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2017 | OriginalPaper | Buchkapitel

An Overview of Cloud RAN: Architecture, Issues and Future Directions

verfasst von : Meruyert Makhanbet, Xuewei Zhang, Hui Gao, Himal A. Suraweera

Erschienen in: Emerging Trends in Electrical, Electronic and Communications Engineering

Verlag: Springer International Publishing

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Abstract

Cloud radio access network (C-RAN) has been considered as one of the enabling network architectures towards the implementation of fifth generation (5G) wireless systems. Combining with advanced radio, wireless and computing techniques, C-RAN provides great potential to improve the network capacity, spectrum efficiency, energy efficiency and operational flexibility. Therefore, C-RAN has attracted considerable attention from both academia and industry. In this paper, we review the architecture and some of the key physical (PHY) layer signal processing issues of C-RAN. The functional split and limited-capacity fronthaul impose PHY layer issues and signal processing opportunities, e.g., channel state information acquisition, effective compress-and-forward methods and intelligent resource allocation schemes. Moreover, some emerging 5G techniques which can be supported by or integrated with C-RAN architecture, such as software-defined networking, heterogeneous networking, communication at millimeter wave frequencies and full-duplex radio are discussed. The challenges and future research directions are also presented, where mobile edge computing and caching, multi-dimensional resource management and PHY layer security and energy-efficient designs are highlighted.

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Literatur
1.
Zurück zum Zitat Niu, H., Li, C., Papathanassiou, A., Wu, G.: RAN architecture options and performance for 5G network evolution. In: IEEE Wireless Communications and Networking Conference Workshops, pp. 294–298. IEEE Press, New York (2014) Niu, H., Li, C., Papathanassiou, A., Wu, G.: RAN architecture options and performance for 5G network evolution. In: IEEE Wireless Communications and Networking Conference Workshops, pp. 294–298. IEEE Press, New York (2014)
2.
Zurück zum Zitat Pawar, S., Niu, H., Papathanassiou, A.: Front-haul compression using scheduling side information for cloud radio access networks. In: IEEE Global Communications Conference, pp. 1–6. IEEE Press, New York (2015) Pawar, S., Niu, H., Papathanassiou, A.: Front-haul compression using scheduling side information for cloud radio access networks. In: IEEE Global Communications Conference, pp. 1–6. IEEE Press, New York (2015)
3.
Zurück zum Zitat Wang, K., Yang, K., Wang, X., Magurawalage, C.S.: Cost-effective resource allocation in C-RAN with mobile cloud. In: IEEE International Conference on Communication, pp. 1–6. IEEE Press, New York (2016) Wang, K., Yang, K., Wang, X., Magurawalage, C.S.: Cost-effective resource allocation in C-RAN with mobile cloud. In: IEEE International Conference on Communication, pp. 1–6. IEEE Press, New York (2016)
4.
Zurück zum Zitat Peng, M., Wang, C., Lau, V., Poor, H.V.: Fronthaul-constrained cloud radio access networks: insights and challenges. IEEE Wirel. Commun. 22, 152–160 (2015)CrossRef Peng, M., Wang, C., Lau, V., Poor, H.V.: Fronthaul-constrained cloud radio access networks: insights and challenges. IEEE Wirel. Commun. 22, 152–160 (2015)CrossRef
5.
Zurück zum Zitat Al-Dulaimi, A., Anpalagan, A., Bennis, M., Vasilakos, A.V.: 5G green communications: C-RAN provisioning of CoMP and Femtocells for power management. In: IEEE Ubiquitous Wireless Broadband, pp. 1–5. IEEE Press, New York (2015) Al-Dulaimi, A., Anpalagan, A., Bennis, M., Vasilakos, A.V.: 5G green communications: C-RAN provisioning of CoMP and Femtocells for power management. In: IEEE Ubiquitous Wireless Broadband, pp. 1–5. IEEE Press, New York (2015)
6.
Zurück zum Zitat Song, G.H., Brady, J., Sayeed, A.M.: Beamspace MIMO transceivers for low-complexity and near-optimal communication at mmWave frequencies. In: IEEE Acoustics, Speech and Signal Processing, pp. 4394–4398. IEEE Press, New York (2013) Song, G.H., Brady, J., Sayeed, A.M.: Beamspace MIMO transceivers for low-complexity and near-optimal communication at mmWave frequencies. In: IEEE Acoustics, Speech and Signal Processing, pp. 4394–4398. IEEE Press, New York (2013)
7.
