Skip to main content
Erschienen in: Wireless Networks 5/2017

26.02.2016

Quantized feedback MIMO scheduling for heterogeneous broadcast networks

verfasst von: Prabina Pattanayak, Preetam Kumar

Erschienen in: Wireless Networks | Ausgabe 5/2017

Einloggen

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

search-config
loading …

Abstract

One-bit quantization of signal-to-interference-plus-noise ratio is discussed in literature for user scheduling in homogeneous network where users are assumed to have equal signal-to-noise ratio (SNR). It is mentioned in literature that 1-bit quantization with fixed quantization threshold does not achieve multiuser diversity. Moreover, the system sum-rate achieved by this lags significantly behind that of full feedback scheme. Two multi-bit quantized feedback scheduling schemes are proposed for broadcast network with heterogeneous users experiencing different channel statistics. It is presented that these two schemes with fixed optimum quantization thresholds profit from the diversity provided by independent and identically distributed channels. Moreover, proposed optimistic multi-bit quantized scheduling scheme achieves higher system sum-rate than the proposed multi-bit quantized scheme by addressing the limitations of the later one. The optimum quantization thresholds depend on the number of transmit antennas and system SNR. Moreover, these multi-bit quantized feedback scheduling schemes also ensure user fairness. Simulation results are presented to support the numerical analysis.

