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2017 | OriginalPaper | Buchkapitel

Massive MIMO Communications

verfasst von : Trinh Van Chien, Emil Björnson

Erschienen in: 5G Mobile Communications

Verlag: Springer International Publishing

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Abstract

Every new network generation needs to make a leap in area data throughput, to manage the growing wireless data traffic. The Massive MIMO technology can bring at least ten-fold improvements in area throughput by increasing the spectral efficiency (bit/s/Hz/cell), while using the same bandwidth and density of base stations as in current networks. These extraordinary gains are achieved by equipping the base stations with arrays of a hundred antennas to enable spatial multiplexing of tens of user terminals. This chapter explains the basic motivations and communication theory behind the Massive MIMO technology, and provides implementation-related design guidelines.

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Fußnoten
1
In fact, the reciprocal channel is \((\mathbf{h}_{l,k}^{i})^{T}\), using the regular transpose instead of the conjugate transpose as in (29), but since the only difference is a complex conjugation we can characterize the performance using (29) without loss of generality. The reason to use the conjugate transpose is that the notation becomes easier and the relation to the uplink is clearer.
 
2
This explicit uplink power allocation policy is very similar to what the uplink MMF utility would give [3], but has the benefit of not requiring any numerical optimization.
 
Literatur
1.
Zurück zum Zitat S. Anderson, M. Millnert, M. Viberg, B. Wahlberg, An adaptive array for mobile communication systems. IEEE Trans. Veh. Technol. 40 (1), 230–236 (1991)CrossRef S. Anderson, M. Millnert, M. Viberg, B. Wahlberg, An adaptive array for mobile communication systems. IEEE Trans. Veh. Technol. 40 (1), 230–236 (1991)CrossRef
2.
Zurück zum Zitat I. Atzeni, J. Arnau, M. Debbah, Fractional pilot reuse in massive MIMO systems, in Proceedings of the IEEE ICC, 2015 I. Atzeni, J. Arnau, M. Debbah, Fractional pilot reuse in massive MIMO systems, in Proceedings of the IEEE ICC, 2015
3.
Zurück zum Zitat E. Björnson, E. Jorswieck, Optimal resource allocation in coordinated multi-cell systems. Found. Trends Commun. Inf. Theor. 9 (2–3), 113–381 (2013)CrossRefMATH E. Björnson, E. Jorswieck, Optimal resource allocation in coordinated multi-cell systems. Found. Trends Commun. Inf. Theor. 9 (2–3), 113–381 (2013)CrossRefMATH
4.
Zurück zum Zitat E. Björnson, B. Ottersten, A framework for training-based estimation in arbitrarily correlated Rician MIMO channels with Rician disturbance. IEEE Trans. Signal Process. 58 (3), 1807–1820 (2010)MathSciNetCrossRef E. Björnson, B. Ottersten, A framework for training-based estimation in arbitrarily correlated Rician MIMO channels with Rician disturbance. IEEE Trans. Signal Process. 58 (3), 1807–1820 (2010)MathSciNetCrossRef
5.
Zurück zum Zitat E. Björnson, G. Zheng, M. Bengtsson, B. Ottersten, Robust monotonic optimization framework for multicell MISO systems. IEEE Trans. Signal Process. 60 (5), 2508–2523 (2012)MathSciNetCrossRef E. Björnson, G. Zheng, M. Bengtsson, B. Ottersten, Robust monotonic optimization framework for multicell MISO systems. IEEE Trans. Signal Process. 60 (5), 2508–2523 (2012)MathSciNetCrossRef
6.
