Acknowledgement
Supported by : U.S. NSF
References
- H. Bo, V. Gopalakrishnan, L. Ji, and S. Lee, "Network function virtualization: Challenges and opportunities for innovations," IEEE Commun. Mag., vol. 53, no. 2, pp. 90-97, Feb. 2015. https://doi.org/10.1109/MCOM.2015.7045396
- A. Checko et al., "Cloud RAN for mobile networks - A technology overview," IEEE Commun. Surveys Tuts., vol. 17, no. 1, pp. 405-426, 2015. https://doi.org/10.1109/COMST.2014.2355255
- H. Al-Raweshidy and S. Komaki, Radio over fiber technologies for mobile communications networks. Artech House, 2002.
- C. Lu, M. Berg, E. Trojer, P.-E. Eriksson, K. Laraqui, O. V. Tidbl, and H. Almeida, "Connecting the dots: small cells shape up for high-performance indoor radio," Ericsson Review, 2014.
- Ericsson AB, Huawei Technologies, NEC Corporation, Alcatel Lucent, and Nokia Siemens Networks, "Common public radio interface (CPRI); interface specification," CPRI specification v5.0, Sept. 2011.
- U. Dotsch, M. Doll, H. P. Mayer, F. Schaich, J. Segel, and P. Sehier, "Quantitative analysis of split base station processing and determination of advantageous architectures for LTE." Bell Labs Tech. J., vol. 18, no. 1, pp. 105-128, 2013. https://doi.org/10.1002/bltj.21595
- D. Wubben, P. Rost, J. Bartelt, M. Lalam, V. Savin, M. Gorgoglione, A. Dekorsy, and G. Fettweis, "Benefits and impact of cloud computing on 5G signal processing: Flexible centralization through cloud-RAN." IEEE Signal Process. Mag., no. 31, pp. 35-44, 2014.
- Integrated Device Technology, Inc., "Front-haul compression for emerging C-RAN and small cell networks," Apr. 2013.
- D. Samardzija, J. Pastalan, M. MacDonald, S. Walker, and R. Valenzuela, "Compressed transport of baseband signals in radio access networks," IEEE Trans. Wireless Commun., vol. 11, no. 9, pp. 3216-3225, Sept. 2012. https://doi.org/10.1109/TWC.2012.062012.111359
- B. Guo, W. Cao, A. Tao, and D. Samardzija, "CPRI compression transport for LTE and LTE-A signal in C-RAN," in Proc. Int. ICST Conf. CHINACOM, 2012, pp. 843-849.
- K. F. Nieman and B. L. Evans, "Time-domain compression of complex-baseband LTE signals for cloud radio access networks," in Proc. IEEE GlobalSIP, 2013, pp. 1198-1201.
- A. Vosoughi, M. Wu, and J. R. Cavallaro, "Baseband signal compression in wireless base stations," in Proc. IEEE GLOBECOM, Dec. 2012, pp. 4505-4511.
- J. Lorca and L. Cucala, "Lossless compression technique for the fronthaul of LTE/LTE-advanced cloud-RAN architectures," in Proc. IEEE WoW-MoM, June 2013, pp. 1-9.
- S. Grieger, S. Boob, and G. Fettweis, "Large scale field trial results on frequency domain compression for uplink joint detection," in Proc. IEEE GLOBECOM, 2012, pp. 1128-1133.
- A. E. Gamal and Y.-H. Kim, Network information theory, Cambridge University Press, 2011.
- A. Sanderovich, O. Somekh, H. V. Poor, and S. Shamai (Shitz), "Uplink macro diversity of limited backhaul cellular network," IEEE Trans. Inf. Theory, vol. 55, no. 8, pp. 3457-3478, Aug. 2009. https://doi.org/10.1109/TIT.2009.2023732
- A. del Coso and S. Simoens, "Distributed compression for MIMO coordinated networks with a backhaul constraint," IEEE Trans. Wireless Commum., vol. 8, no. 9, pp. 4698-4709, Sept. 2009. https://doi.org/10.1109/TWC.2009.081148
- S.-H. Park, O. Simeone, O. Sahin, and S. Shamai (Shitz), "Robust and efficient distributed compression for cloud radio access networks," IEEE Trans. Veh. Technol., vol. 62, no. 2, pp. 692-703, Feb. 2013. https://doi.org/10.1109/TVT.2012.2226945
- L. Zhou and W. Yu, "Optimized backhaul compression for uplink cloud radio access network," IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1295-1307, June 2014. https://doi.org/10.1109/JSAC.2014.2328133
- S.-H. Park, O. Simeone, O. Sahin, and S. Shamai (Shitz), "Performance evaluation of multiterminal backhaul compression for cloud radio access networks," in Proc. CISS, Princeton, NJ, Mar. 19-21, 2014.
