Skip to main content
Erschienen in: Wireless Personal Communications 2/2015

01.09.2015

Limited Feedback MU-MIMO in LTE-A System: Concepts, Performance, and Future Works

verfasst von: Mehran Behjati, Mahamod Ismail, Rosdiadee Nordin

Erschienen in: Wireless Personal Communications | Ausgabe 2/2015

Einloggen

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

search-config
loading …

Abstract

In wireless communications, interference is known as a major restricting factor in achieving system capacity. Therefore, in the Long-Term evolution (LTE) system, a transmitter and a receiver collaborate together to tackle the interference. To do so, in the frequency division duplex system, information of downlink channel must be shared among the transceivers via a limited feedback technique. In this regard, this paper discusses the downlink transmission of multi-user multiple-input multiple-output with limited feedback in the LTE-Advanced system. Extensive studies are conducted on all steps of downlink transmissions and receptions which include techniques such as receive antenna combining, channel state information (CSI) acquisition, CSI quantization, precoding, and user scheduling. By utilizing a LTE-A standard compliant simulator, the link-level performance of the system is evaluated under different receive antenna combiners and quantization codebooks. Moreover, the main system constraints such as channel delay and imperfect CSI are applied to the system which results show that the system performance severely degrades under imperfections, especially when the number of transmit antennas increases. The results mainly reveal that to achieve the capacity of LTE-A, with the presence of interference, delay, and limited feedback, more sophisticated methods are required. Hence, this study precisely addresses the future works on CSI quantization, precoding, and user scheduling.

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

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+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 "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 Wang, D., Wei, B., & Al-Shalash, M. (2009). An inter-cell interference coordination algorithm for OFDMA forward link. In Vehicular Technology Conference Fall (VTC 2009-Fall), 2009 IEEE 70th (pp. 1–5). Wang, D., Wei, B., & Al-Shalash, M. (2009). An inter-cell interference coordination algorithm for OFDMA forward link. In Vehicular Technology Conference Fall (VTC 2009-Fall), 2009 IEEE 70th (pp. 1–5).
2.
Zurück zum Zitat Access, E. U. T. R. (2010). Further advancements for E-UTRA physical layer aspects (Release 9), 3GPP TS, vol. 36, p. V9. Access, E. U. T. R. (2010). Further advancements for E-UTRA physical layer aspects (Release 9), 3GPP TS, vol. 36, p. V9.
3.
Zurück zum Zitat Parkvall, S., Dahlman, E., Furuskar, A., Jading, Y., Olsson, M., & Wanstedt, S. et al. (2008). LTE-advanced-evolving LTE towards IMT-advanced. In Vehicular Technology Conference, 2008. VTC 2008-Fall. IEEE 68th (pp. 1–5). Parkvall, S., Dahlman, E., Furuskar, A., Jading, Y., Olsson, M., & Wanstedt, S. et al. (2008). LTE-advanced-evolving LTE towards IMT-advanced. In Vehicular Technology Conference, 2008. VTC 2008-Fall. IEEE 68th (pp. 1–5).
4.
Zurück zum Zitat Jungnickel, V., Thiele, L., Wirth, T., Haustein, T., Schiffermuller, & S., Forck, A. et al. (2009). Coordinated multipoint trials in the downlink. In GLOBECOM Workshops, 2009 IEEE (pp. 1–7). Jungnickel, V., Thiele, L., Wirth, T., Haustein, T., Schiffermuller, & S., Forck, A. et al. (2009). Coordinated multipoint trials in the downlink. In GLOBECOM Workshops, 2009 IEEE (pp. 1–7).
5.
