Abstract
The exponential increase in mobile data traffic is considered to be a critical driver towards the new era, or 5G, of mobile wireless networks. 5G will require a paradigm shift that includes very high carrier frequency spectra with massive bandwidths, extreme base station densities, and unprecedented numbers of antennas to support the enormous increase in the volume of traffic. This paper discusses several design choices, features, and technical challenges that illustrate potential research topics and challenges for the future generation of mobile networks. This article does not provide a final solution but highlights the most promising lines of research from the recent literature in common directions for the 5G project. The potential physical layer technologies that are considered for future wireless communications include spatial multiplexing using massive multi-user multiple-input multiple-output (MIMO) techniques with millimetre-waves (mm-waves) in small cell geometries. These technologies are discussed in detail along with the areas for future research.
Similar content being viewed by others
References
Wu, J., Zhang, Y., Zukerman, M., & Yung, E. (2015). Energy-efficient base stations sleep mode techniques in green cellular networks: A survey. IEEE Communications Surveys & Tutorials, 17(2), 803–826.
Cisco Systems, Inc. (2014). Cisco visual networking index: Global mobile data traffic forecast update, 2013–2018. Retrieved June 30, 2016 from http://www.cisco.com/c/en/us/solutions/collateral/service-provider/visual-networking-index-vni/white_paper_c11-520862.html
Osseiran, A., Boccardi, F., Braun, V., Kusume, K., Marsch, P., Maternia, M., et al. (2014). Scenarios for 5G mobile and wireless communications: The vision of the METIS project. IEEE Communications Magazine, 52(5), 26–35.
Wang, R., Hu, H., & Yang, X. (2014). Potentials and challenges of C-RAN supporting multi-RATs toward 5G mobile networks. IEEE Access, 2, 1187–1195.
GSMA Intelligence. (2016). Understanding 5G: Perspectives on future technological advancements in mobile, 2014. Retrieved June 30, 2016 from https://gsmaintelligence.com/research/?file=141208-5g.pdf
Onoe, S. (2016). Evolution of 5G mobile technology toward 2020 and beyond. In 2016 IEEE International Solid-State Circuits Conference (ISSCC) (pp. 23–28).
Agiwal, M., Roy, A., & Saxena, N. (2016). Next generation 5G wireless networks: A comprehensive survey. IEEE Communications Surveys & Tutorials, 99, 2016.
Rappaport, T. S., Sun, S., Mayzus, R., Zhao, H., Azar, Y., Wang, K., et al. (2013). Millimeter wave mobile communications for 5G cellular: It will work!. IEEE Access, 1, 335–349.
Abrol, A., & Jha, R. K. (2016). Power optimization in 5G networks: A step towards GrEEn communication. IEEE Access, 4, 1355–1374.
Gupta, A., & Jha, R. K. (2015). A survey of 5G network: Architecture and emerging technologies. IEEE Access, 3, 1206–1232.
Akyildiz, I. F., Gutierrez-Estevez, D. M., & Reyes, E. C. (2010). The evolution to 4G cellular systems: LTE-advanced. Physical Communication, 3(4), 217–244.
Hoydis, J., & Debbah, M. (2010). Green, cost-effective, flexible, small cell networks. IEEE Communications Society MMTC, 5, 23–26.
Hoydis, J., Kobayashi, M., & Debbah, M. (2011). A cost-and energy-efficient way of meeting the future traffic demands. IEEE Vehicular Technology Magazine, 26, 37–43.
Xu, S., Han, J., & Chen, T. (2012). Enhanced inter-cell interference coordination in heterogeneous networks for LTE-advanced. In \(75^{th}\) IEEE Vehicular Technology Conference (VTC Spring) (pp. 1–5).
Lindbom, L., Love, R., Krishnamurthy, S., Yao, C., Miki, N., & Chandrasekhar, V. (2011). Enhanced inter-cell interference coordination for heterogeneous networks in LTE-advanced: A survey. CoRR abs/1112.1344, 2011. arXiv:1112.1344
Lee, H., Vahid, S., & Moessner, K. (2014). A survey of radio resource management for spectrum aggregation in LTE-advanced. IEEE Communications Surveys & Tutorials, 16(2), 745–760.
Andrews, J. G., Buzzi, S., Choi, W., Hanly, S., Lozano, A., Soong, A. C., et al. (2014). What will 5G be? IEEE Selected Areas in Communications, 32(6), 1065–1082.
Pi, Z., & Khan, F. (2011). An introduction to millimeter-wave mobile broadband systems. IEEE Communications Magazine, 49(6), 101–107.