- M. J. Wainwright, "Sparse graph codes for side information and binning," IEEE Signal Process. Mag., vol. 24, no. 5, pp. 47-57, Sept. 2007. https://doi.org/10.1109/MSP.2007.904816
- S.-H. Park, O. Simeone, O. Sahin, and S. Shamai (Shitz), "Joint precoding and multivariate backhaul compression for the downlink of cloud radio access networks," IEEE Trans. Signal Process., vol. 61, no. 22, pp. 5646-5658, Nov. 2013. https://doi.org/10.1109/TSP.2013.2280111
- D. Gesbert, S. Hanly, H. Huang, S. Shamai (Shitz), O. Simeone, and Wei Yu, "Multi-Cell MIMO cooperative networks: A new look at interference," IEEE J. Sel. Areas Commun., vol. 28, no. 9, pp. 1380-1408, Dec. 2010. https://doi.org/10.1109/JSAC.2010.101202
- A. Gersho and R. M. Gray, Vector quantization and signal compression, Kluwer Acad. Press, 1992.
- P. Patil, B. Dai, and W. Yu, "Performance comparison of data-sharing and compression strategies for cloud radio-access networks," in Proc. EUSIPCO, 2015.
- L. Zhou andW. Yu, "Uplink multicell processing with limited backhaul via per-base-station successive interference cancellation," IEEE J. Sel. Areas Commun., vol. 31, no. 10, pp. 1981-1993, Oct. 2013. https://doi.org/10.1109/JSAC.2013.131002
- S.-H. Park, O. Simeone, O. Sahin, and S. Shamai (Shitz), "Joint decompression and decoding for cloud radio access networks," IEEE Signal Process. Lett., vol. 20, no. 5, pp. 503-506, May 2013. https://doi.org/10.1109/LSP.2013.2253095
- Y. Zhou and W. Yu, "Optimized beamforming and backhaul compression for uplink MIMO cloud radio-access networks," in Proc. IEEE GLOBECOM, 2014.
- J. Kang, O. Simeone, J. Kang, and S. Shamai (Shitz), "Fronthaul compression and precoding design for C-RANs over ergodic fading channels," to appear in IEEE Trans. Veh. Technol.
- Jian Zhao, T. S. Quek, and Zhongding Lei, "Coordinated multipoint transmission with limited backhaul data transfer," IEEE Trans. Wireless Commun., vol. 12, no. 6, pp. 2762-2775, June 2013. https://doi.org/10.1109/TWC.2013.050613.120825
- Yuanming Shi, Jun Zhang, and K. B. Letaief, "Group sparse beamforming for green Cloud-RAN," IEEE Trans. Wireless Commun., vol. 13, no. 5, pp. 2809-2823, May 2014. https://doi.org/10.1109/TWC.2014.040214.131770
- A. Liu and V. Lau, "Joint power and antenna selection optimization in large cloud radio access networks," IEEE Trans. Signal Process., vol. 62, no. 5, pp. 1319-1328, Mar. 2014. https://doi.org/10.1109/TSP.2014.2298367
- Fuxin Zhuang and V. K. N. Lau, "Backhaul limited asymmetric cooperation forMIMO cellular networks via semidefinite relaxation," IEEE Trans. Signal Process., vol. 62, no. 3, pp. 684-693, Feb. 2014. https://doi.org/10.1109/TSP.2013.2293972
- Jun Zhang, Runhua Chen, J. G. Andrews, A. Ghosh, and R. W. Heath, "Networked MIMO with clustered linear precoding," IEEE Trans. Wireless Commun., vol. 8, no. 4, pp. 1910-1921, Apr. 2009. https://doi.org/10.1109/TWC.2009.080180
- B. Dai and W. Yu, "Sparse beamforming and user-centric clustering for downlink Cloud Radio Access Network," IEEE Access, vol. 2, pp. 1326-1339, 2014. https://doi.org/10.1109/ACCESS.2014.2362860
- R. Zakhour, and D. Gesbert, "Optimized data sharing in multicell MIMO with finite backhaul capacity," IEEE Trans. Signal Process., vol. 59, no. 12, pp. 6102-6111, Dec. 2011. https://doi.org/10.1109/TSP.2011.2165949
- P. Marsch and G. Fettweis, "Uplink CoMP under a constrained backhaul and imperfect channel knowledge," IEEE Trans. Wireless Commun., vol. 10, no. 6, pp. 1730-1742, June 2011. https://doi.org/10.1109/TWC.2011.041311.100259
- Small Cell Forum, "Small cell virtualization functional splits and use cases", White Paper, June 2015.