Zurück zum Zitat Cui, Q., Yang, S., Xu, Y., Tao, X., & Liu, B. (2011). An effective inter-cell interference coordination scheme for downlink CoMP in LTE-A systems. In Vehicular Technology Conference (VTC Fall), 2011 IEEE (pp. 1–5). Cui, Q., Yang, S., Xu, Y., Tao, X., & Liu, B. (2011). An effective inter-cell interference coordination scheme for downlink CoMP in LTE-A systems. In Vehicular Technology Conference (VTC Fall), 2011 IEEE (pp. 1–5).
6.
Zurück zum Zitat Marsch, P., & Fettweis, G. P. (2011). Coordinated multi-point in mobile communications: From theory to practice. Cambridge: Cambridge University Press.CrossRef Marsch, P., & Fettweis, G. P. (2011). Coordinated multi-point in mobile communications: From theory to practice. Cambridge: Cambridge University Press.CrossRef
7.
Zurück zum Zitat Visotsky, E., & Madhow, U. (2001). Space-time transmit precoding with imperfect feedback. Information Theory, IEEE Transactions on, 47, 2632–2639.MathSciNetCrossRef Visotsky, E., & Madhow, U. (2001). Space-time transmit precoding with imperfect feedback. Information Theory, IEEE Transactions on, 47, 2632–2639.MathSciNetCrossRef
8.
Zurück zum Zitat Love, D. J., Heath, R. W, Jr, Santipach, W., & Honig, M. L. (2004). What is the value of limited feedback for MIMO channels? Communications Magazine, IEEE, 42, 54–59.CrossRef Love, D. J., Heath, R. W, Jr, Santipach, W., & Honig, M. L. (2004). What is the value of limited feedback for MIMO channels? Communications Magazine, IEEE, 42, 54–59.CrossRef
9.
Zurück zum Zitat Love, D. J., Heath, R. W., Lau, V. K., Gesbert, D., Rao, B. D., & Andrews, M. (2008). An overview of limited feedback in wireless communication systems. Selected Areas in Communications, IEEE Journal on, 26, 1341–1365.CrossRef Love, D. J., Heath, R. W., Lau, V. K., Gesbert, D., Rao, B. D., & Andrews, M. (2008). An overview of limited feedback in wireless communication systems. Selected Areas in Communications, IEEE Journal on, 26, 1341–1365.CrossRef
10.
Zurück zum Zitat Dietl, G., Labreche, O., & Utschick, W. (2010). Limited feedback schemes for multiuser MIMO downlink transmission. In Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE (pp. 1–5). Dietl, G., Labreche, O., & Utschick, W. (2010). Limited feedback schemes for multiuser MIMO downlink transmission. In Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE (pp. 1–5).
11.
Zurück zum Zitat Sharif, M., & Hassibi, B. (2005). On the capacity of MIMO broadcast channels with partial side information. Information Theory, IEEE Transactions on, 51, 506–522.MATHMathSciNetCrossRef Sharif, M., & Hassibi, B. (2005). On the capacity of MIMO broadcast channels with partial side information. Information Theory, IEEE Transactions on, 51, 506–522.MATHMathSciNetCrossRef
12.
Zurück zum Zitat Bayesteh, A., & Khandani, A. K. (2006). How much feedback is required in MIMO broadcast channels? In Information Theory, 2006 IEEE International Symposium on (pp. 1310–1314). Bayesteh, A., & Khandani, A. K. (2006). How much feedback is required in MIMO broadcast channels? In Information Theory, 2006 IEEE International Symposium on (pp. 1310–1314).
13.
Zurück zum Zitat Bhagavatula, R., & Heath, R. (2011). Impact of delayed limited feedback on the sum-rate of intercell interference nulling. In Communications (ICC), 2011 IEEE International Conference on (pp. 1–5). Bhagavatula, R., & Heath, R. (2011). Impact of delayed limited feedback on the sum-rate of intercell interference nulling. In Communications (ICC), 2011 IEEE International Conference on (pp. 1–5).
14.
