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International Journal of Antennas and Propagation
Volume 2017, Article ID 1513038, 15 pages
https://doi.org/10.1155/2017/1513038
Research Article

Channel Measurements and Modeling at 6 GHz in the Tunnel Environments for 5G Wireless Systems

1College of Electronic and Optical Engineering, Nanjing University of Posts and Telecommunications, Nanjing, Jiangsu 210003, China
2National Key Laboratory of Electromagnetic Environment, China Research Institute of Radio Wave Propagation, Qingdao, Shandong 266107, China

Correspondence should be addressed to Shuang-de Li; nc.ude.tpujn@7080204101

Received 14 May 2017; Revised 8 August 2017; Accepted 8 October 2017; Published 10 December 2017

Academic Editor: Larbi Talbi

Copyright © 2017 Shuang-de Li 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. K. Samimi and T. S. Rappaport, “3-D millimeter-wave statistical channel model for 5G wireless system design,” IEEE Transactions on Microwave Theory and Techniques, vol. 64, pp. 2207–2225, 2016. View at Publisher · View at Google Scholar · View at Scopus
  2. Millimeter-wave Based Mobile Radio Access Network for 5G Integrated Communications (mmMagic), “Use case characterization, KPIs and preferred suitable frequency ranges for future 5G systems between 6 GHz and 100 GHz,” August 2016, http://5g-mmmagic.eu/results/.
  3. A. M. Al-Samman, T. A. Rahman, M. H. Azmi, M. N. Hindia, I. Khan, and E. Hanafi, “Statistical modeling and characterization of experimental mm-wave indoor channels for future 5G wireless communication networks,” PLoS One, vol. 11, pp. 1–29, 2016. View at Publisher · View at Google Scholar · View at Scopus
  4. Z. Y. Pi and F. Khan, “An introduction to millimeter-wave mobile broadband systems,” IEEE Communication Magazine, vol. 49, pp. 101–107, 2011. View at Publisher · View at Google Scholar · View at Scopus
  5. T. S. Rappaport, G. R. MacCartney Jr., M. K. Samimi, and S. Sun, “Wideband millimeter-wave propagation measurements and channel models for future wireless communication system design,” IEEE Transactions on Communications, vol. 63, pp. 3029–3056, 2015. View at Publisher · View at Google Scholar · View at Scopus
  6. A. Ghosh, T. A. Thomas, M. C. Cudak et al., “Millimeter-wave enhanced local area systems: a high-data-rate approach for future wireless networks,” IEEE Journal on Selected Areas in Communications, vol. 32, pp. 1152–1163, 2014. View at Publisher · View at Google Scholar · View at Scopus
  7. International Telecommunication Union Radiocommunication Sector (ITU-R), “Future spectrum requirements estimate for terrestrial IMT report ITU-R M.2290-0,” August 2016, http://www.itu.int/pub/R-REP-M.2290-2014.
  8. Mobile and Wireless Communications Enablers for the Twenty-twenty Information Society (METIS), “Initial channel models based on measurements,” D1.2, http://www.metis2020.com.
  9. G. R. MacCartney Jr., T. S. Rappaport, S. Sun, and S. J. Deng, “Indoor office wideband millimeter-wave propagation measurements and channel models at 28 and 73 GHz for ultra-dense 5G wireless networks,” IEEE Access, vol. 3, pp. 2388–2424, 2015. View at Publisher · View at Google Scholar · View at Scopus
  10. T. S. Rappaport, S. Sun, R. Mayzus et al., “Millimeter-wave mobile communications for 5G cellular: it will work!,” IEEE Access, vol. 1, pp. 335–349, 2013. View at Publisher · View at Google Scholar · View at Scopus
  11. Millimeter-wave Evolution for Backhaul and Access (MiWEBA), “Channel modeling and characterization,” D5.1, http://www.miweba.eu.
