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Erschienen in: Wireless Personal Communications 1/2017

22.06.2017

Cell Free Massive MIMO with Constrained Coverage

verfasst von: Mahdi N. Boroujerdi, Aliazam Abbasfar, Mohammad Ghanbari

Erschienen in: Wireless Personal Communications | Ausgabe 1/2017

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Abstract

As new generations of mobile radio come into service, bandwidth is becoming more and more scarce and systems with very high spectral efficiency become vital. Having a high spectral efficiency, Massive MIMO has shown to be a promising candidate for 5G. Distributing antennas in such systems make them even more spectrally efficient. Cell free Massive MIMO distributes antennas to cover all users in an area without the need to divide the area into cells. Realization of such systems in practice requires some big challenges to be resolved first. One of them is the antenna assignment to the users, which is studied in this paper. In this paper, mathematical relations for the joint optimization problem of antenna assignment and power-weight allocation are derived. In order to make the problem solvable, it is separated into two sub-problems: antenna assignment and power-weight allocation. Results show that the proposed sub-optimum algorithms for antenna assignment and the power-weight allocation can in fact be very effective.

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Literatur
1.
Zurück zum Zitat Goldsmith, A., Jafar, S. A., Jindal, N., & Vishwanath, S. (2003). Capacity limits of MIMO channels. IEEE Journal on Selected Areas in Communications, 21(5), 684–702.CrossRefMATH Goldsmith, A., Jafar, S. A., Jindal, N., & Vishwanath, S. (2003). Capacity limits of MIMO channels. IEEE Journal on Selected Areas in Communications, 21(5), 684–702.CrossRefMATH
2.
Zurück zum Zitat Spencer, Q. H., Peel, C. B., Swindlehurst, A. L., & Haardt, M. (2004). An introduction to the multi-user MIMO downlink. IEEE Communications Magazine, 42(10), 60–67.CrossRef Spencer, Q. H., Peel, C. B., Swindlehurst, A. L., & Haardt, M. (2004). An introduction to the multi-user MIMO downlink. IEEE Communications Magazine, 42(10), 60–67.CrossRef
3.
Zurück zum Zitat Ghosh, A., et al. (2012). Heterogeneous cellular networks: From theory to practice. IEEE Communications Magazine, 50(6), 54–64.CrossRef Ghosh, A., et al. (2012). Heterogeneous cellular networks: From theory to practice. IEEE Communications Magazine, 50(6), 54–64.CrossRef
4.
Zurück zum Zitat Saraydar, C. U., & Yener, A. (2001). Adaptive cell sectorization for CDMA systems. IEEE Journal on Selected Areas in Communications, 19(6), 1041–1051.CrossRef Saraydar, C. U., & Yener, A. (2001). Adaptive cell sectorization for CDMA systems. IEEE Journal on Selected Areas in Communications, 19(6), 1041–1051.CrossRef
5.
Zurück zum Zitat Chan, G. K. (1992). Effects of sectorization on the spectrum efficiency of cellular radio systems. IEEE Transactions on Vehicular Technology, 41(3), 217–225.CrossRefMathSciNet Chan, G. K. (1992). Effects of sectorization on the spectrum efficiency of cellular radio systems. IEEE Transactions on Vehicular Technology, 41(3), 217–225.CrossRefMathSciNet
6.
Zurück zum Zitat Van Veen, B. D., & Buckley, K. M. (1998). Beamforming: A versatile approach to spatial filtering. IEEE ASSP Magazine, 5(2), 4–24.CrossRef Van Veen, B. D., & Buckley, K. M. (1998). Beamforming: A versatile approach to spatial filtering. IEEE ASSP Magazine, 5(2), 4–24.CrossRef
7.
Zurück zum Zitat Wang, H., Li, L., Wang, J., Song, L., Ma, Y., & Zhou, Z. (2011). A transmit precoding scheme for downlink multiuser MIMO systems. In Vehicular technology conference (VTC Fall), San Francisco, CA (pp. 1–5). Wang, H., Li, L., Wang, J., Song, L., Ma, Y., & Zhou, Z. (2011). A transmit precoding scheme for downlink multiuser MIMO systems. In Vehicular technology conference (VTC Fall), San Francisco, CA (pp. 1–5).
8.