Zurück zum Zitat Zhang, J., Andrews, J. G., & Heath, R. (2009). Block diagonalization in the MIMO broadcast channel with delayed CSIT. In Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE (pp. 1–6). Zhang, J., Andrews, J. G., & Heath, R. (2009). Block diagonalization in the MIMO broadcast channel with delayed CSIT. In Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE (pp. 1–6).
15.
Zurück zum Zitat Shi, J., Zhang, T., Zhou, Y., Zeng, Z., & Huang, Z. (2011). Rate loss caused by limited feedback and channel delay in coordinated multi-point system. In Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd (pp. 1–6). Shi, J., Zhang, T., Zhou, Y., Zeng, Z., & Huang, Z. (2011). Rate loss caused by limited feedback and channel delay in coordinated multi-point system. In Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd (pp. 1–6).
16.
Zurück zum Zitat Mehlführer, C., Ikuno, J. C., Simko, M., Schwarz, S., Wrulich, M., & Rupp, M. (2011). The Vienna LTE simulators-Enabling reproducibility in wireless communications research. EURASIP Journal on Advances in Signal Processing, 2011, 1–14.CrossRef Mehlführer, C., Ikuno, J. C., Simko, M., Schwarz, S., Wrulich, M., & Rupp, M. (2011). The Vienna LTE simulators-Enabling reproducibility in wireless communications research. EURASIP Journal on Advances in Signal Processing, 2011, 1–14.CrossRef
17.
Zurück zum Zitat Shim, S., Kwak, J., Heath, R., & Andrews, J. (2008). Block diagonalization for multi-user MIMO with other-cell interference. Wireless Communications, IEEE Transactions on, 7, 2671–2681.CrossRef Shim, S., Kwak, J., Heath, R., & Andrews, J. (2008). Block diagonalization for multi-user MIMO with other-cell interference. Wireless Communications, IEEE Transactions on, 7, 2671–2681.CrossRef
18.
Zurück zum Zitat Ravindran, N., & Jindal, N. (2008). Limited feedback-based block diagonalization for the MIMO broadcast channel. Selected Areas in Communications, IEEE Journal on, 26, 1473–1482.CrossRef Ravindran, N., & Jindal, N. (2008). Limited feedback-based block diagonalization for the MIMO broadcast channel. Selected Areas in Communications, IEEE Journal on, 26, 1473–1482.CrossRef
19.
Zurück zum Zitat Zheng, J., Huang, Z., & Yang, P. (2009). A limited feedback-based block diagonalization scheme for multi-user MIMO-OFDM systems. In Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on (pp. 1–4). Zheng, J., Huang, Z., & Yang, P. (2009). A limited feedback-based block diagonalization scheme for multi-user MIMO-OFDM systems. In Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on (pp. 1–4).
20.
Zurück zum Zitat Wang, F., & Bialkowski, M. E. (2010). Performance of multiuser MIMO system employing block diagonalization with antenna selection at mobile stations. In Signal Processing Systems (ICSPS), 2010 2nd International Conference on (pp. V1-671–V1-675). Wang, F., & Bialkowski, M. E. (2010). Performance of multiuser MIMO system employing block diagonalization with antenna selection at mobile stations. In Signal Processing Systems (ICSPS), 2010 2nd International Conference on (pp. V1-671–V1-675).
21.
Zurück zum Zitat Bjornson, E., Bengtsson, M., & Ottersten, B. (2011). Receive combining vs. multistream multiplexing in multiuser MIMO systems. In Communication Technologies Workshop (Swe-CTW), 2011. IEEE Swedish (pp. 103–108). Bjornson, E., Bengtsson, M., & Ottersten, B. (2011). Receive combining vs. multistream multiplexing in multiuser MIMO systems. In Communication Technologies Workshop (Swe-CTW), 2011. IEEE Swedish (pp. 103–108).
22.
Zurück zum Zitat 3GPP, Techn. Spec. Group Radio Access Network; Phy. Chan. And Mod. (Release 10) 2010. 3GPP, Techn. Spec. Group Radio Access Network; Phy. Chan. And Mod. (Release 10) 2010.
