Skip to main content

2020 | OriginalPaper | Buchkapitel

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

verfasst von : Hao Jiang, Guan Gui

Erschienen in: Channel Modeling in 5G Wireless Communication Systems

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

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.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat 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)CrossRef 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)CrossRef
2.
Zurück zum Zitat 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)CrossRef 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)CrossRef
3.
Zurück zum Zitat A.S. Akki, F. Haber, A statistical model for mobile-to-mobile land communication channel. IEEE Trans. Veh. Technol. 35(1), 2–7 (1986)CrossRef A.S. Akki, F. Haber, A statistical model for mobile-to-mobile land communication channel. IEEE Trans. Veh. Technol. 35(1), 2–7 (1986)CrossRef
4.
Zurück zum Zitat 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)CrossRef 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)CrossRef
5.
Zurück zum Zitat 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)CrossRef 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)CrossRef
6.
Zurück zum Zitat 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)CrossRef 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)CrossRef
7.
Zurück zum Zitat 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)CrossRef 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)CrossRef
8.
Zurück zum Zitat 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)CrossRef 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)CrossRef
9.
Zurück zum Zitat I. Sen, D.W. Matolak, Vehicle-vehicle channel models for the 5-GHz band. IEEE Trans. Intell. Transp. Syst. 9(2), 235–245 (2008)CrossRef I. Sen, D.W. Matolak, Vehicle-vehicle channel models for the 5-GHz band. IEEE Trans. Intell. Transp. Syst. 9(2), 235–245 (2008)CrossRef
10.
Zurück zum Zitat 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)CrossRef 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)CrossRef
11.
Zurück zum Zitat Y. Li, X. Cheng, N. Zhang, Deterministic and stochastic simulators for non-isotropic V2V-MIMO wideband channels. China Commun. 15(7), 18–29 (2018)CrossRef Y. Li, X. Cheng, N. Zhang, Deterministic and stochastic simulators for non-isotropic V2V-MIMO wideband channels. China Commun. 15(7), 18–29 (2018)CrossRef
12.
Zurück zum Zitat 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)CrossRef 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)CrossRef
13.
Zurück zum Zitat 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)CrossRef 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)CrossRef
14.
Zurück zum Zitat 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)MathSciNetCrossRef 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)MathSciNetCrossRef
15.
Zurück zum Zitat 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)CrossRef B. Liu, G. Gui, S. Matsushita, L. Xu, Dimension-reduced direction-of-arrival estimation based on 2,1-norm penalty. IEEE Access 6, 44433–44444 (2018)CrossRef
16.
Zurück zum Zitat 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)CrossRef 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)CrossRef
17.
Zurück zum Zitat 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)CrossRef 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)CrossRef
18.
Zurück zum Zitat 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)CrossRef 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)CrossRef
19.
Zurück zum Zitat 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)CrossRef 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)CrossRef
Metadaten
Titel
An Estimated Wideband V2V Channel Model Using an AoD/AoA Estimation Algorithm
verfasst von
Hao Jiang
Guan Gui
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-32869-6_7