  12. Millimeter-wave Based Mobile Radio Access Network for 5G Integrated Communications (mmMagic), “Channel measurements and modeling,” WP2, http://5g-mmmagic.eu.
  13. M. Peter, R. J. Weiler, W. Keusgen, T. Eichler, M. Kottkamp, and A. Nahring, “Characterization of mm-wave channel sounders up to W-band and validation of measurement results,” in 2016 IEEE 10th European Conference on Antennas and Propagation (EuCAP), pp. 1–5, Davos, Switzerland, 2016. View at Publisher · View at Google Scholar · View at Scopus
  14. J. Blumenstein, T. Mikulasek, T. Zemen, C. Mecklenbrauker, R. Marsalek, and A. Prokes, “In-vehicle mm-wave channel model and measurement,” in 2014 IEEE 80th Vehicular Technology Conference (VTC Fall), pp. 1–5, Vancouver, BC, Canada, 2014. View at Publisher · View at Google Scholar · View at Scopus
  15. J. Kivinen, X. W. Zhao, and P. Vainikainen, “Empirical characterization of wideband indoor radio channel at 5.3GHz,” IEEE Transactions on Antennas and Propagation, vol. 49, pp. 1192–1203, 2001. View at Publisher · View at Google Scholar · View at Scopus
  16. M. Peter, R. J. Weiler, B. Goktepe, W. Keusgen, and K. Sakaguchi, “Channel measurement and modeling for 5G urban microcellular scenarios,” Sensors, vol. 16, p. 1330, 2016. View at Publisher · View at Google Scholar · View at Scopus
  17. M. Kim, J. I. Takada, Y. Y. Chang, J. Y. Shen, and Y. Oda, “Large scale characteristics of urban cellular wideband channels at 11 GHz,” in 2015 IEEE 9th European Conference on Antennas and Propagation (EuCAP), pp. 1–4, Lisbon, Portugal, 2015.
  18. J. Vehmas, J. Jarvelainen, S. L. H. Nguyen, R. Naderpour, and K. Haneda, “Millimeter-wave channel characterization at Helsinki airport in the 15, 28, and 60 GHz bands,” in 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall), pp. 1–5, Montreal, QC, Canada, 2016. View at Publisher · View at Google Scholar
  19. T. S. Rappaport, “Multi-beam antenna combing for 28 GHz cellular link improvement in urban environments,” in 2013 IEEE Global Communications Conference (GLOBECOM), pp. 3754–3759, Atlanta, GA, USA, 2013. View at Publisher · View at Google Scholar · View at Scopus
  20. S. Hur, Y. J. Cho, T. Kim et al., “Wideband spatial channel model in an urban cellular environments at 28 GHz,” in 2015 IEEE 9th European Conference on Antennas and Propagation (EuCAP), pp. 1–5, Lisbon, Portugal, 2015.