Zurück zum Zitat Zuo, J., Zhang, J., Yuen, C., Jiang, W., Luo, W.: Energy efficient user association for cloud radio access networks. IEEE Access 4, 2429–2438 (2016)CrossRef Zuo, J., Zhang, J., Yuen, C., Jiang, W., Luo, W.: Energy efficient user association for cloud radio access networks. IEEE Access 4, 2429–2438 (2016)CrossRef
8.
Zurück zum Zitat Patil, P., Yu, W.: Hybrid compression and message-sharing strategy for the downlink cloud radio-access network. In: IEEE Information Theory and Applications Workshop, pp. 1–6. IEEE Press, New York (2014) Patil, P., Yu, W.: Hybrid compression and message-sharing strategy for the downlink cloud radio-access network. In: IEEE Information Theory and Applications Workshop, pp. 1–6. IEEE Press, New York (2014)
9.
Zurück zum Zitat Chen, L., Jin, H., Li, H., Seo, J.B., Guo, Q., Leung, V.: An energy efficient implementation of C-RAN in HetNet. In: IEEE Vehicular Technology Conference, pp. 1–5. IEEE Press, New York (2014) Chen, L., Jin, H., Li, H., Seo, J.B., Guo, Q., Leung, V.: An energy efficient implementation of C-RAN in HetNet. In: IEEE Vehicular Technology Conference, pp. 1–5. IEEE Press, New York (2014)
10.
Zurück zum Zitat Tang, S., Li, X., Huang, X., Xiang, Y., Xu, L.: Achieving simple, secure and efficient hierarchical access control in cloud computing. IEEE Trans. Comput. 65, 2325–2331 (2015)MathSciNetCrossRef Tang, S., Li, X., Huang, X., Xiang, Y., Xu, L.: Achieving simple, secure and efficient hierarchical access control in cloud computing. IEEE Trans. Comput. 65, 2325–2331 (2015)MathSciNetCrossRef
11.
Zurück zum Zitat Hu, F., Hao, Q., Bao, K.: A survey on software-defined network and OpenFlow: from concept to implementation. IEEE Commun. Surv. Tutorials 16, 2181–2206 (2014)CrossRef Hu, F., Hao, Q., Bao, K.: A survey on software-defined network and OpenFlow: from concept to implementation. IEEE Commun. Surv. Tutorials 16, 2181–2206 (2014)CrossRef
12.
Zurück zum Zitat John, W., Kern, A., Kind, M., Skoldstrom, P., Staessens, D., Woesner, H.: Split architecture: SDN for the carrier domain. IEEE Commun. Mag. 52, 146–152 (2014)CrossRef John, W., Kern, A., Kind, M., Skoldstrom, P., Staessens, D., Woesner, H.: Split architecture: SDN for the carrier domain. IEEE Commun. Mag. 52, 146–152 (2014)CrossRef
13.
Zurück zum Zitat Kreutz, H., Ramos, F., Verissimo, P., Rothenberg, C., Azodolmolky, S., Uhlig, S.: Software-defined networking: a comprehensive survey. Proc. IEEE 103, 14–76 (2014)CrossRef Kreutz, H., Ramos, F., Verissimo, P., Rothenberg, C., Azodolmolky, S., Uhlig, S.: Software-defined networking: a comprehensive survey. Proc. IEEE 103, 14–76 (2014)CrossRef
14.
Zurück zum Zitat Liang, C., Yu, F.R.: Wireless network virtualization: a survey, some research issues and challenges. IEEE Commun. Surv. Tutorials 17, 358–380 (2014)CrossRef Liang, C., Yu, F.R.: Wireless network virtualization: a survey, some research issues and challenges. IEEE Commun. Surv. Tutorials 17, 358–380 (2014)CrossRef
15.
Zurück zum Zitat Agyapong, P., Iwamura, M., Staehle, D., Kiess, W., Benjebbour, A.: Design considerations for a 5G network architecture. IEEE Commun. Mag. 52, 65–75 (2014)CrossRef Agyapong, P., Iwamura, M., Staehle, D., Kiess, W., Benjebbour, A.: Design considerations for a 5G network architecture. IEEE Commun. Mag. 52, 65–75 (2014)CrossRef
16.