Zurück zum Zitat E. Björnson, M. Kountouris, M. Bengtsson, B. Ottersten, Receive combining vs. multi-stream multiplexing in downlink systems with multi-antenna users. IEEE Trans. Signal Process. 61 (13), 3431–3446 (2013) E. Björnson, M. Kountouris, M. Bengtsson, B. Ottersten, Receive combining vs. multi-stream multiplexing in downlink systems with multi-antenna users. IEEE Trans. Signal Process. 61 (13), 3431–3446 (2013)
7.
Zurück zum Zitat E. Björnson, J. Hoydis, M. Kountouris, M. Debbah, Massive MIMO systems with non-ideal hardware: Energy efficiency, estimation, and capacity limits. IEEE Trans. Inf. Theory 60 (11), 7112–7139 (2014)MathSciNetCrossRef E. Björnson, J. Hoydis, M. Kountouris, M. Debbah, Massive MIMO systems with non-ideal hardware: Energy efficiency, estimation, and capacity limits. IEEE Trans. Inf. Theory 60 (11), 7112–7139 (2014)MathSciNetCrossRef
8.
Zurück zum Zitat E. Björnson, E. Jorswieck, M. Debbah, B. Ottersten, Multi-objective signal processing optimization: the way to balance conflicting metrics in 5G systems. IEEE Signal Process. Mag. 31 (6), 14–23 (2014)CrossRef E. Björnson, E. Jorswieck, M. Debbah, B. Ottersten, Multi-objective signal processing optimization: the way to balance conflicting metrics in 5G systems. IEEE Signal Process. Mag. 31 (6), 14–23 (2014)CrossRef
9.
Zurück zum Zitat E. Björnson, E. Larsson, M. Debbah, Massive MIMO for maximal spectral efficiency: how many users and pilots should be allocated? IEEE Trans. Wireless Commun. 15 (2), 1293–1308 (2016)CrossRef E. Björnson, E. Larsson, M. Debbah, Massive MIMO for maximal spectral efficiency: how many users and pilots should be allocated? IEEE Trans. Wireless Commun. 15 (2), 1293–1308 (2016)CrossRef
10.
Zurück zum Zitat H. Boche, M. Schubert, A general duality theory for uplink and downlink beamforming, in Proceedings of the IEEE VTC-Fall (2002), pp. 87–91 H. Boche, M. Schubert, A general duality theory for uplink and downlink beamforming, in Proceedings of the IEEE VTC-Fall (2002), pp. 87–91
11.
Zurück zum Zitat G. Caire, S. Shamai, On the achievable throughput of a multiantenna Gaussian broadcast channel. IEEE Trans. Inf. Theory 49 (7), 1691–1706 (2003)MathSciNetCrossRefMATH G. Caire, S. Shamai, On the achievable throughput of a multiantenna Gaussian broadcast channel. IEEE Trans. Inf. Theory 49 (7), 1691–1706 (2003)MathSciNetCrossRefMATH
12.
Zurück zum Zitat H.V. Cheng, E. Björnson, E.G. Larsson, Uplink pilot and data power control for single cell massive MIMO systems with MRC, in Proceedings of the IEEE ISWCS, 2015 H.V. Cheng, E. Björnson, E.G. Larsson, Uplink pilot and data power control for single cell massive MIMO systems with MRC, in Proceedings of the IEEE ISWCS, 2015
13.
Zurück zum Zitat H.V. Cheng, E. Björnson, E.G. Larsson, Optimal pilot and payload power control in single-cell massive MIMO systems. IEEE Trans. Signal Process (submitted) H.V. Cheng, E. Björnson, E.G. Larsson, Optimal pilot and payload power control in single-cell massive MIMO systems. IEEE Trans. Signal Process (submitted)
14.
Zurück zum Zitat R. Couillet, M. Debbah, Random Matrix Methods for Wireless Communications (Cambridge University Press, Cambridge, 2011)CrossRefMATH R. Couillet, M. Debbah, Random Matrix Methods for Wireless Communications (Cambridge University Press, Cambridge, 2011)CrossRefMATH
15.
Zurück zum Zitat D. Cox, Cochannel interference considerations in frequency reuse small-coverage-area radio systems. IEEE Trans. Commun. 30 (1), 135–142 (1982)CrossRef D. Cox, Cochannel interference considerations in frequency reuse small-coverage-area radio systems. IEEE Trans. Commun. 30 (1), 135–142 (1982)CrossRef
16.