  21. Y. P. Zhu, H. M. Wang, W. Hong, J. W. Dou, S. P. Mei, and X. Yuan, “28-GHz path-loss measurement and modeling in indoor environments,” in 2015 IEEE 6th International Symposium on Microwave, Antenna, Propagation, and EMC Technologies (MAPE), pp. 234–237, 2015. View at Publisher · View at Google Scholar · View at Scopus
  22. X. W. Zhao, S. Li, Q. Wang, M. J. Wang, S. H. Sun, and W. Hong, “Channel measurements, modeling, simulation and validation at 32 GHz in outdoor microcells for 5G radio systems,” IEEE Access, vol. 5, pp. 1062–1072, 2016. View at Publisher · View at Google Scholar
  23. G. R. MacCartney, J. H. Zhang, S. Nie, and T. S. Rappaport, “Path loss models for 5G millimeter wave propagation channels in urban microcells,” in 2013 IEEE Global Communications Conference (GLOBECOM), pp. 3948–3953, Atlanta, GA, USA, 2013. View at Publisher · View at Google Scholar · View at Scopus
  24. S. Sun, T. S. Rappaport, T. A. Thomas et al., “Investigation of prediction accuracy, sensitivity, and parameter stability of large-scale propagation path loss models for 5G wireless communications,” IEEE Transactions on Vehicular Technology, vol. 65, pp. 2843–2860, 2016. View at Publisher · View at Google Scholar · View at Scopus
  25. J. Ryan, G. R. MacCartney Jr., and T. S. Rappaport, “Indoor office wideband penetration loss measurements at 73 GHz,” in 2017 IEEE International Conference on Communications Workshop (ICC Workshops), pp. 1–6, Paris, France, 2017. View at Publisher · View at Google Scholar
  26. G. R. MacCartney Jr., H. S. Yan, S. Sun, and T. S. Rappaport, “A flexible wideband millimeter-wave channel sounder with local area and NLOS to LOS transition measurements,” in IEEE International Conference on Communications (ICC), pp. 1–7, Paris, France, 2017. View at Publisher · View at Google Scholar
  27. N. Moraitis and P. Constantinou, “Measurements and characterization of wideband indoor radio channel at 60 GHz,” IEEE Transactions Wireless Communications, vol. 5, pp. 880–889, 2006. View at Publisher · View at Google Scholar · View at Scopus
  28. P. F. M. Smulders, “Statistical characterization of 60-GHz indoor radio channels,” IEEE Transactions on Antennas and Propagation, vol. 57, pp. 2820–2829, 2009. View at Publisher · View at Google Scholar · View at Scopus
  29. M. Z. Zaaimia, R. Touhami, L. Talbi, M. Nedil, and M. C. E. Yagoub, “60-GHz statistical channel characterization for wireless data centers,” IEEE Antennas and Wireless Propagation Letters, vol. 15, pp. 976–979, 2016. View at Publisher · View at Google Scholar · View at Scopus
  30. K. Haneda, J. Jarvelainen, A. Karttunen, M. Kyro, and J. Putkonen, “A statistical spatio-temporal radio channel model for large indoor environments at 60 and 70 GHz,” IEEE Transactions on Antennas and Propagation, vol. 63, pp. 2694–2704, 2015. View at Publisher · View at Google Scholar · View at Scopus
  31. P. B. Papazian, C. Gentile, K. A. Remley, J. Senic, and N. Golmie, “A radio channel sounder for mobile millimeter-wave communications: system implementation and measurement assessment,” IEEE Transactions on Microwave Theory and Techniques, vol. 64, pp. 2924–2932, 2016. View at Publisher · View at Google Scholar · View at Scopus
  32. M. Jacob and T. Kurner, “Radio channel characteristics for broadband WLAN/WPAN applications between 67 and 110 GHz,” in 2009 IEEE 3rd European Conference on Antennas and Propagation 2009 EuCAP, pp. 2663–2667, Berlin, Germany, 2009.
  33. S. H. Chen and S. K. Jeng, “An SBR/image approach for radio wave propagation in indoor environments with metallic furniture,” IEEE Transactions on Antennas and Propogation, vol. 45, pp. 98–106, 1997. View at Publisher · View at Google Scholar · View at Scopus
  34. J. C. Xiao, C. Tao, L. Liu, Y. P. Lu, W. J. Li, and P. Y. Liu, “Development of virtual massive MIMO channel measurement system,” Journal of Electronic Measurement and Instrumentation, vol. 30, pp. 101–110, 2016. View at Google Scholar