- NGMN Alliance, "Further study on critical C-RAN technologies", Mar. 2015.
- 3GPP, "TS 36.300 V12.5.0; Evolved Universal Terrestrial Radio Access (E-UTRA) and Evolved Universal Terrestrial Radio Access Network (EUTRAN); Overall description," Mar. 2015.
- 3GPP, "TS 36.213 V10.4.0; Physical layer procedures," Dec. 2011.
- P. Rost and A. Prasad, "Opportunistic Hybrid ARQ-Enabler of Centralized-RAN over non-ideal backhaul", IEEE Wireless Commun. Lett., vol. 3, no. 5, pp. 481-484, 2014 https://doi.org/10.1109/LWC.2014.2327982
- S. Khalili and O. Simeone, "Uplink HARQ for Distributed and Cloud RAN via Separation of Control and Data Planes," available on arXiv (arXiv:1508.06570).
- Q. Han, C. Wang, M. Levorato, and O. Simeone, "On the effect of fronthaul latency on ARQ in C-RAN systems," submitted, available on arXiv (arXiv:1510.07176).
- INFSO-ICT-317941 iJOIN, "Deliverable D5.3; Final definition of iJOIN architecture", Apr. 2015.
- INFSO-ICT-317941 iJOIN, "Deliverable D3.3; Final definition and evaluation of MAC and RRM approaches for RANaaS and a joint backhaul/ access design," Apr. 2015.
- R. Fritzsche, P. Rost, G. Fettweis, "Robust proportional fair scheduling with imperfect channel state information", accepted for publication in IEEE Trans. Wireless Commun., 2015.
- E. Pateromichelakis, M. Shariat, A. Quddus, and R. Tafazolli, "Graph-based multicell scheduling in OFDMA-based small cell networks", IEEE Access, vol. 2, pp.897-908, 2014. https://doi.org/10.1109/ACCESS.2014.2350556
- M. Neely, Stochastic network optimization with application to communication and queueing systems, Morgan & Claypool Publishers, 2010.
- G. Scutari, F. Facchinei, L. Lampariello, and P. Song, "Distributed methods for constrained nonconvex multi-agent optimization-Part I: Theory," arXiv:1410.4754.
- Q. Shi, M. Razaviyayn, Z. Luo, and C. He, "An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel," IEEE Trans. Signal Process., vol. 59, no. 9, pp. 4331-4340, Sept. 2011. https://doi.org/10.1109/TSP.2011.2147784
- J. Tang, W. Tay, and T. Quek, "Cross-layer resource allocation with elastic service scaling in cloud radio access network," IEEE Trans. Wireless Commun., vol. PP, no. 99, p. 1, May. 2015.
- A. Liu and V. Lau, "Joint power and antenna selection optimization in large cloud radio access networks," IEEE Trans. Signal Process., vol. 62, no. 5, pp. 1319-1328, Mar. 2014. https://doi.org/10.1109/TSP.2014.2298367
- S. Luo, R. Zhang, and T.J. Lim, "Downlink and uplink energy minimization through user association and beamforming in C-RAN," IEEE Trans. Wireless Commun., vol. 14, no. 1, pp. 494-508, Jan. 2015. https://doi.org/10.1109/TWC.2014.2352619
- Z. Zhao et al., "Cluster formation in cloud radio access networks: performance analysis and algorithms design," in Proc. ICC, London, UK, June 2015, pp. 1-6.
- M. Peng et al., "Contract-based interference coordination in heterogeneous cloud radio access networks," IEEE J. Sel. Areas Commun., vol. 33, no. 6, pp. 1140-1153, Mar. 2015. https://doi.org/10.1109/JSAC.2015.2416985
- M. L. Puterman, Markov Decision Processes: Discrete Stochastic Dynamic Programming, Wiley-Interscience, 2005.