Bogale, T. E., & Le, L. B. (2016). Massive MIMO and mmWave for 5G wireless hetNet: Potential benefits and challenges. IEEE Vehicular Technology Magazine, 11(1), 64–75.
Edfors, O., Tufvesson, F., & Marzetta, T. (2014). Massive MIMO for next generation wireless systems. IEEE Communications Magazine, 52(2), 186–195.
Razavizadeh, S., Ahn, M., & Lee, I. (2014). Three-dimensional beamforming: A new enabling technology for 5G wireless networks. IEEE Signal Processing Magazine, 31(6), 94–101.
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.
Chou, S.-F., Chiu, T.-C., Yu, Y.-J., & Pang, A.-C. (2014). Mobile small cell deployment for next generation cellular networks. In 2014 IEEE Global Communications Conference (GLOBECOM) (pp. 4852–4857).
Ge, X., Tu, S., Mao, G., Wang, C.-X., & Han, T. (2016). 5G ultra-dense cellular networks. IEEE Wireless Communications, 23, 72–79.
Gotsis, A., Stefanatos, S., & Alexiou, A. (2016). UltraDense networks: The new wireless frontier for enabling 5G access. IEEE Vehicular Technology Magazine, 11, 71–78.
Roh, W. (2014). 5G mobile communications for 2020 and beyond-vision and key enabling technologies. Retrieved June 30, 2016 from http://eucnc.eu/files/keynotes/Roh.pdf
Agyapong, P. K., Iwamura, M., Staehle, D., Kiess, W., & Benjebbour, A. (2014). Design considerations for a 5G network architecture. IEEE Communications Magazine, 52(11), 65–75.
Medbo, J., Kyosti, P., Kusume, K., Raschkowski, L., Haneda, K., Jamsa, T., et al. (2016). Radio propagation modeling for 5G mobile and wireless communications. IEEE Communications Magazine, 54, 144–151.
Dehos, C., Domenico, A., & Dussopt, L. (2014). Millimeter-wave access and backhauling: the solution to the exponential data traffic increase in 5G mobile communications systems? IEEE Communications Magazine, 52(9), 88–95.
Weiler, R. J., Peter, M., Keusgen, W., Calvanese-Strinati, E., De Domenico, A., Filippini, I., Capone, A., Siaud, I., Ulmer-Moll, A.-M., & Maltsev, A. (2014). Enabling 5G backhaul and access with millimeter-waves. In European Conference on Networks and Communications(EuCNC)
Monserrat, J. F., Mange, G., Braun, V., Tullberg, H., Zimmermann, G., & Bulakci, Ö. (2015). METIS research advances towards the 5G mobile and wireless system definition. EURASIP Journal on Wireless Communications and Networking, 2015, 1–16.
Benn, H. (2016). Vision and key features for 5th generation (5G) cellular. Retrieved June 30, 2016 from http://cambridgewireless.co.uk/Presentation/RadioTech_30.01.14_HowardBenn.Samsung.pdf
Sun, S., Rappaport, T. S., Rangan, S., Thomas, T. A., Ghosh, A., Kovacs, I. Z., Rodriguez, I., Koymen, O., Partyka, A., & Jarvelainen, J. (2016). Propagation path loss models for 5G urban microand macro-cellular scenarios. In 83rd IEEE ehicular Technology Conference (VTC2016-S pring)
Inomata, M., Yamada, W., Sasaki, M., Mizoguchi, M., Kitao, K., & Imai, T. (2015). Path loss model for the 2 to 37 GHz band in street microcell environments. IEICE Communications Express, 4(5), 149–154.
Sulyman, A. I., Nassar, A., Samimi, M. K., Maccartney, G., Rappaport, T. S., & Alsanie, A. (2014). Radio propagation path loss models for 5G cellular networks in the 28 GHZ and 38 GHZ millimeter-wave bands. IEEE Communications Magazine, 52(9), 78–86.
Akdeniz, M. R., Liu, Y., Samimi, M. K., Sun, S., Rangan, S., Rappaport, T. S., et al. (2014). Millimeter wave channel modeling and cellular capacity evaluation. IEEE Journal on Selected Areas in Communications, 32(6), 1164–1179.
Johansson, K., Furuskar, A., Karlsson, P., & Zander, J. (2004). Relation between base station characteristics and cost structure in cellular systems. In \(15^{th}\) IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (pp. 2627–2631).