  35. Remcom, Wireless Insite Reference Manual, Ver.2.8.1, 2016.
  36. International Telecommunication Union Radiocommunication Sector (ITU-R), “Effects of building materials and structures on radiowave propagation above 100 MHz report ITU-R P.2040,” 2013. View at Google Scholar
  37. I. Cuinas, J. P. Pugliese, A. Hammoudeh, and M. G. Sanchez, “Comparison of the electromagnetic properties of building materials at 5.8 GHz and 62.4 GHz,” in 2000 IEEE 52nd Vehicular Technology Conference, vol. 2, pp. 780–785, Boston, MA, USA, 2000. View at Publisher · View at Google Scholar
  38. L. M. Correia and P. O. Frances, “Estimation of materials characteristics from power measurements at 60 GHz,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, vol. 2, pp. 510–513, 1994. View at Publisher · View at Google Scholar
  39. M. Lott and I. Forkel, “A multi-wall-and-floor model for indoor radio propagation,” in 2001 IEEE Vehicular 53rd VTS Technology Conference Spring 2001 VTC, pp. 464–468, 2001. View at Publisher · View at Google Scholar
  40. M. E. Azhari, M. Nedil, I. B. Mabrouk, and L. Talbi, “Path loss effect on off-body channel capacity of a MIMO system using patch antennas inside a mine,” in 2016 IEEE International Symposium on Antennas and Propagation (APSURSI), pp. 1697-1698, Fajardo, Puerto Rico, 2016. View at Publisher · View at Google Scholar · View at Scopus
  41. International Telecommunication Union Radiocommunication Sector (ITU-R), “Guidelines for evaluation of radio interface technologies for IMT-advanced report ITU-R M. M.2135-1”.
  42. B. M. Donlan, D. R. McKinstry, and R. M. Buehre, “The UWB indoor channel: large and small scale modeling,” IEEE Transactions on Wireless Communications, vol. 5, pp. 2863–2873, 2006. View at Publisher · View at Google Scholar · View at Scopus
  43. X. W. Zhao, S. Y. Geng, and B. M. Coulibaly, “Path-loss model including LOS-NLOS transition regions for indoor corridors at 5 GHz,” IEEE Antennas and Propagation Magazine, vol. 55, pp. 217–223, 2013. View at Publisher · View at Google Scholar · View at Scopus
  44. J. Medbo, P. Kyosti, K. Kusume et al., “Radio propagation modeling for 5G mobile and wireless communications,” IEEE Communications Magazine, vol. 54, pp. 144–151, 2016. View at Publisher · View at Google Scholar · View at Scopus
  45. T. S. Rappaport, R. W. Heath Jr., R. C. Daniels, and J. N. Murdock, Millimeter Wave Wireless Communications, Person/Prentice Hall, 2015.
  46. T. S. Rappaport, Wireless Communications, Principles and Practice, Prentice Hall, 2nd ed edition, 2002.
  47. S. Collonge, G. Zaharia, and G. E. Zein, “Influence of furniture on 60GHz radio propagation in a residential environment,” Microwave and Optical Technology Letters, vol. 39, pp. 230–233, 2003. View at Publisher · View at Google Scholar · View at Scopus
  48. V. A. Fono and L. Talbi, “Modeling the effect of periodic wall roughness on the indoor radio propagation channel,” Progress in Electromagnetics Research M, vol. 49, pp. 167–179, 2016. View at Publisher · View at Google Scholar
  49. T. Taga, “Analysis for mean effective gain of mobile antennas in land mobile radio environment,” IEEE Transactions on Vehicular Technology, vol. 39, pp. 117–131, 1990. View at Publisher · View at Google Scholar · View at Scopus
  50. X. W. Zhao, J. Kivinen, P. Vainikainen, and K. Skog, “Characterization of doppler spectra for mobile communications at 5.3 GHz,” IEEE Transactions on Vehicular Technology, vol. 52, pp. 14–23, 2003. View at Publisher · View at Google Scholar · View at Scopus
  51. M. H. Rezaeian, S. Esmaeili, and R. Fadaeinedjad, “Generator coherency and network partitioning for dynamic equivalencing using subtractive clustering algorithm,” IEEE Systems Journal, vol. PP, pp. 1–11, 2017. View at Publisher · View at Google Scholar