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 Telatar, E. (1999). Capacity of multi-antenna gaussian channels. European Transactions on Telecommunication, 10, 585–596.MathSciNetCrossRef Telatar, E. (1999). Capacity of multi-antenna gaussian channels. European Transactions on Telecommunication, 10, 585–596.MathSciNetCrossRef
2.
Zurück zum Zitat Caire, G., & Shamai, S. (2003). On the achievable throughput of a multiantenna gaussian broadcast channel. IEEE Transactions on Information Theory, 43, 1691–1706.MathSciNetCrossRefMATH Caire, G., & Shamai, S. (2003). On the achievable throughput of a multiantenna gaussian broadcast channel. IEEE Transactions on Information Theory, 43, 1691–1706.MathSciNetCrossRefMATH
3.
Zurück zum Zitat Vishwanath, S., Jindal, N., & Goldsmith, A. (2003). Duality, achievable rates and sum-rate capacity of gaussian MIMO broadcast channel. IEEE Transactions on Information Theory, 49, 2658–2668.MathSciNetCrossRefMATH Vishwanath, S., Jindal, N., & Goldsmith, A. (2003). Duality, achievable rates and sum-rate capacity of gaussian MIMO broadcast channel. IEEE Transactions on Information Theory, 49, 2658–2668.MathSciNetCrossRefMATH
4.
Zurück zum Zitat Weingarten, H., Steinberg, Y., & Shamai, S. (2006). The capacity region of the Gaussian multiple-input multiple-output broadcast channel. IEEE Transactions on Information Theory, 52, 3936–3964.MathSciNetCrossRefMATH Weingarten, H., Steinberg, Y., & Shamai, S. (2006). The capacity region of the Gaussian multiple-input multiple-output broadcast channel. IEEE Transactions on Information Theory, 52, 3936–3964.MathSciNetCrossRefMATH
5.
Zurück zum Zitat Wong, K. K., Murch, R. D., & Letaief, K. B. (2003). A joint channel diagonalization for multi-user MIMO antenna system. IEEE Transactions on Wireless Communications, 2, 773–786.CrossRef Wong, K. K., Murch, R. D., & Letaief, K. B. (2003). A joint channel diagonalization for multi-user MIMO antenna system. IEEE Transactions on Wireless Communications, 2, 773–786.CrossRef
6.
Zurück zum Zitat Jindal, N., Rhee, W., Vishwanath, S., Jafar, S. A., & Goldsmith, A. (2005). Sum power iterative water-filling for multi-antenna gaussian broadcast channels. IEEE Transactions on Information Theory, 51, 1570–1580.MathSciNetCrossRefMATH Jindal, N., Rhee, W., Vishwanath, S., Jafar, S. A., & Goldsmith, A. (2005). Sum power iterative water-filling for multi-antenna gaussian broadcast channels. IEEE Transactions on Information Theory, 51, 1570–1580.MathSciNetCrossRefMATH
7.
Zurück zum Zitat Bayesteh, A., & Khandani, A. (Sept. 2005). On the user selection for MIMO broadcast channels. In Proceedings of the IEEE international symposium information theory (pp. 2325–2329). Adelaide, Australia. Bayesteh, A., & Khandani, A. (Sept. 2005). On the user selection for MIMO broadcast channels. In Proceedings of the IEEE international symposium information theory (pp. 2325–2329). Adelaide, Australia.
8.
Zurück zum Zitat Jindal, N. (Nov. 2005). MIMO broadcast channels with finite rate feedback., In Proceedings of IEEE global communications conference (pp. 1520–1524). Jindal, N. (Nov. 2005). MIMO broadcast channels with finite rate feedback., In Proceedings of IEEE global communications conference (pp. 1520–1524).
9.
Zurück zum Zitat Swannack, C., Uysal-Biyikoglu, E., & Wornell, G. W. (Sep. 2005). MIMO broadcast scheduling with limited channel state information. In Proceedings of annual Allerton conference on communication, control, and computing. Swannack, C., Uysal-Biyikoglu, E., & Wornell, G. W. (Sep. 2005). MIMO broadcast scheduling with limited channel state information. In Proceedings of annual Allerton conference on communication, control, and computing.
10.
Zurück zum Zitat Jaewoo, S., & Cioffi, J. M. (2009). Multiuser diversity in a MIMO system with opportunistic feedback. IEEE Transactions on Vehicular Technology, 58, 4909–4918.CrossRef Jaewoo, S., & Cioffi, J. M. (2009). Multiuser diversity in a MIMO system with opportunistic feedback. IEEE Transactions on Vehicular Technology, 58, 4909–4918.CrossRef
11.
Zurück zum Zitat Xu, Wei, & Zhao, Chunming. (2010). Two-phase multiuser scheduling for multiantenna downlinks exploiting reduced finite-rate feedback. IEEE Transactions on Vehicular Technology, 59, 1367–1380.CrossRef Xu, Wei, & Zhao, Chunming. (2010). Two-phase multiuser scheduling for multiantenna downlinks exploiting reduced finite-rate feedback. IEEE Transactions on Vehicular Technology, 59, 1367–1380.CrossRef
12.
Zurück zum Zitat Wunder, G., Schreck, J., & Jung, P. (2012). Nearly doubling the throughput of multiuser MIMO systems using codebook tailored limited feedback protocol. IEEE Transactions on Wireless Communications, 11, 3921–3931.CrossRef Wunder, G., Schreck, J., & Jung, P. (2012). Nearly doubling the throughput of multiuser MIMO systems using codebook tailored limited feedback protocol. IEEE Transactions on Wireless Communications, 11, 3921–3931.CrossRef
13.
