. Sastry, "Optimal linear LQG control over lossy networks without packet acknowledgment, " in Proc. of IEEE CDC, San Diego, CA, Dec. 2006.
12. E. Garone, B. Sinopoli, and A. Casavola, "LQG Control Over Lossy TCP-like Networks with probabilistic Packet Acknowledgment, " International Journal of Systems, Control and Communications., vol. 2, pp. 55-71, 2010.
13. E. Gilbert, "Capacity of a burst-noise channel, " Bell System Technical Journal, vol. 39, pp. 1253-1265, 1960.
14. E. Garone, B. Sinopoli, A. Goldsmith, and A. Casavola, "Proofs of LQG control for MIMO systems over multiple TCP-like erasure channels, " Arxiv, Tech. Rep., 2009. [Online]. Available: http://arxiv.org/abs/0909.2172v1.
15. O. L. do Valle Costa, M. M. D. Fragoso, and R. P. Marques, Discrete- Time Markov Jump Linear Systems. Springer, 2005.
16. Y. Mo and B. Sinopoli, "Kalman filtering with intermittent observations: Tail distribution and critical value, " IEEE Transaction on Automatic Control, vol. 57, no. 3, pp. 677-689, March 2012.
17. K. You, M. Fu, and L. Xie, "Mean square stability for kalman filtering with markovian packet losses, " Automatica, vol. 47, no. 12, pp. 1247- 1257, 2011.