23.
Zurück zum Zitat Bjrnson, E. (2011). Multiantenna cellular communications: Channel estimation, feedback, and resource allocation, KTH. Bjrnson, E. (2011). Multiantenna cellular communications: Channel estimation, feedback, and resource allocation, KTH.
24.
Zurück zum Zitat Dietl, G., Labreche, O., & Utschick, W. (2009). Channel vector quantization for multiuser mimo systems aiming at maximum sum rate. In Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE (pp. 1–5). Dietl, G., Labreche, O., & Utschick, W. (2009). Channel vector quantization for multiuser mimo systems aiming at maximum sum rate. In Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE (pp. 1–5).
25.
Zurück zum Zitat Jin, J., Lin, C., Wang, Q., Yang, H., & Wang, Y. (2010). Effect of imperfect channel estimation on multi-user beamforming in LTE-advanced system. In Vehicular Technology Conference (VTC 2010-Spring), 2010 IEEE 71st (pp. 1–5). Jin, J., Lin, C., Wang, Q., Yang, H., & Wang, Y. (2010). Effect of imperfect channel estimation on multi-user beamforming in LTE-advanced system. In Vehicular Technology Conference (VTC 2010-Spring), 2010 IEEE 71st (pp. 1–5).
26.
Zurück zum Zitat Wang, W., Zhang, Z., & Kayama, H. (2010). Quasi-MMSE/ZF based limited feedback schemes for MU-MIMO precoding. In Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE (pp. 1–6). Wang, W., Zhang, Z., & Kayama, H. (2010). Quasi-MMSE/ZF based limited feedback schemes for MU-MIMO precoding. In Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE (pp. 1–6).
27.
Zurück zum Zitat Jindal, N. (2008). Antenna combining for the MIMO downlink channel. Wireless Communications, IEEE Transactions on, 7, 3834–3844.CrossRef Jindal, N. (2008). Antenna combining for the MIMO downlink channel. Wireless Communications, IEEE Transactions on, 7, 3834–3844.CrossRef
28.
Zurück zum Zitat Boccardi, F., & Huang, H. (2007). A near-optimum technique using linear precoding for the MIMO broadcast channel. In Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on (pp. III-17–III-20). Boccardi, F., & Huang, H. (2007). A near-optimum technique using linear precoding for the MIMO broadcast channel. In Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on (pp. III-17–III-20).
29.
Zurück zum Zitat Dimic, G., & Sidiropoulos, N. D. (2005). On downlink beamforming with greedy user selection: Performance analysis and a simple new algorithm. Signal Processing, IEEE Transactions on, 53, 3857–3868.MathSciNetCrossRef Dimic, G., & Sidiropoulos, N. D. (2005). On downlink beamforming with greedy user selection: Performance analysis and a simple new algorithm. Signal Processing, IEEE Transactions on, 53, 3857–3868.MathSciNetCrossRef
30.
Zurück zum Zitat Lee, J., & Jindal, N. (2007). High SNR analysis for MIMO broadcast channels: Dirty paper coding versus linear precoding. Information Theory, IEEE Transactions on, 53, 4787–4792.MathSciNetCrossRef Lee, J., & Jindal, N. (2007). High SNR analysis for MIMO broadcast channels: Dirty paper coding versus linear precoding. Information Theory, IEEE Transactions on, 53, 4787–4792.MathSciNetCrossRef
31.
Zurück zum Zitat Jiang, Y., Varanasi, M. K., & Li, J. (2011). Performance analysis of ZF and MMSE equalizers for MIMO systems: An in-depth study of the high SNR regime. Information Theory, IEEE Transactions on, 57, 2008–2026.MathSciNetCrossRef Jiang, Y., Varanasi, M. K., & Li, J. (2011). Performance analysis of ZF and MMSE equalizers for MIMO systems: An in-depth study of the high SNR regime. Information Theory, IEEE Transactions on, 57, 2008–2026.MathSciNetCrossRef
32.