Zurück zum Zitat Lu, L., Li, G. Y., Swindlehurst, A. L., Ashikhmin, A., & Zhang, R. (2014). An overview of massive MIMO: Benefits and challenges. IEEE Journal of Selected Topics in Signal Processing, 8(5), 742–758.CrossRef Lu, L., Li, G. Y., Swindlehurst, A. L., Ashikhmin, A., & Zhang, R. (2014). An overview of massive MIMO: Benefits and challenges. IEEE Journal of Selected Topics in Signal Processing, 8(5), 742–758.CrossRef
9.
Zurück zum Zitat Marzetta, T. L. (2010). Noncooperative cellular wireless with unlimited numbers of base station antennas. IEEE Transactions on Wireless Communications, 9(11), 3590–3600.CrossRef Marzetta, T. L. (2010). Noncooperative cellular wireless with unlimited numbers of base station antennas. IEEE Transactions on Wireless Communications, 9(11), 3590–3600.CrossRef
10.
Zurück zum Zitat Rusek, F., et al. (2013). Scaling up MIMO: Opportunities and challenges with very large arrays. IEEE Signal Processing Magazine, 30(1), 40–60.CrossRef Rusek, F., et al. (2013). Scaling up MIMO: Opportunities and challenges with very large arrays. IEEE Signal Processing Magazine, 30(1), 40–60.CrossRef
11.
Zurück zum Zitat Larsson, E. G., Edfors, O., Tufvesson, F., & Marzetta, T. L. (2014). Massive MIMO for next generation wireless systems. IEEE Communications Magazine, 52(2), 186–195.CrossRef Larsson, E. G., Edfors, O., Tufvesson, F., & Marzetta, T. L. (2014). Massive MIMO for next generation wireless systems. IEEE Communications Magazine, 52(2), 186–195.CrossRef
12.
Zurück zum Zitat Jungnickel, V., et al. (2014). The role of small cells, coordinated multipoint, and massive MIMO in 5G. IEEE Communications Magazine, 52(5), 44–51.CrossRef Jungnickel, V., et al. (2014). The role of small cells, coordinated multipoint, and massive MIMO in 5G. IEEE Communications Magazine, 52(5), 44–51.CrossRef
13.
Zurück zum Zitat Swindlehurst, A. L., Ayanoglu, E., Heydari, P., & Capolino, F. (2014). Millimeter-wave massive MIMO: The next wireless revolution? IEEE Communications Magazine, 52(9), 56–62.CrossRef Swindlehurst, A. L., Ayanoglu, E., Heydari, P., & Capolino, F. (2014). Millimeter-wave massive MIMO: The next wireless revolution? IEEE Communications Magazine, 52(9), 56–62.CrossRef
14.
Zurück zum Zitat Wang, C. X., et al. (2014). Cellular architecture and key technologies for 5G wireless communication networks. IEEE Communications Magazine, 52(2), 122–130.CrossRef Wang, C. X., et al. (2014). Cellular architecture and key technologies for 5G wireless communication networks. IEEE Communications Magazine, 52(2), 122–130.CrossRef
15.
Zurück zum Zitat Boccardi, F., Heath, R. W., Lozano, A., Marzetta, T. L., & Popovski, P. (2014). Five disruptive technology directions for 5G. IEEE Communications Magazine, 52(2), 74–80.CrossRef Boccardi, F., Heath, R. W., Lozano, A., Marzetta, T. L., & Popovski, P. (2014). Five disruptive technology directions for 5G. IEEE Communications Magazine, 52(2), 74–80.CrossRef
16.
Zurück zum Zitat Qiao, D., Wu, Y., & Chen, Y. (2014). Massive MIMO architecture for 5G networks: Co-located, or distributed? In 2014 11th International Symposium on Wireless Communications Systems (ISWCS), Barcelona (pp. 192–197). Qiao, D., Wu, Y., & Chen, Y. (2014). Massive MIMO architecture for 5G networks: Co-located, or distributed? In 2014 11th International Symposium on Wireless Communications Systems (ISWCS), Barcelona (pp. 192–197).
17.
Zurück zum Zitat Truong, K. T., & Heath, R. W. (2013). The viability of distributed antennas for massive MIMO systems. In 2013 Asilomar conference on signals, systems and computers, Pacific Grove, CA (pp. 1318–1323). Truong, K. T., & Heath, R. W. (2013). The viability of distributed antennas for massive MIMO systems. In 2013 Asilomar conference on signals, systems and computers, Pacific Grove, CA (pp. 1318–1323).
18.
Zurück zum Zitat Kamga, G. N., Xia, M., & Assa, S. (2016). Spectral-efficiency analysis of massive MIMO systems in centralized and distributed schemes. IEEE Transactions on Communications, 64(5), 1930–1941.CrossRef Kamga, G. N., Xia, M., & Assa, S. (2016). Spectral-efficiency analysis of massive MIMO systems in centralized and distributed schemes. IEEE Transactions on Communications, 64(5), 1930–1941.CrossRef
19.
