Practical radio environment mapping with geostatistics

2012 IEEE International Symposium on Dynamic Spectrum Access Networks, DYSPAN 2012

Volumn , Issue , 2012, Pages 422-433

  Phillips, Caleb ^a   Ton, Michael ^a   Sicker, Douglas ^a   Grunwald, Dirk ^a  

^a UCB 450   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GEO-STATISTICS; GEOSTATISTICAL; GEOSTATISTICAL MODELING; MAPPING APPLICATIONS; PATH LOSS MODELS; RADIO ENVIRONMENT; UNIVERSITY OF COLORADO; WIMAX NETWORKS;

COMPUTER NETWORKS; INFORMATION SYSTEMS;

MAPPING;

EID: 84876017182     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DYSPAN.2012.6478166     Document Type: Conference Paper

References (31)

1. C. Phillips, D. Sicker, and D. Grunwald, "Bounding the practical error of path loss models in urban environments," in IEEE Dynamic Spectrum Access Networks (DySPAN), 2011.
2. R. Wahl, G. Wolfe, P. Wertz, P. Wildbolz, and F. Landstorfer, "Dominant path prediction model for urban scenarios," in 14th IST Mobile and Wireless Communications Summit, 2005.
3. J. Robinson, R. Swaminathan, and E. W. Knightly, "Assessment of urban-scale wireless networks with a small number of measurements," in MobiCom, 2008.
4. A. Konak, "A kriging approach to predicting coverage in wireless networks," International Journal of Mobile Network Design and Innovation, 2010.
5. M. Wellens, J. Riihijarvi, and P. Mahonen, "Spatial statistics and models of spectrum use," Comput. Commun., vol. 32, pp. 1998-2011, December 2009.
6. N. A. C. Cressie, Statistics for Spatial Data, revised ed. Wiley
7. H. Wackernagel, Multivariate Geostatistics, 2nd ed., 1998, Ed. Springer.
8. M. Kanevski, Ed., Advanced Mapping of Environmental Data. ISTE Ltd. and John Wiley and Sons, Inc., 2008.
9. R. Olea, "Sampling design optimization for spatial functions," Mathematical Geology, vol. 16, pp. 369-392, 1984.
10. E. A. Yfantis, G. T. Flatman, and J. V. Behar, "Efficiency of kriging estimation for square, triangular, and hexagonal grids," Mathematical Geology, vol. 19, no. 3, pp. 183-205, 1987.
11. J. van Groenigen, W. Siderius, and A. Stein, "Constrained optimisation of soil sampling for minimisation of the kriging variance," Geoderma, vol. 87, no. 3-4, pp. 239-259, 1999.
12. E. M. Delmelle and P. Goovaerts, "Second-phase sampling designs for non-stationary spatial variables," Geoderma, vol. 153, pp. 205-216, 2009.
13. D. A. Cohn, Z. Ghahramani, and M. I. Jordan, "Active learning with statistical models," Journal of Artificial Intelligence Research, vol. 4, pp. 129-145, 1996.
14. I. Staircase 3, "Open signal maps-cell phone tower and signal heat maps," http://opensignalmaps.com/, October 2011.
15. K. Connelly, Y. Liu, D. Bulwinkle, A. Miller, and I. Bobbitt, "A toolkit for automatically constructing outdoor radio maps," in Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'05), vol. 2, apr. 2005, pp. 248-253 Vol. 2.
16. E. Dall'Anese, "Geostatistics-inspired sparsity-aware cooperative spectrum sensing for cognitive radio networks," in Proceedings of the Second International Workshop on Mobile Opportunistic Networking, ser. MobiOpp '10. New York, NY, USA: ACM, 2010, pp. 203-204.
17. A. Neskovic, N. Neskovic, and D. Paunovic, "Indoor electric field level prediction model based on the artificial neural networks," Communications Letters, IEEE, vol. 4, no. 6, pp. 190-192, Jun. 2000.
18. Y. Ould Isselmou, H. Wackernagel, W. Tabbara, and J. Wiart, "Geostatistical interpolation for mapping radio-electric exposure levels," in Antennas and Propagation, 2006. EuCAP 2006. First European Conference on, 2006, pp. 1-6.
19. J. Riihijarvi, P. Mahonen, M. Wellens, and M. Gordziel, "Characterization and modelling of spectrum for dynamic spectrum access with spatial statistics and random fields," in Personal, Indoor and Mobile Radio Communications (PIMRC 2008), Sep 2008, pp. 1-6.
20. J. Riihijarvi, P. Mahonen, M. Petrova, and V. Kolar, "Enhancing cognitive radios with spatial statistics: From radio environment maps to topology engine," in CROWNCOM '09, June 2009, pp. 1-6.
21. J. Riihijarvi, P. Mahonen, and S. Sajjad, "Influence of transmitter configurations on spatial statistics of radio environment maps," in Personal, Indoor and Mobile Radio Communications, Sep 2009, pp. 853-857.
22. R. Olea, "A six-step practical approach to semivariogram modeling," Stochastic Environmental Research and Risk Assessment, vol. 20, pp. 307-318, 2006.
23. X. Jian, R. A. Olea, and Y.-S. Yu, "Semivariogram modeling by weighted least squares," Computers & Geosciences, vol. 22, no. 4, pp. 387-397, 1996.
24. P. J. R. Jr and P. J. Diggle, "geoR: a package for geostatistical analysis," R-NEWS, vol. 1, no. 2, pp. 14-18, June 2001, iSSN 1609-3631.
25. C. Phillips and R. Senior, "CRAWDAD trace set pdx/metrofi," Downloaded from http://crawdad.cs.dartmouth.edu/pdx/metrofi.
26. S. Rangarajan, "Geni-open, programmable wimax base station," http://www.winlab.rutgers.edu/docs/focus/GENI-WiMAX.html, August 2011.
27. D. Halperin, W. Hu, A. Sheth, and D. Wetherall, "Predictable 802.11 packet delivery from wireless channel measurements," in ACM SIGCOMM, 2010.
28. -, "Tool release: gathering 802.11n traces with channel state information," SIGCOMM Computer Communications Review, vol. 41, pp. 53-53.
29. S. Rayanchu, A. Patro, and S. Banerjee, "Airshark: Detecting non-wifi rf devices using commodity wifi hardware," in Internet Measurement Conference (IMC), November 2-4 2011.
30. D. Newbury and D. Bright, "Logarithmic 3-band color encoding: Robust method for display and comparison of compositional maps in electron probe x-ray microanalysis," Surface and Microanalysis Science Division, National Institute of Standards and Technology (NIST), Tech. Rep., 1999.
31. W. C. Y. Lee, "Estimate of local average power of a mobile radio signal," IEEE Transactions on Vehicular Technology, vol. VT-34, pp. 22-27, 1985.