Zurück zum Zitat Zhou, L., Ratnarajah, T., Xue, J., Khan, F.: Energy efficient cloud radio access network with a single RF antenna. In: IEEE International Conference on Communications, pp. 1–6. IEEE Press, New York (2016) Zhou, L., Ratnarajah, T., Xue, J., Khan, F.: Energy efficient cloud radio access network with a single RF antenna. In: IEEE International Conference on Communications, pp. 1–6. IEEE Press, New York (2016)
17.
Zurück zum Zitat Wang, R., Hu, H., Yang, X.: Potentials and challenges of C-RAN supporting multi-RATs toward 5G mobile networks. IEEE Access 2, 1187–1195 (2014)CrossRef Wang, R., Hu, H., Yang, X.: Potentials and challenges of C-RAN supporting multi-RATs toward 5G mobile networks. IEEE Access 2, 1187–1195 (2014)CrossRef
18.
Zurück zum Zitat Park, S.H., Simeone, O., Sahin, O., Shamai, S.: Joint decompression and decoding for cloud radio access networks. IEEE Sig. Process. Lett. 20, 503–506 (2013)CrossRef Park, S.H., Simeone, O., Sahin, O., Shamai, S.: Joint decompression and decoding for cloud radio access networks. IEEE Sig. Process. Lett. 20, 503–506 (2013)CrossRef
19.
Zurück zum Zitat Kenji, M., Shigeru, K., Jun, T., Akihiro, O.: Split-PHY processing architecture to realize base station coordination and transmission bandwidth reduction in mobile fronthaul. In: IEEE Optical Fiber Communications Conference and Exhibition, pp. 1–3. IEEE Press, New York (2015) Kenji, M., Shigeru, K., Jun, T., Akihiro, O.: Split-PHY processing architecture to realize base station coordination and transmission bandwidth reduction in mobile fronthaul. In: IEEE Optical Fiber Communications Conference and Exhibition, pp. 1–3. IEEE Press, New York (2015)
20.
Zurück zum Zitat Kang, J., Simeone, O., Kang, J., Shamai, S.: Fronthaul compression and precoding design for C-RANs over ergodic fading channels. IEEE Trans. Veh. Technol. 65, 5022–5032 (2016)CrossRef Kang, J., Simeone, O., Kang, J., Shamai, S.: Fronthaul compression and precoding design for C-RANs over ergodic fading channels. IEEE Trans. Veh. Technol. 65, 5022–5032 (2016)CrossRef
21.
Zurück zum Zitat Liu, L., Zhang, R.: Optimized uplink transmission in multi-antenna CRAN with spatial compression and forward. IEEE Trans. Sig. Process. 63, 5083–5095 (2015)MathSciNetCrossRef Liu, L., Zhang, R.: Optimized uplink transmission in multi-antenna CRAN with spatial compression and forward. IEEE Trans. Sig. Process. 63, 5083–5095 (2015)MathSciNetCrossRef
22.
Zurück zum Zitat Shi, Y., Zhang, J., Letaief, K.B.: Statistical group sparse beamforming for green Cloud-RAN via large system analyses. In: IEEE International Symposium on Information Theory, pp. 870–874. IEEE Press, New York (2016) Shi, Y., Zhang, J., Letaief, K.B.: Statistical group sparse beamforming for green Cloud-RAN via large system analyses. In: IEEE International Symposium on Information Theory, pp. 870–874. IEEE Press, New York (2016)
23.
Zurück zum Zitat Shi, Y., Zhang, J., Letaief, K.B.: CSI overhead reduction with stochastic beamforming for cloud radio access networks. In: IEEE International Conference on Communication, pp. 5154–5159. IEEE Press, New York (2014) Shi, Y., Zhang, J., Letaief, K.B.: CSI overhead reduction with stochastic beamforming for cloud radio access networks. In: IEEE International Conference on Communication, pp. 5154–5159. IEEE Press, New York (2014)
24.
Zurück zum Zitat Larsson, E.G., Edfors, O., Tufvesson, F., Marzetta, T.L.: Massive MIMO for next generation wireless systems. IEEE Commun. Mag. 52, 186–195 (2014)CrossRef Larsson, E.G., Edfors, O., Tufvesson, F., Marzetta, T.L.: Massive MIMO for next generation wireless systems. IEEE Commun. Mag. 52, 186–195 (2014)CrossRef
25.