Zurück zum Zitat X. Gao, O. Edfors, F. Rusek, F. Tufvesson, Linear pre-coding performance in measured very-large MIMO channels, in Proceedings of the IEEE VTC Fall, 2011 X. Gao, O. Edfors, F. Rusek, F. Tufvesson, Linear pre-coding performance in measured very-large MIMO channels, in Proceedings of the IEEE VTC Fall, 2011
17.
Zurück zum Zitat D. Gesbert, M. Kountouris, R. Heath, C.B. Chae, T. Sälzer, Shifting the MIMO paradigm. IEEE Signal Process. Mag. 24 (5), 36–46 (2007)CrossRef D. Gesbert, M. Kountouris, R. Heath, C.B. Chae, T. Sälzer, Shifting the MIMO paradigm. IEEE Signal Process. Mag. 24 (5), 36–46 (2007)CrossRef
18.
Zurück zum Zitat A. Goldsmith, S. Jafar, N. Jindal, S. Vishwanath, Capacity limits of MIMO channels. IEEE J. Sel. Areas Commun. 21 (5), 684–702 (2003)CrossRefMATH A. Goldsmith, S. Jafar, N. Jindal, S. Vishwanath, Capacity limits of MIMO channels. IEEE J. Sel. Areas Commun. 21 (5), 684–702 (2003)CrossRefMATH
19.
Zurück zum Zitat J. Hoydis, C. Hoek, T. Wild, S. ten Brink, Channel measurements for large antenna arrays, in International Symposium on Wireless Communications Systems (ISWCS), 2012 J. Hoydis, C. Hoek, T. Wild, S. ten Brink, Channel measurements for large antenna arrays, in International Symposium on Wireless Communications Systems (ISWCS), 2012
20.
Zurück zum Zitat J. Hoydis, S. ten Brink, M. Debbah, Massive MIMO in the UL/DL of cellular networks: How many antennas do we need? IEEE J. Sel. Areas Commun. 31 (2), 160–171 (2013)CrossRef J. Hoydis, S. ten Brink, M. Debbah, Massive MIMO in the UL/DL of cellular networks: How many antennas do we need? IEEE J. Sel. Areas Commun. 31 (2), 160–171 (2013)CrossRef
21.
Zurück zum Zitat H. Huh, G. Caire, H. Papadopoulos, S. Ramprashad, Achieving “massive MIMO” spectral efficiency with a not-so-large number of antennas. IEEE Trans. Wireless Commun. 11 (9), 3226–3239 (2012)CrossRef H. Huh, G. Caire, H. Papadopoulos, S. Ramprashad, Achieving “massive MIMO” spectral efficiency with a not-so-large number of antennas. IEEE Trans. Wireless Commun. 11 (9), 3226–3239 (2012)CrossRef
22.
Zurück zum Zitat ITU: Requirements related to technical performance for IMT-advanced radio interface(s). Tech. rep., ITU-R M.2134 (2008) ITU: Requirements related to technical performance for IMT-advanced radio interface(s). Tech. rep., ITU-R M.2134 (2008)
23.
Zurück zum Zitat J. Jose, A. Ashikhmin, T.L. Marzetta, S. Vishwanath, Pilot contamination and precoding in multi-cell TDD systems. IEEE Trans. Commun. 10 (8), 2640–2651 (2011) J. Jose, A. Ashikhmin, T.L. Marzetta, S. Vishwanath, Pilot contamination and precoding in multi-cell TDD systems. IEEE Trans. Commun. 10 (8), 2640–2651 (2011)
24.
Zurück zum Zitat S. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory (Prentice Hall, Englewood Cliffs, NJ, 1993)MATH S. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory (Prentice Hall, Englewood Cliffs, NJ, 1993)MATH
25.
Zurück zum Zitat E.G. Larsson, F. Tufvesson, O. Edfors, T.L. Marzetta, Massive MIMO for next generation wireless systems. IEEE Commun. Mag. 52 (2), 186–195 (2014)CrossRef E.G. Larsson, F. Tufvesson, O. Edfors, T.L. Marzetta, Massive MIMO for next generation wireless systems. IEEE Commun. Mag. 52 (2), 186–195 (2014)CrossRef
26.
Zurück zum Zitat X. Li, E. Björnson, E.G. Larsson, S. Zhou, J. Wang, Massive MIMO with multi-cell MMSE processing: exploiting all pilots for interference suppression. IEEE Trans. Wireless Commun. (2015, submitted). Available: http://arxiv.org/abs/1505.03682 X. Li, E. Björnson, E.G. Larsson, S. Zhou, J. Wang, Massive MIMO with multi-cell MMSE processing: exploiting all pilots for interference suppression. IEEE Trans. Wireless Commun. (2015, submitted). Available: http://​arxiv.​org/​abs/​1505.​03682
27.
