Vol. 64

Latest Volume
All Volumes
All Issues
2018-01-19

3-D V2V MIMO Channel Modeling in Different Roadway Scenarios with Moving Scatterers

By Derong Du, Xiaoping Zeng, Xin Jian, Fan Yang, and Meng Sun
Progress In Electromagnetics Research M, Vol. 64, 43-54, 2018
doi:10.2528/PIERM17101901

Abstract

Vehicle-to-Vehicle (V2V) communications are characterized by dynamic environments due to the movement of the transceiver and scatterers. This characteristic makes V2V channel modeling particularly challenging. In this paper, a three-dimensional (3-D) geometrical propagation model and a generalized 3-D reference model that include line-of-sight (LoS) and single bounced (SB) rays are proposed for multiple-input-multiple-output (MIMO) V2V multipath fading in different roadway scenarios (e.g., flat roads, intersections and arcuate overpasses). In the models, the transceiver can move with nonlinearly varying velocities in nonlinearly varying directions, and each scatterer can move with a random velocity in a random direction. The corresponding space-time correlation functions (ST-CFs) are analytically investigated and numerically simulated in different roadway scenarios. Finally, the modeled Doppler power spectral density (D-PSD) is compared with the available measured data. The close agreements between the modeled and measured D-PSD curves confirm the utility of the proposed model.

Citation


Derong Du, Xiaoping Zeng, Xin Jian, Fan Yang, and Meng Sun, "3-D V2V MIMO Channel Modeling in Different Roadway Scenarios with Moving Scatterers," Progress In Electromagnetics Research M, Vol. 64, 43-54, 2018.
doi:10.2528/PIERM17101901
http://test.jpier.org/PIERM/pier.php?paper=17101901

References


    1. Walter, M., D. Shutin, and U.-C. Fiebig, "Delay-dependent doppler probability density functions for vehicle-to-vehicle scatter channels," IEEE Trans. Antennas and Propag., Vol. 62, No. 4, 2238-2249, Apr. 2014.
    doi:10.1109/TAP.2014.2301432

    2. Yuan, Y., C. X. Wang, X. Cheng, B. Ai, and D. I. Laurenson, "Novel 3D geometry-based stochastic models for non-isotropic MIMO vehicle-to-vehicle channels," IEEE Trans. Wireless Commun., Vol. 13, No. 1, 298-309, Jan. 2014.
    doi:10.1109/TWC.2013.120313.130434

    3. Ndzi, D. L., K. Stuart, S. Toautachone, B. Vuksanovic, and D. A. Sanders, "Wideband sounder for dynamic and static wireless channel characterisation: Urban picocell channel model," Progress In Electromagnetics Research, Vol. 113, 285-312, 2011.
    doi:10.2528/PIER10122905

    4. Chelli, A. and M. Pätzold, "The impact of fixed and moving scatterers on the statistics of MIMO vehicle-to-vehicle channels," Proc. IEEE VTC Spring, 1-6, Barcelona, Spain, Apr. 2009.

    5. Chelli, A. and M. Pätzold, "A dynamic MIMO vehicle-to-vehicle channel model derived from the geometrical street model," Proc. IEEE VTC Fall, 1-6, San Francisco, CA, USA, Sep. 2011.

    6. Borhani, A. and M. Pätzold, "Modeling of vehicle-to-vehicle channels in the presence of moving scatterers," Proc. 76th IEEE VTC-Fall, 1-5, Quebec City, QC, Canada, Sep. 2012.

    7. Borhani, A. and M. Pätzold, "Correlation and spectral properties of vehicle-to-vehicle channels in the presence of moving scatterers," IEEE Trans. Veh. Technol., Vol. 62, No. 9, 4228-4239, Nov. 2013.
    doi:10.1109/TVT.2013.2280674

    8. Soltani, M. D., M. Alimadadi, Y. Seyedi, and H. Amindavar, "Modeling of Doppler spectrum in V2V urban canyon oncoming environment," Proc. IEEE Int. Workshop IST, 1155-1160, Tehran, Iran, Sep. 2014.

    9. Soltani, M. D., M. Alimadadi, and A. Mohammadi, "Modeling of mobile scatterer clusters for Doppler spectrum in wideband vehicle-to-vehicle communication channels," IEEE Commun. Lett., Vol. 18, No. 4, 628-631, Apr. 2014.
    doi:10.1109/LCOMM.2014.030614.132856

    10. Zajić, A. G., "Impact of moving scatterers on vehicle-to-vehicle narrow-band channel characteristics," IEEE Trans. Veh. Technol., Vol. 63, No. 7, 3094-3106, Sep. 2014.
    doi:10.1109/TVT.2014.2299239

    11. Zajić, A. G., "Modeling impact of moving scatterers on Doppler spectrum in wideband vehicle-to-vehicle channels," Proc. Eur. Conf. Antennas Propag., 1-5, Lisbon, May 2015.

    12. Liang, X., X. Zhao, S. Li, Q. Wang, and J. Li, "A dynamic geometry-based scattering model for street vehicle-to-vehicle wideband MIMO channels," Proc. IEEE 26th Annual International PIMRC, 2239-2243, Hong Kong, Sep. 2015.

    13. Zhao, X., X. Liang, S. Li, and B. Ai, "Two-cylinder and multi-ring GBSSM for realizing and modeling of vehicle-to-vehicle wideband MIMO channels," IEEE Trans. Intell. Trans. Syst., Vol. 17, No. 10, 2787-2799, Oct. 2016.
    doi:10.1109/TITS.2016.2526652

    14. Fuhl, J., J.-P. Rossi, and E. Bonek, "High-resolution 3-D direction-ofarrival determination for urban mobile radio," IEEE Trans. Antennas Propag., Vol. 45, No. 4, 672-682, Apr. 1997.
    doi:10.1109/8.564093

    15. Kalliola, K., K. Sulonen, H. Laitinen, O. Kivelas, J. Krogerus, and P. Vainikainen, "Angular power distribution and mean effective gain of mobile antenna in different propagation environments," IEEE Trans. Veh. Technol., Vol. 51, No. 5, 823-838, Dec. 2002.
    doi:10.1109/TVT.2002.800639

    16. Karadimas, P. and D. Matolak, "Generic stochastic modeling of vehicle-to-vehicle wireless channels," Vehicular Communications, Vol. 1, No. 4, 153-167, Aug. 2014.
    doi:10.1016/j.vehcom.2014.08.001

    17. Du, D., X. Zeng, X. Jian, L. Miao, and H. Wang, "Three-dimensional vehicle-to-vehicle channel modeling with multiple moving scatterers," Mobile Information Systems, Vol. 2017, 1-14, Jul. 2017.

    18. Dahech, W., M. Pätzold, and N. Youssef, "A dynamic mobile-to-mobile multipath fading channel model taking account of velocity variations of the mobile stations," Proc. IEEE EuCAP, 1-4, Lisbon, Apr. 2015.

    19. Zajić, A. G., G. Stüber, T. Pratt, and S. Nguyen, "Wideband MIMO mobile-to-mobile channels: Geometry-based statistical modeling with experimental verification," IEEE Trans. Veh. Technol., Vol. 58, No. 2, 517-534, Feb. 2009.
    doi:10.1109/TVT.2008.928001