Roh, W., Seol, J.-Y., Park, J., Lee, B., Lee, J., Kim, Y., et al. (2014). Millimeter-wave beamforming as an enabling technology for 5G cellular communications: Theoretical feasibility and prototype results. IEEE Communications Magazine, 52(2), 106–113.
Foschini, G. J., & Gans, M. J. (1998). On limits of wireless communications in a fading environment when using multiple antennas. Wireless Personal Communications, 6(3), 311–335.
Lozano, A., & Tulino, A. M. (2002). Capacity of multiple-transmit multiple-receive antenna architectures. IEEE Transactions on Information Theory, 48(12), 3117–3128.
Panzner, B., Zirwas, W., Dierks, S., Lauridsen, M., Mogensen, P., Pajukoski, K., & Miao, D. (2014). Deployment and implementation strategies for massive MIMO in 5G. In 2014 Globecom Workshops (GC Wkshps) (pp. 346–351).
Marzetta, T. L. (2007). ”The case for MANY (greater than 16) antennas as the base station”, in Proc. San Diego, CA, USA: ITA.
Marzetta, T. L. (2010). Noncooperative cellular wireless with unlimited numbers of base station antennas. IEEE Transactions on Wireless Communications, 9(11), 3590–3600.
Chih-Lin, I., Rowell, C., Han, S., Xu, Z., Li, G., & Pan, Z. (2014). Toward green and soft: a 5G perspective. IEEE Communications Magazine, 52(2), 66–73.
Alsharif, M. H., Nordin, R., & Ismail, M. (2014). Classification, recent advances and research challenges in energy efficient cellular networks. Wireless Personal Communications, 77(2), 1249–1269.
Alsharif, M. H., Nordin, R., & Ismail, M. (2013). Survey of Green Radio Communications Networks: Techniques and Recent Advances. Journal of Computer Networks and Communications, 2013, doi:10.1155/2013/453893.
Haider, F., Gao, X., You, X.-H., Yang, Y., Yuan, D., Aggoune, H. M., et al. (2014). Cellular architecture and key technologies for 5G wireless communication networks. IEEE Communications Magazine, 52(2), 122–130.
Liu, W., Han, S., & Yang, C. (2014). Energy efficiency comparison of massive MIMO and small cell network. In 2014 IEEE Global Conference on in Signal and Information Processing (GlobalSIP) (pp. 617–621).
Gao, X., Edfors, O., Rusek, F., & Tufvesson, F. (2015). Massive MIMO performance evaluation based on measured propagation data. IEEE Transactions on Wireless Communications, doi:10.1109/TWC.2015.2414413.
Dahman, G., Rusek, F., Zhu, M., & Tufvesson, F. (2015). Massive MIMO performance evaluation based on measured propagation data. IEEE Wireless Communications, 14(7), 3899–3911.
Vieira, J., Malkowsky, S., Nieman, K., Miers, Z., Kundargi, N., Liu, L., Wong, I., Owall, V., Edfors, O., & Tufvesson, F. (2014). A flexible 100-antenna testbed for massive MIMO. In IEEE GLOBECOM 2014 Workshop on Massive MIMO: From theory to practice (pp. 12–08).
Truong, K. T., & Heath, R. W. (2013). Effects of channel aging in massive MIMO systems. IEEE/KICS Journal of Communications and Networks, 15, 338–351.
Jose, J., Ashikhmin, A., Marzetta, T. L., & Vishwanath, S. (2011). Pilot contamination and precoding in multi-cell TDD systems. IEEE Transactions on Wireless Communications, 10(8), 2640–2651.
Jose, J., Ashikhmin, A., Marzetta, T. L., & Vishwanath, S. (2009). Pilot contamination problem in multi-cell TDD systems. In IEEE International Symposium on Information Theory (ISIT) (pp. 2184–2188).
Elijah, O., Leow, C. Y., Rahman, T. A., Nunoo, S., & Iliya, S. Z. (2016). A comprehensive survey of pilot contamination in massive MIMO-5G system. IEEE Communications Surveys & Tutorials, 18, 905–923.
Jung, M., Kim, Y., Lee, J., & Choi, S. (2013). Optimal number of users in zero-forcing based multiuser MIMO systems with large number of antennas. IEEE Journal of Communications and Networks, 15(4), 362–369.
Zhang, H., Zheng, X., Xu, W., & You, X. (2014). On massive MIMO performance with semi-orthogonal pilot-assisted channel estimation. EURASIP Journal on Wireless Communications and Networking, 2014, 220.
