Skip to main content

2019 | OriginalPaper | Buchkapitel

6. Nonlinear Hybrid Precoding for Massive MIMO with Universal Frequency Reuse

verfasst von : Tho Le-Ngoc, Ruikai Mai

Erschienen in: Hybrid Massive MIMO Precoding in Cloud-RAN

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

In an attempt to mitigate the performance degradation caused by inter-cell interference (ICI) in cellular networks with universal frequency reuse, frequency planning techniques, such as fractional frequency reuse, have been proposed (Huawei, R1-050507: soft frequency reuse scheme for UTRAN LTE, 3GPP TSG RAN WG1 Meeting #41, May 2005)

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!

Literatur
1.
Zurück zum Zitat Huawei, “R1-050507: Soft frequency reuse scheme for UTRAN LTE,” 3GPP TSG RAN WG1 Meeting #41, May 2005. Huawei, “R1-050507: Soft frequency reuse scheme for UTRAN LTE,” 3GPP TSG RAN WG1 Meeting #41, May 2005.
2.
Zurück zum Zitat A. Ghosh, J. Zhang, J. G. Andrews, and R. Muhamed, Fundamentals of LTE. Upper Saddle River, NJ, USA: Prentice Hall, 2010. A. Ghosh, J. Zhang, J. G. Andrews, and R. Muhamed, Fundamentals of LTE. Upper Saddle River, NJ, USA: Prentice Hall, 2010.
3.
Zurück zum Zitat J. G. Andrews, R. K. Ganti, M. Haenggi, N. Jindal, and S. Weber, “A primer on spatial modeling and analysis in wireless networks,” IEEE Commun. Mag., vol. 48, no. 11, pp. 156–163, Nov. 2010.CrossRef J. G. Andrews, R. K. Ganti, M. Haenggi, N. Jindal, and S. Weber, “A primer on spatial modeling and analysis in wireless networks,” IEEE Commun. Mag., vol. 48, no. 11, pp. 156–163, Nov. 2010.CrossRef
4.
Zurück zum Zitat A. Adhikary, J. Nam, J.-Y. Ahn, and G. Caire, “Joint spatial division and multiplexing - The large-scale array regime,” IEEE Trans. Inf. Theory, vol. 59, no. 10, pp. 6441–6463, Oct. 2013.MathSciNetCrossRef A. Adhikary, J. Nam, J.-Y. Ahn, and G. Caire, “Joint spatial division and multiplexing - The large-scale array regime,” IEEE Trans. Inf. Theory, vol. 59, no. 10, pp. 6441–6463, Oct. 2013.MathSciNetCrossRef
5.
Zurück zum Zitat J. T. Chen and V. K. N. Lau, “Two-tier precoding for FDD multi-cell massive MIMO time-varying interference networks,” IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1230–1238, Jun. 2014.CrossRef J. T. Chen and V. K. N. Lau, “Two-tier precoding for FDD multi-cell massive MIMO time-varying interference networks,” IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1230–1238, Jun. 2014.CrossRef
6.
Zurück zum Zitat D. Kim, G. Lee, and Y. Sung, “Two-stage beamformer design for massive MIMO downlink by trace quotient formulation,” IEEE Trans. Commun., vol. 63, no. 6, pp. 2200–2211, Jun. 2015.CrossRef D. Kim, G. Lee, and Y. Sung, “Two-stage beamformer design for massive MIMO downlink by trace quotient formulation,” IEEE Trans. Commun., vol. 63, no. 6, pp. 2200–2211, Jun. 2015.CrossRef
7.
Zurück zum Zitat Y. Xu, G. Yue, and S. Mao, “User grouping for massive MIMO in FDD systems: New design methods and analysis,” IEEE Access, vol. 2, pp. 947–959, 2014.CrossRef Y. Xu, G. Yue, and S. Mao, “User grouping for massive MIMO in FDD systems: New design methods and analysis,” IEEE Access, vol. 2, pp. 947–959, 2014.CrossRef
8.
Zurück zum Zitat J. Nam, A. Adhikary, J.-Y. Ahn, and G. Caire, “Joint spatial division and multiplexing: Opportunistic beamforming, user grouping and simplified downlink scheduling,” IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 876–890, Oct. 2014.CrossRef J. Nam, A. Adhikary, J.-Y. Ahn, and G. Caire, “Joint spatial division and multiplexing: Opportunistic beamforming, user grouping and simplified downlink scheduling,” IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 876–890, Oct. 2014.CrossRef
