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Modelling and Simulation in Engineering
Volume 2012, Article ID 542198, 12 pages
http://dx.doi.org/10.1155/2012/542198
Research Article

An Accurate Hardware Sum-of-Cisoids Fading Channel Simulator for Isotropic and Non-Isotropic Mobile Radio Environments

1Department of Telecommunications, CINVESTAV I.P.N., 45019 Zapopan, JAL, Mexico
2Faculty of Engineering and Science, University of Agder, P.O. Box 509, 4898 Grimstad, Norway

Received 27 April 2012; Revised 13 July 2012; Accepted 27 July 2012

Academic Editor: Carlos A. Gutierrez

Copyright © 2012 L. Vela-Garcia et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. M. Pätzold, Mobile Radio Channels, John Wiley & Sons, Chichester, UK, 2nd edition, 2011.
  2. W. C. Jakes, Ed., Microwave Mobile Communications, IEEE Press, Piscataway, NJ, USA, 1994.
  3. R. H. Clarke, “A statistical theory of mobile-radio reception,” Bell System Technical Journal, vol. 47, pp. 957–1000, 1968. View at Google Scholar
  4. M. Pätzold, Y. Li, and F. Laue, “A study of a land mobile satellite channel model with asymmetrical Doppler power spectrum and lognormally distributed line-of-sight component,” IEEE Transactions on Vehicular Technology, vol. 47, no. 1, pp. 297–310, 1998. View at Google Scholar · View at Scopus
  5. W. R. Braun and U. Dersch, “A physical mobile radio channel model,” IEEE Transactions on Vehicular Technology, vol. 40, no. 2, pp. 472–482, 1991. View at Publisher · View at Google Scholar · View at Scopus
  6. J. P. Rossi, J. P. Barbot, and A. J. Levy, “Theory and measurement of the angle of arrival and time delay of UHF radiowaves using a ring array,” IEEE Transactions on Antennas and Propagation, vol. 45, no. 5, pp. 876–884, 1997. View at Google Scholar · View at Scopus
  7. J. G. Wang, A. S. Mohan, and T. A. Aubrey, “Angles-of-arrival of multipath signals in indoor environments,” in Proceedings of the IEEE 46th Vehicular Technology Conference, pp. 155–159, May 1996. View at Scopus
  8. W. C. Y. Lee, “Finding the approximate angular probability density function of wave arrival by using a directional antenna,” IEEE Transactions on Antennas and Propagation, vol. AP-21, no. 3, pp. 328–334, 1973. View at Google Scholar · View at Scopus
  9. S. F. Fard, A. Alimohammad, and B. F. Cockburn, “An FPGA-based simulator for high path count Rayleigh and Rician fading,” IEEE Transactions on Vehicular Technology, vol. 59, no. 6, pp. 2725–2734, 2010. View at Publisher · View at Google Scholar · View at Scopus
  10. F. Ren and Y. R. Zheng, “A novel emulator for discrete-time MIMO triply selective fading channels,” IEEE Transactions on Circuits and Systems, vol. 57, no. 9, pp. 2542–2551, 2010. View at Publisher · View at Google Scholar · View at Scopus
  11. S. F. Fard, A. Alimohammad, B. Cockburn, and C. Schlegel, “A single FPGA filter-based multipath fading emulator,” in Proceedings of the IEEE Global Telecommunications Conference (GLOBECOM '09), Honolulu, Hawaii, USA, December 2009. View at Publisher · View at Google Scholar · View at Scopus
  12. R. Parra-Michel, V. Kontorovitch, A. Orozco-Lugo, and M. Lara, “Computational complexity of narrowband and wideband channel simulators,” in Proceedings of the IEEE 58th Vehicular Technology Conference (VTC'03), pp. 143–148, Orlando, Fla. USA, 2003.
  13. M. Pätzold and B. Talha, “On the statistical properties of sum-of-cisoids-based mobile radio channel simulators,” in Proceedings of the 10th International Symposium on Wireless Personal Multimedia Communications (WPMC '07), pp. 394–400, Jaipur, India, 2007.
  14. M. Pätzold and C. A. Gutiérrez, “Level-crossing rate and average duration of fades of the envelope of a sum-of-cisoids,” in Proceedings of the IEEE 67th Vehicular Technology Conference-Spring (VTC '08), pp. 488–494, Singapore, May 2008. View at Publisher · View at Google Scholar · View at Scopus
  15. S. O. Rice, “Mathematical analysis of random noise,” Bell System Technical Journal, vol. 23, pp. 282–332, 1944. View at Google Scholar
