DOI QR코드

DOI QR Code

Realistic and Efficient Radio Propagation Model for V2X Communications

  • Received : 2013.05.01
  • Accepted : 2013.07.20
  • Published : 2013.08.31

Abstract

Multiple wireless devices are being widely deployed in Intelligent Transportation System (ITS) services on the road to establish end-to-end connection between vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) networks. Vehicular ad hoc networks (VANETs) play an important role in supporting V2V and V2I communications (also called V2X communications) in a variety of urban environments with distinct topological characteristics. In fact, obstacles such as big buildings, moving vehicles, trees, advertisement boards, traffic lights, etc. may block the radio signals in V2X communications. Their impact has been neglected in VANET research. In this paper, we present a realistic and efficient radio propagation model to handle different sizes of static and moving obstacles for V2X communications. In the proposed model, buildings and large moving vehicles are modeled as static and moving obstacles, and taken into account their impact on the packet reception rate, Line-of-sight (LOS) obstruction, and received signal power. We use unsymmetrical city map which has many dead-end roads and open faces. Each dead-end road and open faces are joined to the nearest edge making a polygon to model realistic obstacles. The simulation results of proposed model demonstrates better performance compared to some existing models, that shows proposed model can reflect more realistic simulation environments.

Keywords

References

  1. J. Lloret, A. Canovas, A. Catala, M. Garcia, "Group-based Protocol and Mobility Model for VANETs to Offer Internet Access," Journal of Network and Computer Applications, Available online March 2012. DOI: 10.1016/j.jnca.2012.02.009
  2. J.S. Otto, F.E. Bustamante, and R.A. Berry, "Down the block and around the corner the impact of radio propagation on inter-vehicle wireless communication," in Proc. of 29th IEEE International Conference on Distributed Computing Systems, (ICDCS '09), Montreal, Quebec, Canada. June 22-26, 2009. DOI: 10.1109/ICDCS.2009.60
  3. M. Boban, T.T.V. Vinhoza, M. Ferreira, J. Barros, and O.K. Tonguz, "Impact of vehicles as obstacles in vehicular ad hoc networks," IEEE Journal on Selected Areas in Communications, 29(1):15-28, 2011. http://dx.doi.org/10.1109/JSAC.2011.110103
  4. S.U. Rehman, W.-C. Song, and G.-L. Park, "Associativity-based on-demand multi-path routing in mobile ad hoc networks," KSII Transactions on Internet and Information Systems, Vol.3 No.5, pages 475-491, 2009. http://dx.doi.org/10.3837/tiis.2009.05.004
  5. M.-W. Ryu, S.K.S.-H. Cha, J.-G. Koh, and K.-H. Cho. "Position-based routing algorithm for improving reliability of inter-vehicle communication," KSII Transactions on Internet and Information Systems, Vo. 5, Pp. 1388 -1403, 2011. http://dx.doi.org/10.3837/tiis.2011.08.002
  6. R. H. Khokhar, M. A. Ngadi, M. S. Latiff, and M. A. Amin, "Reactive traffic-aware routing strategy for urban vehicular environments," International Journal of Ad Hoc and Ubiquitous Computing, Vol. 10, No. 3 (2012). DOI: 10.1504/IJAHUC.2012.048625
  7. R. H. Khokhar, R. M. Noor, K. Ghafoor, C.-H. Ke, and M. A. Ngadi, "Fuzzy-assisted social-based routing for urban vehicular environments," EURASIP Journal on Wireless Communications and Networking, 2011(1):178, 2011. http://dx.doi.org/10.1186/1687-1499-2011-178
  8. K.Z. Ghafoor, K. Bakar, S.A. Salleh, K. Lee, M. Mohamad, M. Kamat, and M. Arshad, "Fuzzy logic-assisted geographical routing over vehicular ad hoc networks," International Journal of Innovative Computing Information and Control, Vol. 8, Number 7(B), July 2012 pp. 5095-5120.
  9. K.Z. Ghafoor, K.A. Bakar, K. Lee, H. AL-Hashimi, "A Novel Delay- and Reliability- Aware Inter-Vehicle Routing Protocol" Network Protocols and Algorithms, Vol. 2, No 2. Pp.66-88. 2010 http://dx.doi.org/10.5296/npa.v2i2.427