9.
Zurück zum Zitat J. Nam, Y. J. Ko, and J. Ha, “User grouping of two-stage MU-MIMO precoding for clustered user geometry,” IEEE Commun. Lett., vol. 19, no. 8, pp. 1458–1461, Aug. 2015.CrossRef J. Nam, Y. J. Ko, and J. Ha, “User grouping of two-stage MU-MIMO precoding for clustered user geometry,” IEEE Commun. Lett., vol. 19, no. 8, pp. 1458–1461, Aug. 2015.CrossRef
10.
Zurück zum Zitat D.-S. Shiu, G. J. Foschini, M. J. Gans, and J. M. Kahn, “Fading correlation and its effect on the capacity of multielement antenna systems,” IEEE Trans. Commun., vol. 48, no. 3, pp. 502–513, Mar. 2000.CrossRef D.-S. Shiu, G. J. Foschini, M. J. Gans, and J. M. Kahn, “Fading correlation and its effect on the capacity of multielement antenna systems,” IEEE Trans. Commun., vol. 48, no. 3, pp. 502–513, Mar. 2000.CrossRef
11.
Zurück zum Zitat S. Noh, M. D. Zoltowski, Y. Sung, and D. J. Love, “Pilot beam pattern design for channel estimation in massive MIMO systems,” IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 787–801, Oct. 2014.CrossRef S. Noh, M. D. Zoltowski, Y. Sung, and D. J. Love, “Pilot beam pattern design for channel estimation in massive MIMO systems,” IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 787–801, Oct. 2014.CrossRef
12.
Zurück zum Zitat B. M. Hochwald, C. B. Peel, and A. L. Swindlehurst, “A vector-perturbation technique for near-capacity multiantenna multiuser communication - Part II: Perturbation,” IEEE Trans. Commun., vol. 53, no. 3, pp. 537–544, Mar. 2005.CrossRef B. M. Hochwald, C. B. Peel, and A. L. Swindlehurst, “A vector-perturbation technique for near-capacity multiantenna multiuser communication - Part II: Perturbation,” IEEE Trans. Commun., vol. 53, no. 3, pp. 537–544, Mar. 2005.CrossRef
13.
Zurück zum Zitat L. Grippo and M. Sciandrone, “On the convergence of the block nonlinear Gauss-Seidel method under convex constraints,” Operations Research Lett., vol. 26, no. 3, pp. 127–136, Apr. 2000.MathSciNetCrossRef L. Grippo and M. Sciandrone, “On the convergence of the block nonlinear Gauss-Seidel method under convex constraints,” Operations Research Lett., vol. 26, no. 3, pp. 127–136, Apr. 2000.MathSciNetCrossRef
14.
Zurück zum Zitat E. Agrell, T. Eriksson, A. Vardy, and K. Zeger, “Closest point search in lattices,” IEEE Trans. Inf. Theory, vol. 48, no. 8, pp. 2201–2214, Aug. 2002.MathSciNetCrossRef E. Agrell, T. Eriksson, A. Vardy, and K. Zeger, “Closest point search in lattices,” IEEE Trans. Inf. Theory, vol. 48, no. 8, pp. 2201–2214, Aug. 2002.MathSciNetCrossRef
15.
Zurück zum Zitat D. A. Schmidt, M. Joham, and W. Utschick, “Minimum mean square error vector precoding,” European Trans. Telecommun., vol. 19, no. 3, pp. 219–231, Apr. 2008.CrossRef D. A. Schmidt, M. Joham, and W. Utschick, “Minimum mean square error vector precoding,” European Trans. Telecommun., vol. 19, no. 3, pp. 219–231, Apr. 2008.CrossRef
16.
Zurück zum Zitat A. Kammoun, A. Muller, E. Bjornson, and M. Debbah, “Linear precoding based on polynomial expansion: Large-scale multi-cell MIMO systems,” IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 861–875, Oct. 2014.CrossRef A. Kammoun, A. Muller, E. Bjornson, and M. Debbah, “Linear precoding based on polynomial expansion: Large-scale multi-cell MIMO systems,” IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 861–875, Oct. 2014.CrossRef
17.
Zurück zum Zitat Y. Yang and M. Pesavento, “A unified successive pseudoconvex approximation framework,” IEEE Trans. Signal Process., vol. 65, no. 13, pp. 3313–3328, Jul. 2017.MathSciNetCrossRef Y. Yang and M. Pesavento, “A unified successive pseudoconvex approximation framework,” IEEE Trans. Signal Process., vol. 65, no. 13, pp. 3313–3328, Jul. 2017.MathSciNetCrossRef
