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An Estimated Wideband V2V Channel Model Using an AoD/AoA Estimation Algorithm

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Channel Modeling in 5G Wireless Communication Systems

Part of the book series: Wireless Networks ((WN))

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Abstract

In this chapter, we propose an estimated wideband geometry-based channel model for V2V communication environments, which is based on an AoD and AoA estimation algorithm, to determine the ellipse scattering region and to efficiently study the V2V channel characteristics for different propagation delays, i.e., per-tap channel statistics. In the first stage, we estimate the AoD and AoA for the first tap. In this case, the ellipse scattering region for the first tap can be determined. Then, we estimate the ellipse channel models for other taps based on the estimated model parameters for the first tap. Furthermore, the spatial cross-correlation functions are derived and thoroughly investigated for different propagation delays. Excellent agreement is achieved between the proposed channel statistics and prior results and measurements.

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References

  1. J.G. Andrews, S. Buzzi, W. Choi, S.V. Hanly, A. Lozano, A.C.K. Soong, J.C. Zhang, What will 5G be? IEEE J. Sel. Areas Commun. 32(6), 1065–1082 (2014)

    Article  Google Scholar 

  2. M. Patzold, C. Wang, B.O. Hogstad, Two new sum-of-sinusoids based methods for the efficient generation of multiple uncorrelated Rayleigh fading waveforms. IEEE Trans. Wirel. Commun. 8(6), 3122–3131 (2009)

    Article  Google Scholar 

  3. A.S. Akki, F. Haber, A statistical model for mobile-to-mobile land communication channel. IEEE Trans. Veh. Technol. 35(1), 2–7 (1986)

    Article  Google Scholar 

  4. C. Wang, X. Cheng, D.I. Laurenson, Vehicle-to-vehicle channel modeling and measurements: recent advances and future challenges. IEEE Commun. Mag. 47(11), 96–103 (2009)

    Article  Google Scholar 

  5. A.G. Zajic, G.L. Stuber, Space-time correlated mobile-to-mobile channels: modelling and simulation. IEEE Trans. Veh. Technol. 57(2), 715–726 (2008)

    Article  Google Scholar 

  6. X. Cheng, C. Wang, D.I. Laurenson, S. Salous, A.V. Vasilakos, An adaptive geometry-based stochastic model for non-isotropic MIMO mobile-to-mobile channels. IEEE Trans. Wirel. Commun. 8(9), 4824–4835 (2009)

    Article  Google Scholar 

  7. H. Jiang, Z. Zhang, L. Wu, J. Dang, A non-stationary geometry-based scattering vehicle-to-vehicle MIMO channel model. IEEE Commun. Lett. 22(7), 1510–1513 (2018)

    Article  Google Scholar 

  8. H. Jiang, Z. Zhang, J. Dang, L. Wu, Analysis of geometric multibounced virtual scattering channel model for dense urban street environments. IEEE Trans. Veh. Technol. 66(3), 1903–1912 (2017)

    Article  Google Scholar 

  9. I. Sen, D.W. Matolak, Vehicle-vehicle channel models for the 5-GHz band. IEEE Trans. Intell. Transp. Syst. 9(2), 235–245 (2008)

    Article  Google Scholar 

  10. X. Cheng, Q. Yao, M. Wen, C. Wang, L. Song, B. Jiao, Wideband channel modeling and intercarrier interference cancellation for vehicle-to-vehicle communication systems. IEEE J. Sel. Areas Commun. 31(9), 434–448 (2013)

    Article  Google Scholar 

  11. Y. Li, X. Cheng, N. Zhang, Deterministic and stochastic simulators for non-isotropic V2V-MIMO wideband channels. China Commun. 15(7), 18–29 (2018)

    Article  Google Scholar 

  12. C.S. Xiao, J.X. Wu, S.Y. Leong, Y. Zheng, K.B. Letaief, A discrete-time model for triply selective MIMO Rayleigh fading channels. IEEE Trans. Wirel. Commun. 3(5), 1678–1688 (2004)

    Article  Google Scholar 

  13. C.S. Xiao, Y.R. Zheng, N.C. Beaulieu, Novel sum-of-sinusoids simulation models for Rayleigh and Rician fading channels. IEEE Trans. Wirel. Commun. 5(12), 3667–3679 (2006)

    Article  Google Scholar 

  14. F. Ren, Y.R. Zheng, A novel emulator for discrete-time MIMO triply selective fading channels. IEEE Trans. Circuits Syst. I Regul. Pap. 57(9), 2542–2551 (2010)

    Article  MathSciNet  Google Scholar 

  15. B. Liu, G. Gui, S. Matsushita, L. Xu, Dimension-reduced direction-of-arrival estimation based on ℓ2,1-norm penalty. IEEE Access 6, 44433–44444 (2018)

    Article  Google Scholar 

  16. H. Huang, J. Yang, H. Huang, Y. Song, G. Gui, Deep learning for super-resolution channel estimation and DOA estimation based massive MIMO system. IEEE Trans. Veh. Technol. 67(9), 8549–8560 (2018)

    Article  Google Scholar 

  17. L. Wan, G. Han, J. Jiang, J.J.P.C. Rodrigues, N. Feng, T. Zhu, DOA estimation for coherently distributed sources considering circular and noncircular signals in massive MIMO systems. IEEE Syst. J. 11(1), 41–49 (2017)

    Article  Google Scholar 

  18. L. Wan, G. Han, L. Shu, S. Chan, T. Zhu, The application of DOA estimation approach in patient tracking systems with high patient density. IEEE Trans. Ind. Inf. 12(6), 2353–2364 (2016)

    Article  Google Scholar 

  19. A. Abdi, M. Kaveh, A space-time correlation model for multielement antenna systems in mobile fading channels. IEEE J. Sel. Areas Commun. 20(3), 550–560 (2002)

    Article  Google Scholar 

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Jiang, H., Gui, G. (2020). An Estimated Wideband V2V Channel Model Using an AoD/AoA Estimation Algorithm. In: Channel Modeling in 5G Wireless Communication Systems. Wireless Networks. Springer, Cham. https://doi.org/10.1007/978-3-030-32869-6_7

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  • DOI: https://doi.org/10.1007/978-3-030-32869-6_7

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-32868-9

  • Online ISBN: 978-3-030-32869-6

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