2009-09-04
Geometry-Based Statistical Model for Radio Propagation in Rectangular Office Buildings
By
Progress In Electromagnetics Research B, Vol. 17, 187-212, 2009
Abstract
We present a new approach to the modeling of angle and time of arrival statistics for radio propagation in typical office buildings, in which the majority of interior scattering objects are either parallel or perpendicular to the exterior walls. We first describe the reradiating elements in office buildings as randomly distributed arrays of thin strips. The amount of clutter and the amount of transmission/reflection loss are then accounted for through several key parameters of the site-specific features of indoor environment, such as the layout and materials of the building under consideration. Subsequently, the important channel parameters including power azimuthal spectrum (PAS) and power delay spectrum (PDS) are derived. An appealing observation is that when the path angles from multiple channel trials are measured and collectively analyzed, deterministic angle clustering becomes evident. This phenomenon agrees well with the existing ray-tracing (RT) results reported by Jo et al. in buildings of this type and cannot be explained by other geometric channel models (GCMs). Furthermore, the proposed model predicts an asymmetric cluster PAS for a single-channel-trial scenario, which yields an excellent fit to the experimental data presented by Poon and Ho. Finally, we have also investigated the behaviors of the superimposed PAS and PDS under various channel conditions.
Citation
Yifan Chen, Zhenrong Zhang, Luoquan Hu, and Predrag B. Rapajic, "Geometry-Based Statistical Model for Radio Propagation in Rectangular Office Buildings," Progress In Electromagnetics Research B, Vol. 17, 187-212, 2009.
doi:10.2528/PIERB09080603
References

1. Molisch, A., D. Cassioli, C.-C. Chong, S. Emami, A. Fort, B. Kannan, J. Karedal, J. Kunisch, H. G. Schantz, K. Siwiak, and M. Z. Win, "A comprehensive standardized model for ultrawideband propagation channel," IEEE Trans. Antennas Propagat., Vol. 54, 3151-3166, Nov. 2006.
doi:10.1109/TAP.2006.883983        Google Scholar

2. Molisch, A., H. Asplund, R. Heddergott, M. Steinbauer, and T. Zwick, "The COST259 directional channel model --- Part I: Overview and methodology," IEEE Trans. Wirel. Commun., Vol. 5, 3421-3433, Dec. 2006.
doi:10.1109/TWC.2006.256966        Google Scholar

3. Franceschetti, M., "Stochastic rays pulse propagation," IEEE Trans. Antennas Propagat., Vol. 52, 2742-2752, Oct. 2004.
doi:10.1109/TAP.2004.834376        Google Scholar

4. Martini, A., M. Franceschetti, and A. Massa, "Stochastic ray propagation in stratified random lattices," IEEE Antennas Wirel. Propagat. Lett., Vol. 6, 232-235, 2007.
doi:10.1109/LAWP.2007.895923        Google Scholar

5. Hu, L. Q., H. Yu, and Y. Chen, "Path loss models based on stochastic rays," IET Micro. Antennas Propag., Vol. 1, No. 3, 602-608, 2007.
doi:10.1049/iet-map:20060346        Google Scholar

6. Hansen, J. and M. Reitzner, "Efficient indoor radio channel modeling based on integral geometry," IEEE Trans. Antennas Propagat., Vol. 52, 2456-2463, Sep. 2004.
doi:10.1109/TAP.2004.834087        Google Scholar

7. Ullmo, D. and H. U. Baranger, "Wireless propagation in buildings: A statistical scattering approach," IEEE Trans. Veh. Technol., Vol. 47, No. 9, 947-955, 1999.
doi:10.1109/25.765025        Google Scholar

8. Janaswamy, R., "An indoor pathloss model at 60 GHz based on transport theory," IEEE Antennas Wirel. Propagat. Lett., Vol. 5, 58-60, 2006.
doi:10.1109/LAWP.2006.870361        Google Scholar

9. Janaswamy, R., "Angle and time of arrival statistics for the Gaussian scatter density model," IEEE Trans. Wirel. Commun., Vol. 1, 488-497, Jul. 2002.        Google Scholar

10. Petrus, P., J. H. Reed, and T. S. Rappaport, "Geometrical-based statistical macrocell channel model for mobile environments," IEEE Trans. Commun., Vol. 50, 495-502, Mar. 2002.
doi:10.1109/26.990911        Google Scholar

11. Chen, Y. and V. K. Dubey, "Accuracy of geometric channel-modeling methods," IEEE Trans. Veh. Technol., Vol. 53, 82-93, Jan. 2004.
doi:10.1109/TVT.2003.821999        Google Scholar

12. Molisch, A. F., "A generic model for MIMO wireless propagation channels in macro- and microcells," IEEE Trans. Signal Processing, Vol. 52, 61-71, Jan. 2004.
doi:10.1109/TSP.2003.820144        Google Scholar

13. Hamalainen, J., S. Savolainen, R. Wichman, K. Ruotsalainen, and J. Ylitalo, "On the solution of scatter density in geometry based channel models," IEEE Trans. Wirel. Commun., Vol. 6, No. 3, 1054-1062, Mar. 2007.
doi:10.1109/TWC.2007.05408        Google Scholar