Zurück zum Zitat Lee, W., Simeone, O., Kang, J., Shamai, S.: Multivariate fronthaul quantization for C-RAN downlink: channel-adaptive joint quantization in the Cloud. In: IEEE International Conference on Communication, pp. 1–5, IEEE Press, New York (2016) Lee, W., Simeone, O., Kang, J., Shamai, S.: Multivariate fronthaul quantization for C-RAN downlink: channel-adaptive joint quantization in the Cloud. In: IEEE International Conference on Communication, pp. 1–5, IEEE Press, New York (2016)
26.
Zurück zum Zitat Vu, T.X., Quek, T.Q.S., Nguyen, H.D.: Joint decoding and adaptive compression with QoS constraint for uplinks in cloud radio access networks. In: IEEE Global Telecommunication Conference. pp. 1–6, IEEE Press, New York (2015) Vu, T.X., Quek, T.Q.S., Nguyen, H.D.: Joint decoding and adaptive compression with QoS constraint for uplinks in cloud radio access networks. In: IEEE Global Telecommunication Conference. pp. 1–6, IEEE Press, New York (2015)
27.
Zurück zum Zitat Liu, L., Zhang, R.: Downlink SINR balancing in C-RAN under limited fronthaul capacity. In: IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 3506–3510. IEEE Press, New York (2016) Liu, L., Zhang, R.: Downlink SINR balancing in C-RAN under limited fronthaul capacity. In: IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 3506–3510. IEEE Press, New York (2016)
28.
Zurück zum Zitat Yoon, C., Cho, D.-H.: Energy efficient beamforming and power allocation in dynamic TDD based C-RAN system. IEEE Commun. Lett. 19, 1806–1809 (2015)CrossRef Yoon, C., Cho, D.-H.: Energy efficient beamforming and power allocation in dynamic TDD based C-RAN system. IEEE Commun. Lett. 19, 1806–1809 (2015)CrossRef
29.
Zurück zum Zitat Zhao, W., Wang, S.: Traffic density based RRH selection for power saving in C-RAN. IEEE J. Sel. Areas Commun. 99, 1–11 (2016) Zhao, W., Wang, S.: Traffic density based RRH selection for power saving in C-RAN. IEEE J. Sel. Areas Commun. 99, 1–11 (2016)
30.
Zurück zum Zitat Peng, M., Li, Y., Jiang, J., Li, J., Wang, C.: Heterogeneous cloud radio access networks: a new perspective for enhancing spectral and energy efficiencies. IEEE Wirel. Commun. 21, 126–135 (2014)CrossRef Peng, M., Li, Y., Jiang, J., Li, J., Wang, C.: Heterogeneous cloud radio access networks: a new perspective for enhancing spectral and energy efficiencies. IEEE Wirel. Commun. 21, 126–135 (2014)CrossRef
31.
Zurück zum Zitat Yang, C., Chen, Z., Xia, B., Wang, J.: When ICN meets C-RAN for HetNets: an SDN approach. IEEE Commun. Mag. 53, 118–125 (2015)CrossRef Yang, C., Chen, Z., Xia, B., Wang, J.: When ICN meets C-RAN for HetNets: an SDN approach. IEEE Commun. Mag. 53, 118–125 (2015)CrossRef
32.
Zurück zum Zitat Rappaport, T.S., et al.: Millimeter wave mobile communications for 5G cellular: it will work. IEEE Access 1, 335–349 (2015)CrossRef Rappaport, T.S., et al.: Millimeter wave mobile communications for 5G cellular: it will work. IEEE Access 1, 335–349 (2015)CrossRef
33.
Zurück zum Zitat Heath, R.W., Gonzalez-Prelcic, N., Rangan, S., Roh, W., Sayeed, A.M.: An overview of signal processing techniques for millimeter wave MIMO systems. IEEE J. Sel. Top. Sig. Process. 10, 436–453 (2016)CrossRef Heath, R.W., Gonzalez-Prelcic, N., Rangan, S., Roh, W., Sayeed, A.M.: An overview of signal processing techniques for millimeter wave MIMO systems. IEEE J. Sel. Top. Sig. Process. 10, 436–453 (2016)CrossRef
34.