Zurück zum Zitat Madhow, U., Brown, D. R., Dasgupta, S., & Mudumbai, R. (2014). Distributed massive MIMO: Algorithms, architectures and concept systems. In Information theory and applications workshop (ITA), San Diego, CA (pp. 1–7). Madhow, U., Brown, D. R., Dasgupta, S., & Mudumbai, R. (2014). Distributed massive MIMO: Algorithms, architectures and concept systems. In Information theory and applications workshop (ITA), San Diego, CA (pp. 1–7).
20.
Zurück zum Zitat Saleh, A. A. M., et al. (1987). Distributed antennas for indoor radio communications. IEEE Transactions on Communications, 35(12), 1245–1251.CrossRef Saleh, A. A. M., et al. (1987). Distributed antennas for indoor radio communications. IEEE Transactions on Communications, 35(12), 1245–1251.CrossRef
21.
Zurück zum Zitat Choi, W., & Andrews, J. G. (2007). Downlink performance and capacity of distributed antenna systems in a multicell environment. IEEE Transactions on Wireless Communications, 6(1), 69–73.CrossRef Choi, W., & Andrews, J. G. (2007). Downlink performance and capacity of distributed antenna systems in a multicell environment. IEEE Transactions on Wireless Communications, 6(1), 69–73.CrossRef
22.
Zurück zum Zitat Zhuang, Hairuo, Dai, Lin, Xiao, Liang, & Yao, Yan. (2003). Spectral efficiency of distributed antenna system with random antenna layout. Electronics Letters, 39(6), 495–496.CrossRef Zhuang, Hairuo, Dai, Lin, Xiao, Liang, & Yao, Yan. (2003). Spectral efficiency of distributed antenna system with random antenna layout. Electronics Letters, 39(6), 495–496.CrossRef
23.
Zurück zum Zitat Zhang, J., & Andrews, J. G. (2008). Distributed antenna systems with randomness. IEEE Transactions on Wireless Communications, 7(9), 3636–3646.CrossRef Zhang, J., & Andrews, J. G. (2008). Distributed antenna systems with randomness. IEEE Transactions on Wireless Communications, 7(9), 3636–3646.CrossRef
24.
Zurück zum Zitat Lee, S. R., Moon, S. H., Kim, J. S., & Lee, I. (2012). Capacity analysis of distributed antenna systems in a composite fading channel. IEEE Transactions on Wireless Communications, 11(3), 1076–1086.CrossRef Lee, S. R., Moon, S. H., Kim, J. S., & Lee, I. (2012). Capacity analysis of distributed antenna systems in a composite fading channel. IEEE Transactions on Wireless Communications, 11(3), 1076–1086.CrossRef
25.
Zurück zum Zitat Wang, D., Wang, J., You, X., Wang, Y., Chen, M., & Hou, X. (2013). Spectral efficiency of distributed MIMO systems. IEEE Journal on Selected Areas in Communications, 31(10), 2112–2127.CrossRef Wang, D., Wang, J., You, X., Wang, Y., Chen, M., & Hou, X. (2013). Spectral efficiency of distributed MIMO systems. IEEE Journal on Selected Areas in Communications, 31(10), 2112–2127.CrossRef
26.
Zurück zum Zitat Heath, R., Peters, S., Wang, Y., & Zhang, J. (2013). A current perspective on distributed antenna systems for the downlink of cellular systems. IEEE Communications Magazine, 51(4), 161–167.CrossRef Heath, R., Peters, S., Wang, Y., & Zhang, J. (2013). A current perspective on distributed antenna systems for the downlink of cellular systems. IEEE Communications Magazine, 51(4), 161–167.CrossRef
27.
Zurück zum Zitat Heath, R. W, Jr., Wu, T., Kwon, Y. H., & Soong, A. C. K. (2011). Multiuser MIMO in distributed antenna systems with out-of-cell interference. IEEE Transactions on Signal Processing, 59(10), 4885–4899.CrossRefMathSciNet Heath, R. W, Jr., Wu, T., Kwon, Y. H., & Soong, A. C. K. (2011). Multiuser MIMO in distributed antenna systems with out-of-cell interference. IEEE Transactions on Signal Processing, 59(10), 4885–4899.CrossRefMathSciNet
28.
Zurück zum Zitat Marsch, P., & Fettweis, G. (2007). A framework for optimizing the downlink performance of distributed antenna systems under a constrained backhaul. Proceedings of European wireless conference, Glasgow (pp. 975–979). Marsch, P., & Fettweis, G. (2007). A framework for optimizing the downlink performance of distributed antenna systems under a constrained backhaul. Proceedings of European wireless conference, Glasgow (pp. 975–979).
29.