14. Iskander, M. F. and Z. Yun, "Propagation prediction models for wireless communication systems," IEEE Trans. Microw. Theory Tech., Vol. 50, 662-673, Mar. 2002.
doi:10.1109/22.989951        Google Scholar

15. Seidel, S. Y. and T. S. Rappaport, "Site-specific propagation prediction for wireless in-building personal communication system design," IEEE Trans. Veh. Technol., Vol. 43, 879-891, Nov. 1994.        Google Scholar

16. Hassan-Ali, M. and K. Pahlavan, "A new statistical model for site-specific indoor radio propagation prediction based on geometric optics and geometric probability," IEEE Trans. Wireless Commun., Vol. 1, 112-124, Jan. 2002.
doi:10.1109/7693.975450        Google Scholar

17. Fortune, S., D. Gay, B. Kernighan, O. Landron, R. Valenzuela, and M. Wright, "WISE design of indoor wireless systems: Practical computation and optimization," IEEE Comput. Sci. Eng., Vol. 2, 58-69, Spring, 1995.
doi:10.1109/99.372944        Google Scholar

18. Jo, J. H., M. A. Ingram, and N. Jayant, "Deterministic angle clustering in rectangular buildings based on ray-tracing," IEEE Trans. Commun., Vol. 53, 1047-1052, Jun. 2005.
doi:10.1109/TCOMM.2005.849979        Google Scholar

19. Poon, A. and M. Ho, "Indoor multiple-antenna channel characterization from 2 to 8 GHz," Proc. IEEE ICC, Anchorage, AK, 3519-3523, May 2003.

20. Zhang, Y., A. K. Brown, W. Q. Malik, and D. J. Edwards, "High resolution 3-D angle of arrival determination for indoor UWB multipath propagation," IEEE Trans. Wirel. Commun., Vol. 7, 3047-3055, Aug. 2008.
doi:10.1109/TWC.2008.060979        Google Scholar

21. Malik, W. Q., C. J. Stevens, and D. J. Edwards, "Spatiotemporal ultrawideband indoor propagation modelling by reduced complexity geometric optics," IET Commun., Vol. 1, No. 4, 751-759, 2007.
doi:10.1049/iet-com:20060551        Google Scholar

22. Spencer, Q. H., B. Jeffs, M. A. Jensen, and A. L. Swindlehurst, "Modeling the statistical time and angle of arrival characteristics of an indoor multipath channel," IEEE J. Select. Areas Commun., Vol. 18, No. 3, 347 360.        Google Scholar

23. Bertoni, H., W. Honcharenko, L. R. Maciel, and H. Xia, "UHF propagation prediction for wireless personal communications," Proc. IEEE, Vol. 82, 1333-1359, Sep. 1994.
doi:10.1109/5.317081        Google Scholar

24. Ghavami, M., L. B. Michael, and R. Kohno, Ultra Wideband Signals and Systems in Communication Engineering, John Wiley and Sons, 2004.

25. Healey, G. H. and T. O. Binford, "Local shape from specularity," Computer Vision, Graphics, and Image Processing, Vol. 42, No. 1, 62-86, 1988.
doi:10.1016/0734-189X(88)90143-0        Google Scholar

26. Ragheb, H. and E. R. Hancock, "A probabilistic framework for specular shape-from-shading," Pattern Recognition, Vol. 36, 407-427, 2003.        Google Scholar

27. Cramer, R. J.-M., R. A. Scholtz, and M. Z. Win, "Evaluation of an ultra-wide-band propagation channel," IEEE Trans. Antenna Propagat., Vol. 50, No. 5, 561-570, 2002.
doi:10.1109/TAP.2002.1011221        Google Scholar

28. Pedersen, K., P. Mogensen, and B. Fleury, "A stochastic model of the temporal and azimuthal dispersion seen at the base station in outdoor propagation environments," IEEE Trans. Veh. Technol., Vol. 49, 437-447, Mar. 2000.
doi:10.1109/25.832975        Google Scholar

29. Cassioli, D., M. Z. Win, and A. F. Molisch, "The ultra-wide bandwidth indoor channel: From statistical model to simulations," IEEE J. Select. Areas Commun., Vol. 20, 1247-1257, Aug. 2002.
doi:10.1109/JSAC.2002.801228        Google Scholar

30. McDonnell, J. T. E., T. P. Spiller, and T. A. Wilkinson, "RMS delay spread in indoor LOS environments at 5.2 GHz," IEE Electronics Letters, Vol. 34, 1149-1150, May 1998.
doi:10.1049/el:19980828        Google Scholar

31. Saunders, S. R. and A. Aragon-Zavala, Antennas and Propagation for Wireless Communication Systems, 2nd Ed., John Wiley and Sons, 2007.

32. Rappaport, T., Wireless Communications: Principles and Practice, 2nd Ed., Prentice Hall PTR, 2001.

33. Sedaghat Alvar, N., A. Ghorbani, and H. R. Amindavar, "A novel hybrid approach to ray tracing acceleration based on pre-processing & bounding volumes," Progress In Electromagnetics Research, Vol. 82, 19-32, 2008.
doi:10.2528/PIER08013007        Google Scholar

34. Cocheril, Y. and R. Vauzelle, "A new ray-tracing based wave propagation model including rough surfaces scattering," Progress In Electromagnetics Research, Vol. 75, 357-381, 2007.
doi:10.2528/PIER07061202        Google Scholar