Zurück zum Zitat Han, S., Chih-Lin, I., Xu, Z., Rowell, C.: Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G. IEEE Commun. Mag. 53, 186–194 (2015)CrossRef Han, S., Chih-Lin, I., Xu, Z., Rowell, C.: Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G. IEEE Commun. Mag. 53, 186–194 (2015)CrossRef
35.
Zurück zum Zitat Chandra, K., Cao, Z., Bruintjes, T.M., et al.: mCRAN: a radio access network architecture for 5G indoor communications. In: IEEE International Conference on Communication Workshop, pp. 300–305, IEEE Press, New York (2015) Chandra, K., Cao, Z., Bruintjes, T.M., et al.: mCRAN: a radio access network architecture for 5G indoor communications. In: IEEE International Conference on Communication Workshop, pp. 300–305, IEEE Press, New York (2015)
36.
Zurück zum Zitat Mohammadi, M., Suraweera, H.A., Tellambura, C.: Uplink and downlink rate analysis of a full-duplex C-RAN with radio remote head association. In: European Signal Processing Conference, pp. 778–782. IEEE Press, New York (2016) Mohammadi, M., Suraweera, H.A., Tellambura, C.: Uplink and downlink rate analysis of a full-duplex C-RAN with radio remote head association. In: European Signal Processing Conference, pp. 778–782. IEEE Press, New York (2016)
37.
Zurück zum Zitat Zhang, X., Cheng, W., Zhang, H.: Full-duplex transmission in PHY and MAC layers for 5G mobile wireless networks. IEEE Wirel. Commun. Mag. 22, 112–121 (2015)CrossRef Zhang, X., Cheng, W., Zhang, H.: Full-duplex transmission in PHY and MAC layers for 5G mobile wireless networks. IEEE Wirel. Commun. Mag. 22, 112–121 (2015)CrossRef
38.
Zurück zum Zitat Mohammadi, M., Suraweera, H.A., Tellambura, C.: Full-duplex Cloud-RAN with uplink/downlink remote radio head association. In: International Conference on Communications, pp. 1–6. IEEE Press, New York (2016) Mohammadi, M., Suraweera, H.A., Tellambura, C.: Full-duplex Cloud-RAN with uplink/downlink remote radio head association. In: International Conference on Communications, pp. 1–6. IEEE Press, New York (2016)
39.
Zurück zum Zitat Hu, Y.C., Patel, M., Sabella, D., Sprecher, N., Young, V.: Mobile edge computing-a key technology towards 5G. ETSI White Paper 11, 11–15 (2015) Hu, Y.C., Patel, M., Sabella, D., Sprecher, N., Young, V.: Mobile edge computing-a key technology towards 5G. ETSI White Paper 11, 11–15 (2015)
40.
Zurück zum Zitat Peng, M., Yan, S., Zhang, K., Wang, C.: Fog computing based radio access networks: issues and challenges. IEEE Netw. 30, 46–53 (2016)CrossRef Peng, M., Yan, S., Zhang, K., Wang, C.: Fog computing based radio access networks: issues and challenges. IEEE Netw. 30, 46–53 (2016)CrossRef
41.
Zurück zum Zitat Yu, Y., Zhang, J., Letaief, K.B.: Joint subcarrier and CPU time allocation for mobile edge computing. arXiv preprint, arXiv:1608.06128 (2016) Yu, Y., Zhang, J., Letaief, K.B.: Joint subcarrier and CPU time allocation for mobile edge computing. arXiv preprint, arXiv:​1608.​06128 (2016)
42.
Zurück zum Zitat Peng, M., Sun, Y., Li, X., Mao, Z., Wang, C.: Recent advances in cloud radio access networks: system architectures, key techniques, and open issues. IEEE Commun. Surv. Tutorials 18, 2282–2308 (2016)CrossRef Peng, M., Sun, Y., Li, X., Mao, Z., Wang, C.: Recent advances in cloud radio access networks: system architectures, key techniques, and open issues. IEEE Commun. Surv. Tutorials 18, 2282–2308 (2016)CrossRef
43.
Zurück zum Zitat Zhou, S., Zhao, T., Niu, Z., Zhou, S.: Software-defined hyper-cellular architecture for green and elastic wireless access. IEEE Commun. Mag. 54, 12–19 (2016)CrossRef Zhou, S., Zhao, T., Niu, Z., Zhou, S.: Software-defined hyper-cellular architecture for green and elastic wireless access. IEEE Commun. Mag. 54, 12–19 (2016)CrossRef
44.