  10. D. R. Choffnes and Fabian E. Bustamante, "An integrated mobility and traffic model for vehicular wireless networks," in Proc. of the 2nd ACM international workshop on Vehicular ad hoc networks, Cologne, Germany, September 2, 2005. Pp. 69-78. http://dx.doi.org/10.1145/1080754.1080765
  11. T. S. Rappaport, "Wireless Communications Principles and Practice," Prentice Hall, 2nd edition edition, 2002.
  12. R. H. Clarke, "A statistical theory of mobile radio reception," Bell Systems Technical Journal, 47 (6):9571000, 1968.
  13. S.O. Rice, "Mathematical analysis of random noise," Bell Telephone Laboratories, 1944. PMid:18015998 PMCid:PMC1625059
  14. M. Gudmundson, "Correlation model for shadow fading in mobile radio systems," Electronics Letters, 27(23):2145 -2146. Nov. 1991. http://dx.doi.org/10.1049/el:19911328
  15. J. Lloret, J. Tomas, M. Garcia, A. Canovas, "A Hybrid Stochastic Approach for Self-Location of Wireless Sensors in Indoor Environments," Sensors, Vol. 9, Issue 5, Pp. 3695-3712. May 2009. http://dx.doi.org/10.3390/s90503695
  16. Y. Zou, J. Zhu, B. Zheng, Y. Yao, "An Adaptive Cooperation Diversity Scheme With Best-Relay Selection in Cognitive Radio Networks," IEEE Transactions on Signal Processing, Vol. 58, No. 10, October 2010 http://dx.doi.org/10.1109/TSP.2010.2053708
  17. Y. Zou, Y. Yao, B. Zheng, "Diversity-Multiplexing Tradeoff in Selective Cooperation for Cognitive Radio," IEEE Transactions on Communications, Vol. 60, No. 9, September 2012. 10.1109/TCOMM.2012.072612.110180
  18. L. Cheng, B.E. Henty, D.D. Stancil, F. Bai, and P. Mudalige, "Mobile vehicle-to-vehicle narrow-band channel measurement and characterization of the 5.9GHz dedicated short range communication frequency band," IEEE Journal on Selected Areas in Communications, 25(8):1501 -1516, 2007. http://dx.doi.org/10.1109/JSAC.2007.071002
  19. A.G. Zajic, G.L. Stuber, T.G. Pratt, and S.T. Nguyen, "Wideband mimo mobile-to-mobile channels: Geometry-based statistical modeling with experimental verification," IEEE Transactions on Vehicular Technology, 58(2):517 -534, feb. 2009. http://dx.doi.org/10.1109/TVT.2008.928001
  20. J. Karedal, F. Tufvesson, N. Czink, A. Paier, C. Dumard, T. Zemen, C.F. Mecklenbrauker, and A.F. Molisch, "A geometry-based stochastic mimo model for vehicle-to-vehicle communications," IEEE Transactions on Wireless Communications, 8(7):3646-3657, 2009. http://dx.doi.org/10.1109/TWC.2009.080753
  21. K. Mammasis and P. Santi, "A two-dimensional geometry-based stochastic model," IEEE Transactions on Wireless Communications, 11(1):38 -43, January 2012. 21. 10.1109/TWC.2011.111211.110671
  22. I. Sen and D.W. Matolak, "Vehicle-vehicle channel models for the 5-ghz band," IEEE Transactions on Intelligent Transportation Systems, 9(2):235 -245, 2008. http://dx.doi.org/10.1109/TITS.2008.922881
  23. S. Marinoni and H.H. Kari, "Ad hoc routing protocol performance in a realistic environment," in Proc. of International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICN/ICONS/MCL 2006), 23-29 April 2006. 10.1109/ICNICONSMCL.2006.39. PMCid:PMC2065967
  24. J. Lloret, J.J. Lopez, C. Turro, and S. Flores, "A fast design model for indoor radio coverage in the 2.4 ghz wireless lan," in Proc. of 1st International Symposium on Wireless Communication Systems (ISWCS'04), Port Louis (Mauricio Island), September 20-22, 2004. pp 408-412. DOI:10.1109/ISWCS.2004.1407279
  25. J. Lloret, M. Garcia, D. Bri, and S. Sendra, "A wireless sensor network deployment for rural and forest fire detection and verification," Sensors, 9(11):8722-8747, 2009. http://dx.doi.org/10.3390/s91108722. PMid:22291533 PMCid:PMC3260610
  26. A. Mahajan, N. Potnis, K. Gopalan, and A. Wang, "Modeling vanet deployment in urban settings," in Proc. of 10th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Chania, Crete Island, Greece, October 2007. doi=10.1.1.132.7195
  27. Wavemon Website. At: http://packages.debian.org/unstable/net/wavemon
  28. F.J. Martinez, Chai-Keong Toh, J.-C. Cano, C.T. Calafate, and P. Manzoni, "Realistic radio propagation models (rpms) for vanet simulations," in Proc. of in Wireless Communications and Networking Conference (WCNC 2009), Budapest, Hungary, 5-8 April 2009. http://dx.doi.org/10.1109/WCNC.2009.4917932