Zurück zum Zitat Min, M., Kim, D., Kim, H., & Im, G. (2013). Opportunistic two-stage feedback and scheduling for MIMO downlink systems. IEEE Transactions on Communications, 61, 312–324.CrossRef Min, M., Kim, D., Kim, H., & Im, G. (2013). Opportunistic two-stage feedback and scheduling for MIMO downlink systems. IEEE Transactions on Communications, 61, 312–324.CrossRef
14.
Zurück zum Zitat Pattanayak, P., Roy, K. M., & Kumar, P. (2015). Analysis of a new MIMO broadcast channel limited feedback scheduling algorithm with user grouping. Springer Wireless Personal Communications, 80, 1079–1094.CrossRef Pattanayak, P., Roy, K. M., & Kumar, P. (2015). Analysis of a new MIMO broadcast channel limited feedback scheduling algorithm with user grouping. Springer Wireless Personal Communications, 80, 1079–1094.CrossRef
15.
Zurück zum Zitat Naeem, M., & D.C., Lee. (2014). A joint antenna and user selection scheme for multiuser MIMO system. Applied Soft Computing, 23, 366–374.CrossRef Naeem, M., & D.C., Lee. (2014). A joint antenna and user selection scheme for multiuser MIMO system. Applied Soft Computing, 23, 366–374.CrossRef
16.
Zurück zum Zitat Pattanayak, P., & Kumar, P. (2015). A computationally efficient genetic algorithm for MIMO broadcast scheduling. Applied Soft Computing, 37, 545–553.CrossRef Pattanayak, P., & Kumar, P. (2015). A computationally efficient genetic algorithm for MIMO broadcast scheduling. Applied Soft Computing, 37, 545–553.CrossRef
17.
Zurück zum Zitat Kountouris, M., Slzer, T., & Gesbert, D. (2008). Scheduling for multiuser MIMO downlink channels with ranking-based feedback. Springer EURASIP Journal on Advances in Signal Processing, 2008(5), 1–14.MATH Kountouris, M., Slzer, T., & Gesbert, D. (2008). Scheduling for multiuser MIMO downlink channels with ranking-based feedback. Springer EURASIP Journal on Advances in Signal Processing, 2008(5), 1–14.MATH
18.
Zurück zum Zitat Xu, W., Cao, Y., & Zhao, C. (2013). Capacity analysis of MIMO group-broadcast channels with time-division scheduling. Springer Wireless Personal Communications, 68(4), 1331–1350.CrossRef Xu, W., Cao, Y., & Zhao, C. (2013). Capacity analysis of MIMO group-broadcast channels with time-division scheduling. Springer Wireless Personal Communications, 68(4), 1331–1350.CrossRef
19.
Zurück zum Zitat Al-Ghadhban, S. (2014). Opportunistic round robin scheduling for V-BLAST systems over multiuser MIMO channels. Springer EURASIP Journal on Wireless Communications and Networking, 2014(1), 1–11.CrossRef Al-Ghadhban, S. (2014). Opportunistic round robin scheduling for V-BLAST systems over multiuser MIMO channels. Springer EURASIP Journal on Wireless Communications and Networking, 2014(1), 1–11.CrossRef
20.
Zurück zum Zitat Wang, F., Bialkowski, M. E., & Bialkowski, K. S. (2013). Successive user scheduling schemes for a multiuser MIMO system employing generalized channel inversion. Springer Wireless Personal Communications, 68(2), 401–416.CrossRef Wang, F., Bialkowski, M. E., & Bialkowski, K. S. (2013). Successive user scheduling schemes for a multiuser MIMO system employing generalized channel inversion. Springer Wireless Personal Communications, 68(2), 401–416.CrossRef
21.
Zurück zum Zitat Sharif, M., & Hassibi, B. (2005). On the capacity of MIMO broadcast channels with partial side information. IEEE Transactions on Information Theory, 51, 506–522.MathSciNetCrossRefMATH Sharif, M., & Hassibi, B. (2005). On the capacity of MIMO broadcast channels with partial side information. IEEE Transactions on Information Theory, 51, 506–522.MathSciNetCrossRefMATH
22.
Zurück zum Zitat Viswanath, P., Tse, D. N. C., & Laroia, R. (2002). Opportunistic beamforming using dumb antennas. IEEE Transactions on Information Theory, 48, 1277–1294.MathSciNetCrossRefMATH Viswanath, P., Tse, D. N. C., & Laroia, R. (2002). Opportunistic beamforming using dumb antennas. IEEE Transactions on Information Theory, 48, 1277–1294.MathSciNetCrossRefMATH
23.
Zurück zum Zitat Vicario, J. L., Bosisio, R., Anton-Haro, C., & Spagnolini, U. (2008). Beam selection strategies for orthogonal random beamforming in sparse networks. IEEE Transactions on Wireless Communications, 7, 3385–3396.CrossRef Vicario, J. L., Bosisio, R., Anton-Haro, C., & Spagnolini, U. (2008). Beam selection strategies for orthogonal random beamforming in sparse networks. IEEE Transactions on Wireless Communications, 7, 3385–3396.CrossRef
24.
Zurück zum Zitat Zhang, W., & Letaief, K. B. (2007). MIMO broadcast scheduling with limited feedback. IEEE Journal on Selected Areas in Communications, 25, 1457–1467.CrossRef Zhang, W., & Letaief, K. B. (2007). MIMO broadcast scheduling with limited feedback. IEEE Journal on Selected Areas in Communications, 25, 1457–1467.CrossRef
25.
Zurück zum Zitat David, H. A. (1981). Order statistics (2nd ed.). New York: Wiley.MATH David, H. A. (1981). Order statistics (2nd ed.). New York: Wiley.MATH
Metadaten
Titel
Quantized feedback MIMO scheduling for heterogeneous broadcast networks
verfasst von
Prabina Pattanayak
Preetam Kumar
Publikationsdatum
26.02.2016
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 5/2017
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-016-1232-0

Weitere Artikel der Ausgabe 5/2017

Wireless Networks 5/2017 Zur Ausgabe

Neuer Inhalt