Zurück zum Zitat Elijah, O., Leow, C. Y., Rahman, T. A., Nunoo, S., & Iliya, S. Z. (2016). A comprehensive survey of pilot contamination in massive MIMO5G system. IEEE Communications Surveys and Tutorials, 18(2), 905–923.CrossRef Elijah, O., Leow, C. Y., Rahman, T. A., Nunoo, S., & Iliya, S. Z. (2016). A comprehensive survey of pilot contamination in massive MIMO5G system. IEEE Communications Surveys and Tutorials, 18(2), 905–923.CrossRef
30.
Zurück zum Zitat Zhou, T., Peng, M., Wang, W., & Chen, H. H. (2013). Low-complexity coordinated beamforming for downlink multicell SDMA/OFDM systems. IEEE Transactions on Vehicular Technology, 62(1), 247–255.CrossRef Zhou, T., Peng, M., Wang, W., & Chen, H. H. (2013). Low-complexity coordinated beamforming for downlink multicell SDMA/OFDM systems. IEEE Transactions on Vehicular Technology, 62(1), 247–255.CrossRef
31.
Zurück zum Zitat Huh, H., Tulino, A. M., & Caire, G. (2012). Network MIMO with linear zero-forcing beamforming: Large system analysis, impact of channel estimation, and reduced-complexity scheduling. IEEE Transactions on Information Theory, 58(5), 2911–2934.CrossRefMATHMathSciNet Huh, H., Tulino, A. M., & Caire, G. (2012). Network MIMO with linear zero-forcing beamforming: Large system analysis, impact of channel estimation, and reduced-complexity scheduling. IEEE Transactions on Information Theory, 58(5), 2911–2934.CrossRefMATHMathSciNet
32.
Zurück zum Zitat Ngo, H. Q., Ashikhmin, A., Yang, H., Larsson, E. G., & Marzetta, T. L. (2015). Cell-Free massive MIMO: Uniformly great service for everyone. 2015 IEEE 16th international workshop on signal processing advances in wireless communications (SPAWC), Stockholm (pp. 201–205). Ngo, H. Q., Ashikhmin, A., Yang, H., Larsson, E. G., & Marzetta, T. L. (2015). Cell-Free massive MIMO: Uniformly great service for everyone. 2015 IEEE 16th international workshop on signal processing advances in wireless communications (SPAWC), Stockholm (pp. 201–205).
33.
Zurück zum Zitat Nayebi, E., Ashikhmin, A., Marzetta, T. L., & Yang, H. (2015). Cell-Free massive MIMO systems. 2015 49th Asilomar conference on signals, systems and computers, Pacific Grove, CA (pp. 695–699). Nayebi, E., Ashikhmin, A., Marzetta, T. L., & Yang, H. (2015). Cell-Free massive MIMO systems. 2015 49th Asilomar conference on signals, systems and computers, Pacific Grove, CA (pp. 695–699).
34.
Zurück zum Zitat Rogalin, R., et al. (2014). Scalable synchronization and reciprocity calibration for distributed multiuser MIMO. IEEE Transactions on Wireless Communications, 13(4), 1815–1831.CrossRef Rogalin, R., et al. (2014). Scalable synchronization and reciprocity calibration for distributed multiuser MIMO. IEEE Transactions on Wireless Communications, 13(4), 1815–1831.CrossRef
35.
Zurück zum Zitat Jungnickel, V., Wirth, T., Schellmann, M., Haustein, T., & Zirwas, W. (2008). Synchronization of cooperative base stations. IEEE international symposium on wireless communication systems, Reykjavik (pp. 329–334). Jungnickel, V., Wirth, T., Schellmann, M., Haustein, T., & Zirwas, W. (2008). Synchronization of cooperative base stations. IEEE international symposium on wireless communication systems, Reykjavik (pp. 329–334).
36.
Zurück zum Zitat Boyd, S., & Vandenberghe, L. (2004). Convex optimization. New York: Cambridge University Press.CrossRefMATH Boyd, S., & Vandenberghe, L. (2004). Convex optimization. New York: Cambridge University Press.CrossRefMATH
37.
Zurück zum Zitat Horn, R. A., & Johnson, C. R. (1991). The Hadamard product. In Topics in matrix analysis (pp. 304–306). New York: Cambridge University Press.CrossRef Horn, R. A., & Johnson, C. R. (1991). The Hadamard product. In Topics in matrix analysis (pp. 304–306). New York: Cambridge University Press.CrossRef
Metadaten
Titel
Cell Free Massive MIMO with Constrained Coverage
verfasst von
Mahdi N. Boroujerdi
Aliazam Abbasfar
Mohammad Ghanbari
Publikationsdatum
22.06.2017
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2017
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-017-4507-6

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