- J. Li, M. Peng, A. Cheng, Y. Yu, and C. Wang, "Resource allocation optimization for delay-sensitive traffic in fronthaul constrained cloud radio access networks," IEEE Syst. J., pp. 1-12, Nov. 2014.
- J. Li, M. Peng, A. Cheng, and Y. Yu, "Delay-aware cooperative multipoint transmission with backhaul limitation in cloud-RAN," in Proc. IEEE ICC, Sydney, Australia, June. 2014, pp. 665-670.
- P. Teseng, "Convergence of a block coordinate descent method for nondifferentiable minimization," J. Opt. Theory App., vol. 109, no. 3, pp. 475-494, June 2001. https://doi.org/10.1023/A:1017501703105
- J. Li, J. Wu, M. Peng, W.Wang, and V. K. N. Lau, "Queue-aware joint remote radio head activation and beamforming for green cloud radio access networks," in Proc. IEEE GLOBECOM, San Diego, USA, Dec. 2015.
- J. Li, M. Peng, Y. Yu, and A. Cheng, "Dynamic resource optimization with congestion control in heterogeneous cloud radio access networks," in Proc. IEEE GLOBECOM, Austin, USA, Dec. 2014, pp. 906-911.
- L. Jingchu, T. Zhao, S. Zhou, Y. Cheng, and Z. Niu, "Concert: a cloud-based architecture for next-generation cellular systems," IEEE Wireless Commun., vol. 21, no. 6, pp. 14-22, 2014. https://doi.org/10.1109/MWC.2014.7000967
- A. de la Oliva et al., "Xhaul: Towards an Integrated Fronthaul/ Backhaul Architecture in 5G Networks," [Online]. Available: http://eprints.networks.imdea.org/1059/1/Xhaul_Towards_Integrated_Fronthaul_Backhaul_2015_EN.pdf
- J. Segel and M. Weldon, "Lightradio portfolio-technical overview," Technology White Paper 1, Alcatel-Lucent.
- China Mobile, "C-RAN: the road towards green RAN," White Paper, ver. 2.5, China Mobile Research Institute, Oct. 2011.
- Huawei, "Cloud RAN Introduction. The 4th CJK International Workshop Technology Evolution and Spectrum," Sept. 2011.
- H. Guan, T. Kolding, and P. Merz, "Discovery of Cloud-RAN," Nokia Siemens Networks, Tech. Rep., April 2010.
- "BTS System Reference Document Version 2.0," Open Base Station Architecture Initiative. Nov. 14, 2006. Retrieved August 16, 2013.
- ETSI ORI ISG, [Online]. Available: http://portal.etsi.org/tb.aspx?tbid=738&SubTB=738
- ETSINFV ISG, "Network Functions Virtualisation," Dec., 2012, [Online]. Available: http://portal.etsi.org/portal/server.pt/community/NFV/367
- "The benefits of Cloud-RAN architecture in mobile network expansion", Fujitsu, White paper, 2015.
- Ghebretensae et al., "Transmission solutions and architectures for heterogeneous networks built as C-RANs." in Proc. International Conference on Communications and Networking in China, 2012.
- O. Simeone, N. Levy, A. Sanderovich, O. Somekh, B. M. Zaidel, H. V. Poor, and S. Shamai (Shitz), "Cooperative wireless cellular systems: an information-theoretic view," Foundations and Trends in Communications and Information Theory, vol. 8, nos. 1-2, pp. 1-177, 2012.
- S. Hur, T. Kim, D. J. Love, J. V. Krogmeier, T. A. Thomas, and A. Ghosh, "Millimeter wave beamforming for wireless backhaul and access in small cell networks," IEEE Trans. Commun., vol. 61, no. 10, pp. 4391-4403, Oct. 2013. https://doi.org/10.1109/TCOMM.2013.090513.120848
- S.-H. Park, O. Simeone, O. Sahin, and S. Shamai (Shitz), "Multi-hop backhaul compression for the uplink of cloud radio access networks," arXiv:1312.7135.
- P. Rost et al., "Cloud technologies for flexible 5G radio access networks," IEEE Commun. Mag., vol. 52, no. 5, pp. 68-76, Apr. 2014.
- S.-H. Park, O. Simeone, O. Sahin, and S. Shamai (Shitz), "Fronthaul compression for cloud radio access networks: Signal processing advances inspired by network information theory," IEEE Signal Process. Mag., vol. 31, no. 6, pp. 69-79, 2014. https://doi.org/10.1109/MSP.2014.2330031