Zurück zum Zitat Trivellato, M., Boccardi, F., & Tosato, F. (2007). User selection schemes for MIMO broadcast channels with limited feedback. In Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th (pp. 2089–2093). Trivellato, M., Boccardi, F., & Tosato, F. (2007). User selection schemes for MIMO broadcast channels with limited feedback. In Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th (pp. 2089–2093).
33.
Zurück zum Zitat Mondal, B., & Heath, R. W. (2006). Channel adaptive quantization for limited feedback MIMO beamforming systems. Signal Processing, IEEE Transactions on, 54, 4717–4729.CrossRef Mondal, B., & Heath, R. W. (2006). Channel adaptive quantization for limited feedback MIMO beamforming systems. Signal Processing, IEEE Transactions on, 54, 4717–4729.CrossRef
34.
Zurück zum Zitat E-UTRA; physical layer procedures, 3rd Generation Partnership Project (3GPP), Tech. Rep. TS 36.213, March 2009. E-UTRA; physical layer procedures, 3rd Generation Partnership Project (3GPP), Tech. Rep. TS 36.213, March 2009.
35.
Zurück zum Zitat Ikuno, J. C., Wrulich, M., & Rupp, M. (2010). System level simulation of LTE networks. In Vehicular Technology Conference (VTC 2010-Spring), 2010 IEEE 71st (pp. 1–5). Ikuno, J. C., Wrulich, M., & Rupp, M. (2010). System level simulation of LTE networks. In Vehicular Technology Conference (VTC 2010-Spring), 2010 IEEE 71st (pp. 1–5).
36.
Zurück zum Zitat Caire, G., Taricco, G., & Biglieri, E. (1996). Capacity of bit-interleaved channels. Electronics Letters, 32, 1060–1061.CrossRef Caire, G., Taricco, G., & Biglieri, E. (1996). Capacity of bit-interleaved channels. Electronics Letters, 32, 1060–1061.CrossRef
37.
Zurück zum Zitat Ikuno, J. C., Wrulich, M., & Rupp, M. (2009). Performance and modeling of LTE H-ARQ. In Proceedings of International ITG Workshop on Smart Antennas (WSA 2009), Berlin, Germany. Ikuno, J. C., Wrulich, M., & Rupp, M. (2009). Performance and modeling of LTE H-ARQ. In Proceedings of International ITG Workshop on Smart Antennas (WSA 2009), Berlin, Germany.
38.
Zurück zum Zitat Yu, C. H., Ruttik, K., & Tirkkonen, O. (2009). Approximate rate quantization of adaptive modulation and coding with near-optimum throughput. In Personal, Indoor and Mobile Radio Communications, 2009 IEEE 20th International Symposium on (pp. 157–161). Yu, C. H., Ruttik, K., & Tirkkonen, O. (2009). Approximate rate quantization of adaptive modulation and coding with near-optimum throughput. In Personal, Indoor and Mobile Radio Communications, 2009 IEEE 20th International Symposium on (pp. 157–161).
39.
Zurück zum Zitat Maattanen, H.-L., Tirkkonen, O., & Roman, T. (2009). Differential CQI optimization for MIMO with codebook based precoding. In Signal Processing Advances in Wireless Communications, 2009. SPAWC’09. IEEE 10th Workshop on (pp. 339–343). Maattanen, H.-L., Tirkkonen, O., & Roman, T. (2009). Differential CQI optimization for MIMO with codebook based precoding. In Signal Processing Advances in Wireless Communications, 2009. SPAWC’09. IEEE 10th Workshop on (pp. 339–343).
40.