Zurück zum Zitat Y.F. Liu, Y.H. Dai, Z.Q. Luo, Coordinated beamforming for MISO interference channel: complexity analysis and efficient algorithms. IEEE Trans. Signal Process. 59 (3), 1142–1157 (2011)MathSciNetCrossRef Y.F. Liu, Y.H. Dai, Z.Q. Luo, Coordinated beamforming for MISO interference channel: complexity analysis and efficient algorithms. IEEE Trans. Signal Process. 59 (3), 1142–1157 (2011)MathSciNetCrossRef
28.
Zurück zum Zitat T.L. Marzetta, Noncooperative cellular wireless with unlimited numbers of base station antennas. IEEE Trans. Wireless Commun. 9 (11), 3590–3600 (2010)CrossRef T.L. Marzetta, Noncooperative cellular wireless with unlimited numbers of base station antennas. IEEE Trans. Wireless Commun. 9 (11), 3590–3600 (2010)CrossRef
29.
Zurück zum Zitat T.L. Marzetta, A. Ashikhmin, MIMO system having a plurality of service antennas for data transmission and reception and method thereof, US Patent 8,594,215, 2011 T.L. Marzetta, A. Ashikhmin, MIMO system having a plurality of service antennas for data transmission and reception and method thereof, US Patent 8,594,215, 2011
30.
Zurück zum Zitat H. Ngo, E. Larsson, T. Marzetta, Energy and spectral efficiency of very large multiuser MIMO systems. IEEE Trans. Commun. 61 (4), 1436–1449 (2013)CrossRef H. Ngo, E. Larsson, T. Marzetta, Energy and spectral efficiency of very large multiuser MIMO systems. IEEE Trans. Commun. 61 (4), 1436–1449 (2013)CrossRef
31.
Zurück zum Zitat H.Q. Ngo, E.G. Larsson, T.L. Marzetta, Massive MU-MIMO downlink TDD systems with linear precoding and downlink pilots. IEEE Trans. Commun. 61 (4), 1436–1449 (2013)CrossRef H.Q. Ngo, E.G. Larsson, T.L. Marzetta, Massive MU-MIMO downlink TDD systems with linear precoding and downlink pilots. IEEE Trans. Commun. 61 (4), 1436–1449 (2013)CrossRef
32.
Zurück zum Zitat H. Ngo, E. Larsson, T. Marzetta, Aspects of favorable propagation in massive MIMO, in Proceedings of the EUSIPCO, 2014 H. Ngo, E. Larsson, T. Marzetta, Aspects of favorable propagation in massive MIMO, in Proceedings of the EUSIPCO, 2014
33.
Zurück zum Zitat H.Q. Ngo, A.E. Ashikhmin, H. Yang, E.G. Larsson, T.L. Marzetta, Cell-free massive MIMO: uniformly great service for everyone, in Proceedings of the IEEE SPAWC, 2015 H.Q. Ngo, A.E. Ashikhmin, H. Yang, E.G. Larsson, T.L. Marzetta, Cell-free massive MIMO: uniformly great service for everyone, in Proceedings of the IEEE SPAWC, 2015
34.
Zurück zum Zitat A. Paulraj, C. Papadias, Space-time processing for wireless communications. IEEE Signal Process. Mag. 14 (6), 49–83 (1997)CrossRef A. Paulraj, C. Papadias, Space-time processing for wireless communications. IEEE Signal Process. Mag. 14 (6), 49–83 (1997)CrossRef
35.
Zurück zum Zitat L. Qian, Y. Zhang, J. Huang, MAPEL: achieving global optimality for a non-convex wireless power control problem. IEEE Trans. Wireless Commun. 8 (3), 1553–1563 (2009)CrossRef L. Qian, Y. Zhang, J. Huang, MAPEL: achieving global optimality for a non-convex wireless power control problem. IEEE Trans. Wireless Commun. 8 (3), 1553–1563 (2009)CrossRef
36.
Zurück zum Zitat R. Roy, B. Ottersten, Spatial division multiple access wireless communication systems. US Patent 5,515,378, 1991 R. Roy, B. Ottersten, Spatial division multiple access wireless communication systems. US Patent 5,515,378, 1991
37.
Zurück zum Zitat N. Shariati, E. Björnson, M. Bengtsson, M. Debbah, Low-complexity polynomial channel estimation in large-scale MIMO with arbitrary statistics. IEEE J. Sel. Top. Signal Process. 8 (5), 815–830 (2014)CrossRef N. Shariati, E. Björnson, M. Bengtsson, M. Debbah, Low-complexity polynomial channel estimation in large-scale MIMO with arbitrary statistics. IEEE J. Sel. Top. Signal Process. 8 (5), 815–830 (2014)CrossRef
