State estimation over a semi-Markov model based cognitive radio system

IEEE Transactions on Wireless Communications

Volumn 11, Issue 7, 2012, Pages 2391-2401

  Ma, Xiao ^a   Djouadi, Seddik M ^a   Li, Husheng ^a  

^a University of Tennessee Knoxville   (United States)

Author keywords

Cognitive radio; peak covariance; semi Markov process; state estimation

Indexed keywords

CHANNEL DYNAMICS; COMMUNICATION COMMUNITY; COMMUNICATION MEDIA; IN-CONTROL; NUMERICAL EXAMPLE; PACKET ARRIVALS; PEAK COVARIANCE; SEMI MARKOV MODEL; SEMI MARKOV PROCESS; STATE ESTIMATORS; SUFFICIENT CONDITIONS; WIRELESS COMMUNICATION LINKS;

COGNITIVE RADIO; COMMUNICATION; CONTROL SYSTEMS; ESTIMATION; MARKOV PROCESSES; RADIO LINKS; SENSORS; WIRELESS TELECOMMUNICATION SYSTEMS;

STATE ESTIMATION;

EID: 84864143543     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2012.050112.102085     Document Type: Article

References (36)

1. S. Srinivasa and S. A. Jafar, "The throughput potential of cognitive radio: a theoretical perspective," IEEE Commun. Mag., vol.45, no. 5, pp. 73-79, May 2007.
2. NTIA, "FCC frequency allocation chart," 2003, http://www.ntia.doc.gov/osmhome/allochrt.pdf.
3. FCC Spectrum Policy Task Force, "Report of the spectrum efficiency working group," tech. rep. 02-135, Nov. 2002, http://www.fcc.gov/sptf/ files/SEWGFinalReport 1.pdf.
4. J. Mitola, "Cognitive radio: an integrated agent architecture for software defined radio," Doctor of Technology, Royal Inst. Technol. (KTH), Stockholm, Sweden, 2000.
5. 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, vol. 50, pp. 2127-2159, 2006.
6. R. Qiu, Z. Hu, G. Zheng, Z. Chen, and N. Guo, "Cognitive radio network for the smart grid: experimental system architecture, control algorithms, security, and microgrid testbed," IEEE Trans. Smart Grid, accepted for publication, 2011.
7. J. Nilsson, "Real-time control systems with delays," Ph.D. dissertation, Department of Automatic Control, Lund Institute of Technology, 1998.
8. K. J. Rajasekaran, N. Satyanarayana, and M. D. Srinath, "Optimum linear estimation of stochastic signals in the presence of multiplicative noise," IEEE Trans. Aerospace and Electronic Systems, vol. AES-7, pp.462-468, 1971.
9. M. Hadidi and S.Schwartz, "Linear recursive state estimators under uncertain observations," IEEE Trans. Inf. Theory, vol. IT-24, pp. 944-948, 1979.
10. B. Sinopoli, L. Schenato, M. Franceschetti, K. Poola, M. Jordan, and S. Satry, "Kalman filtering with intermittent observations," IEEE Trans. Automat. Contr., vol. 49, no. 9, pp. 458-463, 2004.
11. M. Huang and S. Dey, "Stability of Kalman filtering with Markovian packet losses," Automatica, vol. 43, pp. 598-607, 2007.
12. V. Gupta, B. Hassibi, and R. M. Murray, "Optimal LQG control across packet-dropping links," Systems and Control Lett., vol. 56, pp. 439-446, 2007.
13. L. Xiao, M. Jonathan, H. Hindi, S. Boyd, and A. Goldsmith, "Joint optimization of communication rates and linear systems," IEEE Trans. Automat. Contr., vol. 48, no. 1, pp. 148-153, 2003.
14. X. Ma, S. M. Djouadi, T. Kuruganti, J. J. Nutaro, and H. Li, "Optimal estimation over unreliable communication links with application to cognitive radio," in Proc. 2009 IEEE CDC and CCC, pp. 4062-4067.
15. X. Ma, S. M. Djouadi, T. Kuruganti, J. J. Nutaro, and H. Li, "Control and estimation through cognitive radio with distributed and dynamic spectral activity," in Proc. 2010 American Control Conference.
16. S. Geirhofer, L. Tong, and B. M. Sadler, "Dynamic spectrum access in the time domain: modeling and exploiting whitespace," IEEE Commun. Mag., vol. 45, no. 5, pp. 66-72, May 2007.