Zurück zum Zitat Dietl, G., & Bauch, G. (2007). Linear precoding in the downlink of limited feedback multiuser MIMO systems. In Global Telecommunications Conference, 2007. GLOBECOM’07. IEEE (pp. 4359–4364). Dietl, G., & Bauch, G. (2007). Linear precoding in the downlink of limited feedback multiuser MIMO systems. In Global Telecommunications Conference, 2007. GLOBECOM’07. IEEE (pp. 4359–4364).
41.
Zurück zum Zitat Au-Yeung, C. K., & Love, D. J. (2007). On the performance of random vector quantization limited feedback beamforming in a MISO system. Wireless Communications, IEEE Transactions on, 6, 458–462.CrossRef Au-Yeung, C. K., & Love, D. J. (2007). On the performance of random vector quantization limited feedback beamforming in a MISO system. Wireless Communications, IEEE Transactions on, 6, 458–462.CrossRef
42.
Zurück zum Zitat Jindal, N. (2006). MIMO broadcast channels with finite-rate feedback. Information Theory, IEEE Transactions on, 52, 5045–5060.MATHMathSciNetCrossRef Jindal, N. (2006). MIMO broadcast channels with finite-rate feedback. Information Theory, IEEE Transactions on, 52, 5045–5060.MATHMathSciNetCrossRef
43.
Zurück zum Zitat Santipach, W., & Honig, M. L. (2003). Asymptotic performance of MIMO wireless channels with limited feedback. In Military Communications Conference, 2003. MILCOM’03. 2003 IEEE (pp. 141–146). Santipach, W., & Honig, M. L. (2003). Asymptotic performance of MIMO wireless channels with limited feedback. In Military Communications Conference, 2003. MILCOM’03. 2003 IEEE (pp. 141–146).
44.
Zurück zum Zitat Schwarz, S., Heath, R. W., & Rupp, M. (2013). Single-user MIMO versus multi-user MIMO in distributed antenna systems with limited feedback. EURASIP Journal on Advances in Signal Processing, 2013, 54.CrossRef Schwarz, S., Heath, R. W., & Rupp, M. (2013). Single-user MIMO versus multi-user MIMO in distributed antenna systems with limited feedback. EURASIP Journal on Advances in Signal Processing, 2013, 54.CrossRef
45.
Zurück zum Zitat Love, D. J., & Heath, R. W, Jr. (2006). Limited feedback diversity techniques for correlated channels. Vehicular Technology, IEEE Transactions on, 55, 718–722.CrossRef Love, D. J., & Heath, R. W, Jr. (2006). Limited feedback diversity techniques for correlated channels. Vehicular Technology, IEEE Transactions on, 55, 718–722.CrossRef
46.
Zurück zum Zitat Love, D. J., & Heath, R. W, Jr. (2003). Equal gain transmission in multiple-input multiple-output wireless systems. Communications, IEEE Transactions on, 51, 1102–1110.CrossRef Love, D. J., & Heath, R. W, Jr. (2003). Equal gain transmission in multiple-input multiple-output wireless systems. Communications, IEEE Transactions on, 51, 1102–1110.CrossRef
47.
Zurück zum Zitat amsung Electronics, Downlink MIMO for EUTRA, 3GPP TSG RAN WG1 44/R1-060335, February 2006. amsung Electronics, Downlink MIMO for EUTRA, 3GPP TSG RAN WG1 44/R1-060335, February 2006.
48.
Zurück zum Zitat 3GPP, Results on zero-forcing MU-MIMO, February 2007. 3GPP, Results on zero-forcing MU-MIMO, February 2007.
49.
Zurück zum Zitat Yang, D., Yang, L.-L., & Hanzo, L. (2010). DFT-based beamforming weight-vector codebook design for spatially correlated channels in the unitary precoding aided multiuser downlink. In Communications (ICC), 2010 IEEE International Conference on (pp. 1–5). Yang, D., Yang, L.-L., & Hanzo, L. (2010). DFT-based beamforming weight-vector codebook design for spatially correlated channels in the unitary precoding aided multiuser downlink. In Communications (ICC), 2010 IEEE International Conference on (pp. 1–5).