38.
Zurück zum Zitat S.C. Swales, M.A. Beach, D.J. Edwards, J.P. McGeehan, The performance enhancement of multibeam adaptive base-station antennas for cellular land mobile radio systems. IEEE Trans. Veh. Technol. 39 (1), 56–67 (1990)CrossRef S.C. Swales, M.A. Beach, D.J. Edwards, J.P. McGeehan, The performance enhancement of multibeam adaptive base-station antennas for cellular land mobile radio systems. IEEE Trans. Veh. Technol. 39 (1), 56–67 (1990)CrossRef
39.
Zurück zum Zitat E. Telatar, Capacity of multi-antenna Gaussian channels. Eur. Trans. Telecom. 10 (6), 585–595 (1999)CrossRef E. Telatar, Capacity of multi-antenna Gaussian channels. Eur. Trans. Telecom. 10 (6), 585–595 (1999)CrossRef
40.
Zurück zum Zitat A.M. Tulino, S. Verdú, Random matrix theory and wireless communications. Found. Trends Commun. Inf. Theor. 1 (1), 1–182 (2004)CrossRefMATH A.M. Tulino, S. Verdú, Random matrix theory and wireless communications. Found. Trends Commun. Inf. Theor. 1 (1), 1–182 (2004)CrossRefMATH
41.
Zurück zum Zitat J. Vieira, S. Malkowsky, K. Nieman, Z. Miers, N. Kundargi, L. Liu, I.C. Wong, V. Öwall, O. Edfors, F. Tufvesson, A flexible 100-antenna testbed for massive MIMO, in Proceedings of the IEEE Globecom Workshop - Massive MIMO: From Theory to Practice, 2014 J. Vieira, S. Malkowsky, K. Nieman, Z. Miers, N. Kundargi, L. Liu, I.C. Wong, V. Öwall, O. Edfors, F. Tufvesson, A flexible 100-antenna testbed for massive MIMO, in Proceedings of the IEEE Globecom Workshop - Massive MIMO: From Theory to Practice, 2014
42.
Zurück zum Zitat P. Viswanath, D. Tse, Sum capacity of the vector Gaussian broadcast channel and uplink-downlink duality. IEEE Trans. Inf. Theor. 49 (8), 1912–1921 (2003)MathSciNetCrossRefMATH P. Viswanath, D. Tse, Sum capacity of the vector Gaussian broadcast channel and uplink-downlink duality. IEEE Trans. Inf. Theor. 49 (8), 1912–1921 (2003)MathSciNetCrossRefMATH
43.
Zurück zum Zitat H. Weingarten, Y. Steinberg, S. Shamai, The capacity region of the Gaussian multiple-input multiple-output broadcast channel. IEEE Trans. Inf. Theory 52 (9), 3936–3964 (2006)MathSciNetCrossRefMATH H. Weingarten, Y. Steinberg, S. Shamai, The capacity region of the Gaussian multiple-input multiple-output broadcast channel. IEEE Trans. Inf. Theory 52 (9), 3936–3964 (2006)MathSciNetCrossRefMATH
44.
Zurück zum Zitat J. Winters, Optimum combining for indoor radio systems with multiple users. IEEE Trans. Commun. 35 (11), 1222–1230 (1987)CrossRef J. Winters, Optimum combining for indoor radio systems with multiple users. IEEE Trans. Commun. 35 (11), 1222–1230 (1987)CrossRef
45.
Zurück zum Zitat H. Yang, T.L. Marzetta, A macro cellular wireless network with uniformly high user throughputs, in Proceedings of the IEEE VTC-Fall, 2014 H. Yang, T.L. Marzetta, A macro cellular wireless network with uniformly high user throughputs, in Proceedings of the IEEE VTC-Fall, 2014
47.
Zurück zum Zitat P. Zetterberg, B. Ottersten, The spectrum efficiency of a base station antenna array system for spatially selective transmission. IEEE Trans. Veh. Technol. 44 (3), 651–660 (1995)CrossRef P. Zetterberg, B. Ottersten, The spectrum efficiency of a base station antenna array system for spatially selective transmission. IEEE Trans. Veh. Technol. 44 (3), 651–660 (1995)CrossRef
Metadaten
Titel
Massive MIMO Communications
verfasst von
Trinh Van Chien
Emil Björnson
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-34208-5_4

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