17. Y. Shi, Y. T. Hou, and H. Zhou, "Per-node based optimal power control for multi-hop cognitive radio networks," IEEE Trans. Wireless Commun., vol. 8, no. 10, pp. 5290-5299, 2009.
18. Y. Chen, G. Yu, Z. Zhang, H. Chen, and P. Qiu, "On cognitive radio networks with opportunistic power control strategies in fading channels," IEEE Trans. Wireless Commun., vol. 7, no. 7, pp. 2752-2761, 2008.
19. X. Zhou, J. Ma, G. Y. Li, Y. Kwon, and A. C. K. Soong, "Probabilitybased optimization of inter-sensing duration and power control in cognitive radio," IEEE Trans. Wireless Commun., vol. 8, no. 10, pp. 4922-4927, 2009.
20. A. Hoang and Y. Liang, "Downlink channel assignment and power control for cognitive radio networks," IEEE Trans. Wireless Commun., vol. 7, no. 8, pp. 3106-3117, 2008.
21. J. Janssen, A. Blasi, R. Blasi, and R. Manca, "Discrete time homogeneous and non-homogeneous semi-Markov reliability models," Universit́a "LaSapienza" Roma, 2002.
22. R. Pyke, "Markov renewal processes with finitely many states," Am. Math. Sta., vol. 32, pp. 1245-1259, 1961.
23. V. J. Mathews and J. K. Tugnait, "Detection and estimation with fixed lag for abruptly changing systems," IEEE Trans. Aerospace and Electron. Syst., vol. AES-19, no. 5, pp. 730-739, 1983.
24. L. Campo, P. Mookerjee, and Y. Bar-Shalom, "State estimation for systems with sojourn-time-dependent Markov model switching," IEEE Trans. Automatic Control, vol. 36, pp. 238-243, 1991.
25. X. Li and L. Xie, "Peak covariance stability of a random Riccati equation arising from Kalman filtering with observation losses," J. System Science & Complexity, vol. 20, pp. 262-272, 2007.
26. H. A. P. Blom and Y. Bar-Shalom, "The interacting multiple model algorithm for systems with Markovian switching coefficients," IEEE Trans. Automat. Contr., vol. 33, pp. 780-783, Aug. 1988.
27. X. Ma, S. M. Djouadi, and H. Li, "Stability conditions for optimal filtering over cognitive radio system," in Proc. 2011 American Control Conference, pp. 3447-3452.
28. X. Ma, H. Li, and S. M. Djouadi, "Networked system state estimation in smart grid over cognitive radio infrastructures," 2011 Conference on Information Science Systems.
29. M. Olama, S. Djouadi, I. Papageorgious, and C. Charalambous, "Position and velocity tracking in mobile networks using particle and Kalman filtering with comparison," IEEE Trans. Veh. Technol., vol. 57, no. 2, pp. 1001-1010, Mar. 2008.
30. S. Haykin, K. Huber, and Z. Chen, "Bayesian sequential state estimation for MIMO wireless communications," Proc. IEEE, vol. 92, no. 3, pp. 439-454, Mar. 2004.
31. M. Olama, S. M. Djouadi, and C. D. Charalambous, "Stochastic differential equations for modeling, estimation and identification of mobile-tomobile communication channels," IEEE Trans. Wireless Commun., vol. 8, no. 4, pp. 1754-1763, 2009.
32. C. D. Charalambous, S. Djouadi, and D. Stojan, "Stochastic power control for wireless networks via SDEs: probabilistic QoS measures," IEEE Trans. Inf. Theory, vol. 51, no. 12, pp. 4396-4401, Dec. 2005.
33. M. Olama, S. M. Djouadi, and C. D. Charalambous, "Stochastic power control for time-varying long-term fading wireless networks," EURASIP J. Applied Signal Process., vol. 2006, article ID 89864, 13 pages.
34. N. Elia, "When Bode meets Shannon: control-oriented feedback communication schemes," IEEE Trans. Automat. Contr., vol. 49, no. 9, pp. 1477-1488, 2004.
35. S. Z. Denic and C. D. Charalambous, "Control of jump linear systems over jump communication channels-source-channel matching approach," in Proc. 2007 International Symposium on Information Theory, pp. 2491-2495.
36. R. Chen and K. Khorasani, "A robust adaptive congestion control strategy for large scale networks with differentiated sevices traffic," Automatica, vol. 47, pp. 26-38, 2011.