Channel gain map tracking via distributed kriging

IEEE Transactions on Vehicular Technology

Volumn 60, Issue 3, 2011, Pages 1205-1211

  Dall'Anese, Emiliano ^a   Kim, Seung Jun ^a   Giannakis, Georgios B ^a  

^a University of Minnesota   (United States)

Author keywords

Channel tracking; cognitive radio; distributed algorithms; kriging; shadow fading

Indexed keywords

CHANNEL TRACKING; COGNITIVE RADIO; DISTRIBUTED ALGORITHMS; KRIGING; SHADOW FADING;

ALGORITHMS; FADING (RADIO); INTERPOLATION; MESSAGE PASSING; TIME VARYING NETWORKS;

RADIO;

EID: 79952820169     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2011.2113195     Document Type: Article

References (19)

1. Y. Zhao, L. Morales, J. Gaeddert, K. K. Bae, J.-S. Um, and J. H. Reed, "Applying radio environment maps to cognitive wireless regional area networks," in Proc. DySPAN Conf., Dublin, Ireland, Apr. 2007, pp. 115-118. (Pubitemid 47431642)
2. M. Gudmundson, "Correlation model for shadow fading in mobile radio systems," Electron. Lett., vol. 27, no. 23, pp. 2145-2146, Nov. 1991.
3. Z. Wang, E. K. Tameh, and A. Nix, "Simulating correlated shadowing in mobile multihop relay/ad hoc networks," Univ. Bristol, Bristol, U.K., IEEE C802.16j-06/060, Jul. 2006.
4. C. Oestges, N. Czink, B. Bandemer, P. Castiglione, F. Kaltenberger, and A. J. Paulraj, "Experimental characterization and modeling of outdoorto-indoor and indoor-to-indoor distributed channels," IEEE Trans. Veh. Technol., vol. 59, no. 5, pp. 2253-2265, Jun. 2010.
5. P. Agrawal and N. Patwari, "Correlated link shadow fading in multihop wireless networks," IEEE Trans. Wireless Commun., vol. 8, no. 9, pp. 4024-4036, Aug. 2009.
6. J. Riihijärvi, P.Mähönen, M.Wellens, andM. Gordziel, "Characterization and modelling of spectrum for dynamic spectrum access with spatial statistics and random fields," in Proc. PIMRC Conf., Cannes, France, Sep. 2008, pp. 1-6.
7. S. Barbarossa, G. Scutari, and T. Battisti, "Cooperative sensing for cognitive radio using decentralized projection algorithms," in Proc. SPAWC Conf., Perugia, Italy, Jun. 2009, pp. 116-120.
8. J.-A. Bazerque and G. B. Giannakis, "Distributed spectrum sensing for cognitive radio networks by exploiting sparsity," IEEE Trans. Signal. Process., vol. 58, no. 3, pp. 1847-1862, Mar. 2010.
9. G. Mateos, J.-A. Bazerque, and G. B. Giannakis, "Spline-based spectrum cartography for cognitive radios," in Proc. 43rd Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 2009.
10. S.-J. Kim, E. Dall'Anese, and G. Giannakis, "Cooperative spectrum sensing for cognitive radios using kriged Kalman filtering." IEEE J. Sel. Topics Signal Process., vol. 5, no.1, pp. 24-36, Feb. 2011.
11. K. S. Butterworth, K. W. Sowerby, and A. G. Williamson, "Base station placement for in-building mobile communication systems to yield high capacity and efficiency," IEEE Trans. Commun., vol. 48, no. 4, pp. 658-669, Apr. 2000.
12. K. Kumaran, S. E. Golowich, and S. Borst, "Correlated shadow-fading in wireless networks and its effect on call dropping," Wirel. Netw., vol. 8, no. 1, pp. 61-71, Jan. 2002. (Pubitemid 34109604)
13. B. Mark and A. Nasif, "Estimation of maximum interference-free power level for opportunistic spectrum access," IEEE Trans. Wireless Commun., vol. 8, no. 5, pp. 2505-2513, May 2009.
14. T. S. Rappaport, Wireless Communications: Principles and Practice. Upper Saddle River, NJ: Prentice-Hall, 1996.
15. K. V. Mardia, C. Goodall, E. J. Redfern, and F. J. Alonso, "The kriged Kalman filter," Test, vol. 7, no. 2, pp. 217-285, Dec. 1998. (Pubitemid 128690192)
16. C. K. Wikle and N. Cressie, "A dimension-reduced approach to space-time Kalman filtering," Biometrika, vol. 86, no. 4, pp. 815-829, Dec. 1999.
17. J. Cortés, "Distributed kriged Kalman filter for spatial estimation," IEEE Trans. Autom. Control, vol. 54, no. 12, pp. 2816-2827, Dec. 2009.
18. B. D. Ripley, Spatial Statistics. Hoboken, NJ: Wiley, 1981.
19. X. Hong, C. Wang, H. Chen, and Y. Zhang, "Secondary spectrum access networks," IEEE Veh. Technol. Mag., vol. 4, no. 2, pp. 36-43, Jun. 2009.