18.
Zurück zum Zitat J. H. Conway and N. J. A. Sloane, Sphere Packings, Lattices and Groups, ser. Grundlehren der mathematischen Wissenschaften. New York, NY, USA: Springer-Verlag, 2013. J. H. Conway and N. J. A. Sloane, Sphere Packings, Lattices and Groups, ser. Grundlehren der mathematischen Wissenschaften. New York, NY, USA: Springer-Verlag, 2013.
19.
Zurück zum Zitat D. J. Ryan, I. B. Collings, I. V. L. Clarkson, and R. W. Heath, “Performance of vector perturbation multiuser MIMO systems with limited feedback,” IEEE Trans. Commun., vol. 57, no. 9, pp. 2633–2644, Sep. 2009.CrossRef D. J. Ryan, I. B. Collings, I. V. L. Clarkson, and R. W. Heath, “Performance of vector perturbation multiuser MIMO systems with limited feedback,” IEEE Trans. Commun., vol. 57, no. 9, pp. 2633–2644, Sep. 2009.CrossRef
20.
Zurück zum Zitat A. Adhikary and G. Caire, “JSDM and multi-cell networks: Handling inter-cell interference through long-term antenna statistics,” in Proc. IEEE 48th Asilomar Conf. on Signals, Systems and Comput., Pacific Grove, CA, USA, Nov. 2014. A. Adhikary and G. Caire, “JSDM and multi-cell networks: Handling inter-cell interference through long-term antenna statistics,” in Proc. IEEE 48th Asilomar Conf. on Signals, Systems and Comput., Pacific Grove, CA, USA, Nov. 2014.
21.
Zurück zum Zitat Z. Wen and W. Yin, “A feasible method for optimization with orthogonality constraints,” Mathematical Programming, vol. 142, no. 1, pp. 397–434, Dec. 2013.MathSciNetCrossRef Z. Wen and W. Yin, “A feasible method for optimization with orthogonality constraints,” Mathematical Programming, vol. 142, no. 1, pp. 397–434, Dec. 2013.MathSciNetCrossRef
22.
Zurück zum Zitat Q. H. Spencer, A. L. Swindlehurst, and M. Haardt, “Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels,” IEEE Trans. Signal Process., vol. 52, no. 2, pp. 461–471, Feb. 2004.MathSciNetCrossRef Q. H. Spencer, A. L. Swindlehurst, and M. Haardt, “Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels,” IEEE Trans. Signal Process., vol. 52, no. 2, pp. 461–471, Feb. 2004.MathSciNetCrossRef
23.
Zurück zum Zitat M. Mazrouei-Sebdani, W. A. Krzymień, and J. Melzer, “Massive MIMO with nonlinear precoding: Large-system analysis,” IEEE Trans. Veh. Technol., vol. 65, no. 4, pp. 2815–2820, Apr. 2016.CrossRef M. Mazrouei-Sebdani, W. A. Krzymień, and J. Melzer, “Massive MIMO with nonlinear precoding: Large-system analysis,” IEEE Trans. Veh. Technol., vol. 65, no. 4, pp. 2815–2820, Apr. 2016.CrossRef
24.
Zurück zum Zitat S. C. Yan and X. O. Tang, “Trace quotient problems revisited,” in Proc. 9th European Conf. Comput. Vision, Grazm, Austria, May 2006. S. C. Yan and X. O. Tang, “Trace quotient problems revisited,” in Proc. 9th European Conf. Comput. Vision, Grazm, Austria, May 2006.
25.
Zurück zum Zitat R. E. Prieto, “A general solution to the maximization of the multidimensional generalized Rayleigh quotient used in linear discriminant analysis for signal classification,” in Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process., Hong Kong, China, Apr. 2003. R. E. Prieto, “A general solution to the maximization of the multidimensional generalized Rayleigh quotient used in linear discriminant analysis for signal classification,” in Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process., Hong Kong, China, Apr. 2003.
Metadaten
Titel
Nonlinear Hybrid Precoding for Massive MIMO with Universal Frequency Reuse
verfasst von
Tho Le-Ngoc
Ruikai Mai
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-02158-0_6

Neuer Inhalt