Alnajjar, K. A., Smith, P. J., & Woodward, G. K. (2015). Co-located and distributed antenna systems: deployment options for massive multipleinput-multiple-output. IET Microwaves, Antennas & Propagation, 9(13), 1418–1424.
Liu, A., & Lau, V. K. N. (2012). Joint power and antenna selection optimization for energy-efficient large distributed MIMO networks. In Proceedings of the IEEE Conference on ICCS (pp. 230–234). Singapore.
Dai, H. (2006). Distributed versus co-located MIMO systems with correlated fading and shadowing. In Proceedings of the IEEE Conference on ICASSP (pp. 561–564). Toulouse.
Clark, M. V., Willis, T., Greenstein, L. J., & (2001). Distributed versus centralized antenna arrays in broadband wireless networks. In Proceedings of the IEEE Conference (pp. 33–37). Rhodes: VTC.
Mohammed, S. K., Zaki, A., Chockalingam, A., & Rajan, B. S. (2009). High-rate space-time coded large-MIMO systems: Low-complexity detection and channel estimation. IEEE Journal of Selected Topics in Signal Processing, 3, 958–974.
Mohammed, S. K., Chockalingam, A., & Rajan, S. B. (2008). Low-complexity detection and performance in multi-gigabit high spectral efficiency wireless systems. In Proceedings of the IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2008) (pp. 1–5).
Zirwas, W. (2015). Opportunistic CoMP for 5G massive MIMO multilayer networks. In Proceedings of 19th International ITG Workshop on Smart Antennas (WSA 2015) (pp. 1–7).
Guo, W., Wang, S., Chu, X., Zhang, J., Chen, J., & Song, H. (2013). Automated small-cell deployment for heterogeneous cellular networks. IEEE Communications Magazine, 51(5), 46–53.
Cheng, H. T., Callard, A., Senarath, G., Zhang, H., & Zhu, P. (2012). Step-wise optimal low power node deployment in LTE heterogeneous networks. In 2012 IEEE Vehicular Technology Conference (VTC Fall) (pp. 1–4).
Shimodaira, H., Tran, G. K., Sakaguchi, K., Araki, K., Kaneko, S., Miyazaki, N., et al. (2013). Optimization of picocell locations and its parameters in heterogeneous networks with hotspots. IEICE Transactions on Communications, 96(6), 1338–1347.
Chen, C. S., Nguyen, V. M., & Thomas, L. (2012). On small cell network deployment: A comparative study of random and grid topologies. In 2012 IEEE Vehicular Technology Conference (VTC Fall) (pp. 1–5).
Pak, Y., Min, K., & Choi, S. (2014). Performance evaluation of various small-cell deployment scenarios in small-cell networks. In 18th IEEE International Symposium on Consumer Electronics (ISCE 2014) (pp. 1–2).
Coletti, C., Mogensen, P., & Irmer, R. (2011). Deployment of LTE in-band relay and micro base stations in a realistic metropolitan scenario. In 2011 IEEE Vehicular Technology Conference (VTC Fall) (pp. 1–5).
Coletti, C., Hu, L., Huan, N., Kovács, I. Z., Vejlgaard, B., Irmer, R., & Scully, N. (2012). Heterogeneous deployment to meet traffic demand in a realistic LTE urban scenario. In 2012 IEEE Vehicular Technology Conference (VTC Fall) (pp. 1–5).
Hu, L., Kovács, I. Z., Mogensen, P., Klein, O., & Stormer, W. (2011). Optimal new site deployment algorithm for heterogeneous cellular networks. In 2011 IEEE Vehicular Technology Conference (VTC Fall) (pp. 1–5).
Ngo, D. T., & Le-Ngoc, T. (2014). Architectures of small-cell networks and interference management. http://www.springer.com/gp/book/9783319048215, Berlin: Springer.
Wang, H., Pan, Z., & Chih, L. I. (2014). Perspectives on high frequency small cell with ultra dense deployment. In IEEE International Conference on Communications in China (ICCC) (pp. 502–506).
Monteiro, P. P., & Gameiro, A. (2014). Hybrid fibre infrastructures for cloud radio access networks. In Proceedings of the 2014 16th International Conference on Transparent Optical Networks (ICTON)
Cai, Y., Yu, F. R., & Bu, S. (2016). Dynamic operations of cloud radio access networks (C-RAN) for mobile cloud computing systems. IEEE Transactions on Vehicular Technology, 65(3), 1536–1548.
Wang, N., Hossain, E., & Bhargava, V. K. (2015). Backhauling 5G small cells: A radio resource management perspective. IEEE Wireless Communications, 22(5), 41–49.