  29. F.J. Martinez, M. Fogue, M. Coll, J. Cano, C.T. Calafate, and P. Manzoni, "Assessing the impact of a realistic radio propagation model on vanet scenarios using real maps," in Proc. of 9th IEEE International Symposium on Network Computing and Applications (NCA 2010), Cambridge, Massachusetts, USA. July 15-17, 2010, pp. 132 -139. DOI: 10.1109/NCA.2010.24
  30. Sanqing Hu ; Yu-Dong Yao ; Sheikh, A.U., Haleem, M.A., "Tagged user approach for finite-user finite-buffer S-Aloha analysis in AWGN and frequency selective fading channels," in Proc. of 34th IEEE Sarnoff Symposium, pp1-5, 2011. doi:10.1109/SARNOF.2011.5876474
  31. Sanqing Hu, Yu-Dong Yao, Sheikh, A.U., "Slotted Aloha for cognitive radio users and its tagged user analysis," in Proc. of 21st IEEE WOCC, pp1-5, 2012 doi:10.1109/WOCC.2012.6198140
  32. H. S. Lichte, V. Stefan, K. Holger, A. Imad, L. Luis, and W. Joerg, "Design and evaluation of a routing-informed cooperative mac protocol for ad hoc networks," in Proc. of 27th Annual Joint Conference of the IEEE Computer Communication Societies (INFOCOM), Phoenix, USA, April 2008. DOI: 10.1109/INFOCOM.2008.249
  33. H.S. Lichte and J. Weide, "Modeling obstacles in inet/mobility framework: motivation, integration, and performance," in Proc. of 2nd International Conference on Simulation Tools and Techniques (Simutools '09), Rome, Italy, March 3-5, 2009. DOI: 10.4108/ICST.SIMUTOOLS2009.5680
  34. R. Nagel and S. Eichler, "Efficient and realistic mobility and channel modeling for vanet scenarios using omnet++ and inet-frameworkm," in Proc. of 1st Int. conference on Simulation tools and techniques for communications, networks and systems (Simutools '08), Marseille, France, March 03 - 07, 2008. doi=10.1.1.144.221
  35. Tiger. tiger/line and tiger-related products. U.S. census bureau. Available at: http://www.census.gov/geo/www/tiger/shp.html
  36. A. Kopke, M. Swigulski, K.Wessel, D.Willkomm, P. T. Klein Haneveld, T. E. V. Parker, O. W. Visser, H. S. Lichte, and S. Valentin, "Simulating wireless and mobile networks in omnet++ the mixim vision," in Proc. of 1st Int. conference on Simulation tools and techniques for communications, networks and systems (Simutools '08), Marseille, France, March 03 - 07, 2008. doi: 10.1016/S1389-1286(03)00356-6
  37. AquaLab. Swans++ - extensions to the scalable wireless ad-hoc network simulator, 2011. At: http://www.aqualab.cs.northwestern.edu/projects/143-swans-extensions-to-the-scalable-wireless-ad-hoc-network-simulator
  38. Francisco J. Martinez, Chai Keong Toh, Juan-Carlos Cano, Carlos T. Calafate and Pietro Manzoni, "A survey and comparative study of simulators for vehicular ad hoc networks (VANETs)," Wireless Communications and Mobile Computing, Volume 11, Issue 7, pages 813-828, July 2011. doi:10.1002/wcm.859
  39. B. Karp and H. T. Kung, "Gpsr: greedy perimeter stateless routing for wireless networks," in Proc. of Sixth Annual International Conference on Mobile Computing and Networking (MobiCom 2000), Boston Massachusetts (USA). 6-11 August 2000. doi:10.1145/345910.345953
  40. Perkins, C.E.; Royer, E.M., "Ad-hoc on-demand distance vector routing," in Proc. of Second IEEE Workshop on Mobile Computing Systems and Applications (WMCSA '99), 25-26 Feb 1999. http://dx.doi.org/10.1109/MCSA.1999.749281
  41. M. Tarique, A. Hossain, R. Islam, C.A. Hossain, "Issues of Long-Hop and Short-Hop Routing in Mobile Ad Hoc Networks: A Comprehensive Study," Network Protocols and Algorithms, Vol. 2, No 2 (2010). Pp. 107-131 http://dx.doi.org/10.5296/npa.v2i2.430

Cited by

  1. Advances on Network Protocols and Algorithms for Vehicular Ad Hoc Networks vol.18, pp.6, 2013, https://doi.org/10.1007/s11036-013-0490-7
  2. Impact of Realistic Simulation on the Evaluation of Mobile Ad Hoc Routing Protocols vol.3, pp.3, 2015, https://doi.org/10.1109/tetc.2015.2405478
  3. A Computationally Inexpensive Radio Propagation Model for Vehicular Communication on Flyovers and Inside Underpasses vol.10, pp.9, 2016, https://doi.org/10.3837/tiis.2016.09.006