Zurück zum Zitat De Domenico, A., Strinati, C.S., Capone, A.: Enabling green cellular networks: a survey and outlook. Comput. Commun. 37, 5–24 (2014)CrossRef De Domenico, A., Strinati, C.S., Capone, A.: Enabling green cellular networks: a survey and outlook. Comput. Commun. 37, 5–24 (2014)CrossRef
45.
Zurück zum Zitat Alsheikh, M.A., et al.: Machine learning in wireless sensor networks: algorithms, strategies, and applications. IEEE Commun. Surv. Tutorials 16, 1996–2018 (2014)CrossRef Alsheikh, M.A., et al.: Machine learning in wireless sensor networks: algorithms, strategies, and applications. IEEE Commun. Surv. Tutorials 16, 1996–2018 (2014)CrossRef
46.
Zurück zum Zitat Chen, M., Mao, S., Liu, Y.: Big data: a survey. Mob. Netw. Appl. 19, 171–209 (2014)CrossRef Chen, M., Mao, S., Liu, Y.: Big data: a survey. Mob. Netw. Appl. 19, 171–209 (2014)CrossRef
47.
Zurück zum Zitat Beck, M.T., Werner, M., Feld, S., et al.: Mobile edge computing: A taxonomy. In: Sixth International Conference on Advances in Future Internet, pp. 48–54. IARIA, Wilmington (2014) Beck, M.T., Werner, M., Feld, S., et al.: Mobile edge computing: A taxonomy. In: Sixth International Conference on Advances in Future Internet, pp. 48–54. IARIA, Wilmington (2014)
48.
Zurück zum Zitat Yang, N., Wang, L., Geraci, G., Elkashlan, M., Yuan, J., Renzo, M.D.: Safeguarding 5G wireless communication networks using physical layer security. IEEE Commun. Mag. 53, 20–27 (2015)CrossRef Yang, N., Wang, L., Geraci, G., Elkashlan, M., Yuan, J., Renzo, M.D.: Safeguarding 5G wireless communication networks using physical layer security. IEEE Commun. Mag. 53, 20–27 (2015)CrossRef
49.
Zurück zum Zitat Mukherjee, A., Fakoorian, S.A.A., Huang, J., Swindlehurst, A.L.: Principles of physical layer security in multiuser wireless networks: a survey. IEEE Commun. Surv. Tutorials 16, 1550–1573 (2014)CrossRef Mukherjee, A., Fakoorian, S.A.A., Huang, J., Swindlehurst, A.L.: Principles of physical layer security in multiuser wireless networks: a survey. IEEE Commun. Surv. Tutorials 16, 1550–1573 (2014)CrossRef
50.
Zurück zum Zitat Lv, T., Gao, H., Yang, S.: Secrecy transmit beamforming for heterogeneous networks. IEEE J. Sel. Areas Commun. 33, 1154–1170 (2015)CrossRef Lv, T., Gao, H., Yang, S.: Secrecy transmit beamforming for heterogeneous networks. IEEE J. Sel. Areas Commun. 33, 1154–1170 (2015)CrossRef
51.
Zurück zum Zitat Gao, H., Lv, T., Wang, W., et al.: Energy-efficient and secure beamforming for self-sustainable relay-aided multicast networks. IEEE Sig. Process. Lett. 23, 1509–1513 (2016)CrossRef Gao, H., Lv, T., Wang, W., et al.: Energy-efficient and secure beamforming for self-sustainable relay-aided multicast networks. IEEE Sig. Process. Lett. 23, 1509–1513 (2016)CrossRef
52.
Zurück zum Zitat Zhao, N., Yu, F.R., Jin, M., Yan, Q., Leung, V.C.M.: Interference alignment and its applications: a survey, research issues, and challenges. IEEE Commun. Surv. Tutorials 18, 1779–1803 (2016)CrossRef Zhao, N., Yu, F.R., Jin, M., Yan, Q., Leung, V.C.M.: Interference alignment and its applications: a survey, research issues, and challenges. IEEE Commun. Surv. Tutorials 18, 1779–1803 (2016)CrossRef
Metadaten
Titel
An Overview of Cloud RAN: Architecture, Issues and Future Directions
verfasst von
Meruyert Makhanbet
Xuewei Zhang
Hui Gao
Himal A. Suraweera
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-52171-8_3

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