  16. S. O. Rice, “Mathematical analysis of random noise,” Bell System Technical Journal, vol. 24, pp. 46–156, 1945. View at Google Scholar
  17. M. Pätzold, J. Vázquez, C. Gutiérrez, and R. Parra-Michel, “An exact solution for the level-crossing rate and the average duration of fades of the Envelope of sum-of-cisoids,” in Proceedings of the Conference on Electronics Engineering and Computer Science (CIIECC '12), pp. 30–40, Guadalajara, Mexico, 2012.
  18. A. Abdi, J. A. Barger, and M. Kaveh, “A parametric model for the distribution of the angle of arrival and the associated correlation function and power spectrum at the mobile station,” IEEE Transactions on Vehicular Technology, vol. 51, no. 3, pp. 425–434, 2002. View at Publisher · View at Google Scholar · View at Scopus
  19. A. Abdi, K. Wills, H. A. Barger, M. S. Alouini, and M. Kaveh, “Comparison of the level crossing rate and average fade duration of Rayleigh, Rice, and Nakagami fading models with mobile channel data,” in Proceedings of the 52nd Vehicular Technology Conference (VTC '00), pp. 1850–1857, September 2000. View at Scopus
  20. L. Cordesses, “Direct digital synthesis: a tool for periodic wave generation,” IEEE Signal Processing Magazine, vol. 21, no. 4, pp. 50–54, 2004. View at Publisher · View at Google Scholar · View at Scopus
  21. M. Pätzold and D. Kim, “Test procedures and performance assessment of mobile fading channel simulators,” in Proceedings of the 59th IEEE Semiannual Vehicular Technology Conference (VTC '04), pp. 254–260, Milan, Italy, 2004.
  22. J. M. Muller, Elementary Functions, Algorithms and Implementation, Birkhäuser, Boston, Mass, USA, 2th edition, 2002.
  23. R. Zarate-Martinez, F. Pena-Campos, J. Vázquez Castillo, and R. Parra-Michel, “Arbitrary distribution random variable generator for channel emulators,” in Proceedings of the IEEE International Conference on Reconfigurable Computing and FPGAs (ReConFig '11), pp. 339–344, Cancun, Mexico, 2011.
  24. J. Vázquez Castillo, A. Castillo Atoche, O. Longoria-Gandara, and R. Parra-Michel, “An efficient Gaussian random number architecture for MIMO channel emulators,” in Proceedings of the IEEE Workshop on Signal Processing System (SIPS '11), pp. 316–321, Beirut, Lebanon, October 2011.
  25. B. O. Hogstad, M. Pätzold, N. Youssef, and D. Kim, “A MIMO mobile-to-mobile channel model: part II—the simulation model,” in Proceedings of the 16th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC '05), pp. 562–567, Berlin, Germany, September 2005. View at Scopus
  26. M. Pätzold, U. Killat, F. Laue, and Y. Li, “On the statistical properties of deterministic simulation models for mobile fading channels,” IEEE Transactions on Vehicular Technology, vol. 47, no. 1, pp. 254–269, 1998. View at Google Scholar · View at Scopus
  27. C. A. Gutiérrez-Diaz-De-Leon and M. Pätzold, “Sum-of-sinusoids-based simulation of flat fading wireless propagation channels under non-isotropic scattering conditions,” in Proceedings of the 50th Annual IEEE Global Telecommunications Conference (GLOBECOM '07), pp. 3842–3846, Washington, DC, USA, November 2007. View at Publisher · View at Google Scholar · View at Scopus
  28. C. A. Gutiérrez-Diaz-De-Leon and M. Pätzold, “Efficient sum-of-sinusoids-based simulation of mobile fading channels with asymmetrical Doppler power spectra,” in Proceedings of the 4th IEEE International Symposium on Wireless Communication Systems (ISWCS '07), pp. 246–251, Trondheim, Norway, October 2007. View at Publisher · View at Google Scholar · View at Scopus
  29. M. Pätzold, U. Killat, and F. Laue, “A deterministic digital simulation model for suzuki processes with application to a shadowed Rayleigh land mobile radio channel,” IEEE Transactions on Vehicular Technology, vol. 45, no. 2, pp. 318–331, 1996. View at Google Scholar · View at Scopus
  30. J. Vázquez Castillo, L. Vela-Garcia, A. Castillo Atoche, J. Lopez Estrada, and R. Parra-Michel, “High-speed low-power parallel random number generator for wireless channel emulators,” in Proceedings of the Symposium on Circuits and Systems (LASCAS '12), pp. 1–4, Playa del Carmen, Mexico, 2012.