Akyildiz, I. F., Wang, P., & Lin, S. (2015). SoftAir: A software defined networking architecture for 5G wireless systems. Computer Networks, 85, 1–18.
Kreutz, D., Ramos, F. M. V., Verissimo, P., Rothenberg, C. E., Azodolmolky, S., & Uhlig, S. (2015). Software-defined networking: A comprehensive survey. IEEE of the Proceedings, 103(1), 14–76.
Xu, J., Wang, J., Zhu, Y., Yang, Y., Zheng, X., Wang, S., et al. (2014). Cooperative distributed optimization for the hyper-dense small cell deployment. IEEE Communications Magazine, 52(5), 61–67.
Quek, T. Q., de la Roche, G., & Güvenç, I. (2013). Small cell networks: Deployment, PHY techniques, and resource management. Cambridge: Cambridge University Press.
SpiderCloud Wireless Inc. (2016). Enterprise small cell architectures. Report September 2012, Retrieved from June 30, 2016 from http://www.spidercloud.com/assets/pdfs/WP_EnterpriseSmallCellArch_092512.pdf
Chin, W. H., Fan, Z., & Haines, R. (2014). Emerging technologies and research challenges for 5G wireless networks. IEEE Wireless Communications, 21(2), 106–112.
Tavares, F. M., Berardinelli, G., Mahmood, N. H., Sorensen, T. B., & Mogensen, P. (2014). Inter-cell interference management using maximum rank planning in 5G small cell networks. In \(11^{th }\) International Symposium on Wireless Communications Systems (ISWCS) (pp. 628–632).
Ruckus Simply better wireless. (2016). Dealing with density: The move to small-cell architectures. White Paper, 2015. Retrieved June 30, 2016 from http://c541678.r78.cf2.rackcdn.com/wp/wp-dealing-with-density.pdf
Fehske, A. J., Viering, I., Voigt, J., Sartori, C., Redana, S., & Fettweis, G. (2014). Small-cell self-organizing wireless networks. Proceedings of the IEEE, 102, 334–350.
Vilar, R., Bosshard, O., Magne, F., Lefevre, A., & Marti, J. (2013). Wireless backhaul architecture for small cells deployment exploiting Q-band frequencies. In 2013 Future Network and Mobile Summit (FutureNetworkSummit) (pp. 1–11).
Ceragon Solution Brief. (2016). Wireless backhaul solutions for small cells high capacity comes. in small packages. White Paper, 2015. Retrieved June 30, 2016 https://www.ceragon.com/images/Reasource_Center/Solution_Briefs/Ceragon_Solution_Brief_Wireless_Backhaul_Solutions_for_Small_Cells.pdf
Jafari, A. H., López-Pérez, D., Song, H., Claussen, H., Ho, L., & Zhang, J. (2015). Small cell backhaul: Challenges and prospective solutions. EURASIP Journal on Wireless Communications and Networking, 2015, 1–18.
Ishii, H., Kishiyama, Y., & Takahashi, H. (2012). A novel architecture for LTE-B: C-plane/U-plane split and phantom cell concept. In 2012 IEEE Globecom Workshops (GC Wkshps) (pp. 624–630).
Li, Q. C., Niu, H., Wu, G., & Hu, R. Q. (2013). Anchor-booster based heterogeneous networks with mmWave capable booster cells. In 2013 IEEE Globecom Workshops (GC Wkshps) (pp. 93–98).
Musumeci, F., Bellanzon, C., Carapellese, N., Tornatore, M., Pattavina, A., & Gosselin, S. (2016). Optimal BBU placement for 5G C-RAN deployment over WDM aggregation networks. Journal of Lightwave Technology, 34, 1963–1970.
Hoydis, J., Kobayashi, M., & Debbah, M. (2011). Green small-cell networks. IEEE Vehicular Technology Magazine, 6, 37–43.
Ashraf, I., Boccardi, F., & Ho, L. (2011). Sleep mode techniques for small cell deployments. IEEE Communications Magazine, 49(8), 72–79.
Acknowledgments
This work was supported by the faculty research fund of Sejong University in 2016. We thank the reviewers for the fruitful suggestions, which helped us to improve the quality of this work.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no competing interests.
Rights and permissions
About this article
Cite this article
Alsharif, M.H., Nordin, R. Evolution towards fifth generation (5G) wireless networks: Current trends and challenges in the deployment of millimetre wave, massive MIMO, and small cells. Telecommun Syst 64, 617–637 (2017). https://doi.org/10.1007/s11235-016-0195-x
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11235-016-0195-x