50.
Zurück zum Zitat Love, D. J., Heath, R. W, Jr, & Strohmer, T. (2003). Grassmannian beamforming for multiple-input multiple-output wireless systems. Information Theory, IEEE Transactions on, 49, 2735–2747.MATHCrossRef Love, D. J., Heath, R. W, Jr, & Strohmer, T. (2003). Grassmannian beamforming for multiple-input multiple-output wireless systems. Information Theory, IEEE Transactions on, 49, 2735–2747.MATHCrossRef
51.
Zurück zum Zitat Love, D. J., & Heath, R. W. (2005). Limited feedback unitary precoding for spatial multiplexing systems. Information Theory, IEEE Transactions on, 51, 2967–2976.MATHMathSciNetCrossRef Love, D. J., & Heath, R. W. (2005). Limited feedback unitary precoding for spatial multiplexing systems. Information Theory, IEEE Transactions on, 51, 2967–2976.MATHMathSciNetCrossRef
52.
Zurück zum Zitat Raghavan, V., Heath, R., & Sayeed, M. (2007). Systematic codebook designs for quantized beamforming in correlated MIMO channels. Selected Areas in Communications, IEEE Journal on, 25, 1298–1310. Raghavan, V., Heath, R., & Sayeed, M. (2007). Systematic codebook designs for quantized beamforming in correlated MIMO channels. Selected Areas in Communications, IEEE Journal on, 25, 1298–1310.
53.
Zurück zum Zitat Inoue, T., & Heath, R. W. (2011). Grassmannian predictive coding for limited feedback multiuser MIMO systems. In Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on (pp. 3076–3079). Inoue, T., & Heath, R. W. (2011). Grassmannian predictive coding for limited feedback multiuser MIMO systems. In Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on (pp. 3076–3079).
54.
Zurück zum Zitat Bhagavatula, R., & Heath, R. W. (2013). Predictive vector quantization for multicell cooperation with delayed limited feedback. Wireless Communications, IEEE Transactions on, 12(6), 2588–2597. Bhagavatula, R., & Heath, R. W. (2013). Predictive vector quantization for multicell cooperation with delayed limited feedback. Wireless Communications, IEEE Transactions on, 12(6), 2588–2597.
55.
Zurück zum Zitat Wang, J., Wu, M., & Zheng, F. (2010). The codebook design for MIMO precoding systems in LTE and LTE-A. In Wireless Communications Networking and Mobile Computing (WiCOM), 2010 6th International Conference on (pp. 1–4). Wang, J., Wu, M., & Zheng, F. (2010). The codebook design for MIMO precoding systems in LTE and LTE-A. In Wireless Communications Networking and Mobile Computing (WiCOM), 2010 6th International Conference on (pp. 1–4).
56.
Zurück zum Zitat Hou, X., & Yang, C. (2011). Codebook design and selection for multi-cell cooperative transmission limited feedback systems. In Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd (pp. 1–5). Hou, X., & Yang, C. (2011). Codebook design and selection for multi-cell cooperative transmission limited feedback systems. In Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd (pp. 1–5).
57.
Zurück zum Zitat Weingarten, H., Steinberg, Y., & Shamai, S. (2004). The capacity region of the Gaussian MIMO broadcast channel. In Information Theory (2004). ISIT 2004 Proceedings of International Symposium on (p. 174). Weingarten, H., Steinberg, Y., & Shamai, S. (2004). The capacity region of the Gaussian MIMO broadcast channel. In Information Theory (2004). ISIT 2004 Proceedings of International Symposium on (p. 174).
58.
