Optimal estimation over unreliable communication links with application to cognitive radio

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2009, Pages 4062-4067

  Ma, Xiao ^a,b   Djouadi, Seddik M ^a,b   Kuruganti, Teja P ^c   Nutaro, James J ^c   Li, H ^d  

^a UNIVERSITY OF TENNESSEE   (United States)

^b Department of Electrical Engineering and Computer Science ^*  (United States)

^c OAK RIDGE NATIONAL LABORATORY   (United States)

^d University of Tennessee Knoxville   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL CONTROL SYSTEMS; DISCRETE TIME CONTROL SYSTEMS; PACKET LOSS; RADIO LINKS; STATE ESTIMATION; STOCHASTIC SYSTEMS;

BERNOULLI DISTRIBUTIONS; DISCRETE - TIME SYSTEMS; EMERGING TECHNOLOGIES; INVERTED PENDULUM SYSTEM; LINEAR QUADRATIC GAUSSIAN CONTROLLERS; OPTIMAL ESTIMATIONS; OPTIMAL ESTIMATOR; UNRELIABLE NETWORK;

COGNITIVE RADIO;

EID: 77950814356     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2009.5400362     Document Type: Conference Paper

References (21)

1. J. Nilsson . Real-time control systems with delays. Ph.D. dissertation, Department of Automatic Control, Lund Institute of Technology.
2. K.J. Rajasekaran, N. Satyanarayana and M.D. Srinath (1971), Optimum linear estimation of stochastic signals in the presence of multiplicative noise. IEEE Trans. Aerospace and Electronic Systems, vol.AES-7, pp.462-468.
3. M. Hadidi and S.Schwartz (1979), Linear recursive state estimators under uncertain observations. IEEE Trans. Inform. Theory, vol.IT-24, pp. 944-948.
4. B. Azimi-Sadjadi (2005), Networked control systems with packet losses. Systems and Control Letters, submitted.
5. B. Sinopoli, L. Schenato, M. Franceschetti, K. Poola, M. Jordan and S. Satry (2004), Kalman filtering with intermittent observations. IEEE Trans. Automat. Contr., vol.49(9), pp. 458-463
6. L. Schenato, B. Sinopoli, M. Franceschetti, K. Poola and S. Satry (2007), Foundations of Control and Estimation over Lossy Networks, Proc. of the IEEE, vol.95, pp. 163-187.
7. M. Huang and S. Dey (2007), Stability of Kalman filtering with Markovian packet losses. Automatica, vol.43, pp. 598-607.
8. V. Gupta, B. Hassbi and R. M. Murray (2007), Optimal LQG control across packet-dropping links. Systems and Control Letters, vol.56, pp. 439-446.
9. L. Xiao, A. Hassbi and J. P. How (2000), Control with random Communication delays via a discrete-time jump system approach. ACC, Chicago, Illinois.
10. L. Xiao, M. Jonathan, H. Hindi, S. Boyd, and A. Goldsmith (2003), Joint optimization of communication rates and linear systems. IEEE Trans. Automat. Contr., vol.48(1), pp. 148-153.
11. E Garone, B. Sinopoli, A. Goldsmith and A. Casavola (2007), LQG control for distributed systems over TCP-like erasure channels. IEEE CDC, pp. 44-49.
12. W. L. De Koning (1984), Optimal estimation of linear discrete-time systems with stochastic parameters. Automatica, vol.20(1), pp. 113-115.
13. Nahi, N. E. (1969). Optimal recursive estimation with uncertain observation. IEEE Trans. Inform. Theory, vol.IT-15, pp. 457.
14. Dan Simon (2006), Optimal State Estimation: Kalman, H-infinity, and Nonlinear approaches, John Wiley & Sons, Inc., Hoboken, New Jersey.
15. J. Mitola, Cognitive radio: An integrated agent architecture for software defined radio, Doctor of Technology, Royal Inst. Technol. (KTH), Stockholm, Sweden, 2000.
16. I. F. Akyildiz, W. Y. Lee, M. C. Vuran and S. Mohanty, "NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey," Computer Networks 50, pp. 2127-2159, 2006.
17. NTIA, "FCC Frequency Allocation Chart," 2003; http://www.ntia.doc.gov/osmhome/allochrt.pdf.
18. FCC Spectrum Policy Task Force, "Report of the Spectrum Efficiency Working Group," Tech. rep.02-135, Nov. 2002;
19. S. Srinivasa, and S. A. Jafar, "The throughput potential of cognitive radio: A theoretical perspective," IEEE Communication Magazine, May. 2007, pp. 73-79.
20. S. A. Jafar and S. Srinivasa, "Capacity limits of cognitive radio with distributed and dynamic spectral activity," IEEE JSAC, vol.25, Apr. 2007, pp. 529-537
21. De Koning, W. L. (1982). Infinite horizon optimal control of linear discrete time systems with stochastic parameters. Automatica, vol.18, pp. 443.