Zurück zum Zitat Ding, P., Love, D. J., & Zoltowski, M. D. (2006). Multiple antenna broadcast channels with limited feedback. In Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings 2006 IEEE International Conference on (pp. IV-IV). Ding, P., Love, D. J., & Zoltowski, M. D. (2006). Multiple antenna broadcast channels with limited feedback. In Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings 2006 IEEE International Conference on (pp. IV-IV).
59.
Zurück zum Zitat Trivellato, M., Boccardi, F., & Huang, H. (2008). On transceiver design and channel quantization for downlink multiuser MIMO systems with limited feedback. Selected Areas in Communications, IEEE Journal on, 26, 1494–1504.CrossRef Trivellato, M., Boccardi, F., & Huang, H. (2008). On transceiver design and channel quantization for downlink multiuser MIMO systems with limited feedback. Selected Areas in Communications, IEEE Journal on, 26, 1494–1504.CrossRef
60.
Zurück zum Zitat Spencer, Q. H., Swindlehurst, A. L., & Haardt, M. (2004). Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels. Signal Processing, IEEE Transactions on, 52, 461–471.MathSciNetCrossRef Spencer, Q. H., Swindlehurst, A. L., & Haardt, M. (2004). Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels. Signal Processing, IEEE Transactions on, 52, 461–471.MathSciNetCrossRef
61.
Zurück zum Zitat Shen, Z., Chen, R., Andrews, J. G., Heath, R. W., & Evans, B. L. (2006). Low complexity user selection algorithms for multiuser MIMO systems with block diagonalization. Signal Processing, IEEE Transactions on, 54, 3658–3663.CrossRef Shen, Z., Chen, R., Andrews, J. G., Heath, R. W., & Evans, B. L. (2006). Low complexity user selection algorithms for multiuser MIMO systems with block diagonalization. Signal Processing, IEEE Transactions on, 54, 3658–3663.CrossRef
62.
Zurück zum Zitat Jindal, N. (2005). High SNR analysis of MIMO broadcast channels. In Information Theory, 2005. ISIT 2005. Proceedings International Symposium on (pp. 2310–2314). Jindal, N. (2005). High SNR analysis of MIMO broadcast channels. In Information Theory, 2005. ISIT 2005. Proceedings International Symposium on (pp. 2310–2314).
63.
Zurück zum Zitat Cadambe, V. R., & Jafar, S. A. (2007). Interference alignment and the degrees of freedom for the K user interference channel, arXiv preprint arXiv:0707.0323. Cadambe, V. R., & Jafar, S. A. (2007). Interference alignment and the degrees of freedom for the K user interference channel, arXiv preprint arXiv:​0707.​0323.
64.
Zurück zum Zitat Schwarz, S., Mehlfuhrer, C., & Rupp, M. (2010). Low complexity approximate maximum throughput scheduling for LTE. In Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on (pp. 1563–1569). Schwarz, S., Mehlfuhrer, C., & Rupp, M. (2010). Low complexity approximate maximum throughput scheduling for LTE. In Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on (pp. 1563–1569).
65.
Zurück zum Zitat Behjati, M., Ismail, M., & Ibrahim, M. (2013). Performance of limited feedback MU-MIMO in distributed antenna systems with different schedulers. In IEEE Malaysia International Conference on Communications (MICC), 2013 11th International Conference on (pp. 1–5). Behjati, M., Ismail, M., & Ibrahim, M. (2013). Performance of limited feedback MU-MIMO in distributed antenna systems with different schedulers. In IEEE Malaysia International Conference on Communications (MICC), 2013 11th International Conference on (pp. 1–5).
Metadaten
Titel
Limited Feedback MU-MIMO in LTE-A System: Concepts, Performance, and Future Works
verfasst von
Mehran Behjati
Mahamod Ismail
Rosdiadee Nordin
Publikationsdatum
01.09.2015
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 2/2015
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-015-2669-7

Weitere Artikel der Ausgabe 2/2015

Wireless Personal Communications 2/2015 Zur Ausgabe

Neuer Inhalt