Optimized backhaul compression for uplink cloud radio access network

IEEE Journal on Selected Areas in Communications

Volumn 32, Issue 6, 2014, Pages 1295-1307

  Zhou, Yuhan ^a   Yu, Wei ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

Cloud radio access network; compress and forward; coordinated multipoint (CoMP); heterogeneous network; multicell processing; network MIMO; Wyner Ziv compression

Indexed keywords

ALGORITHMS; ANALOG TO DIGITAL CONVERSION; CHANNEL ESTIMATION; CONVEX OPTIMIZATION; HETEROGENEOUS NETWORKS; IMAGE CODING; MIMO SYSTEMS;

COMPRESS AND FORWARD; COORDINATED MULTI POINT (COMP); MULTICELL PROCESSING; NETWORK MIMO; RADIO ACCESS NETWORKS; WYNER-ZIV;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 84905007848     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2014.2328133     Document Type: Article

References (25)

1. Y. Zhou and W. Yu, "Approximate bounds for limited backhaul uplink multicell processing with single-user compression," in Proc. IEEE CWIT, Jun. 2013, pp. 113-116.
2. Y. Zhou, W. Yu, and D. Toumpakaris, "Uplink multi-cell processing: Approximate sum capacity under a sum backhaul constraint," in Proc. IEEE ITW, Sep. 2013, pp. 569-573.
3. D. Gesbert et al., "Multi-cell MIMO cooperative networks: A new look at interference," IEEE J. Sel. Areas Commun., vol. 28, no. 9, pp. 1380-1408, Dec. 2010.
4. O. Somekh, B. M. Zaidel, and S. Shamai, "Sum rate characterization of joint multiple cell-site processing," IEEE Trans. Inf. Theory, vol. 53, no. 12, pp. 4473-4497, Dec. 2007.
5. O. Simeone, O. Somekh, H. V. Poor, and S. Shamai, "Local base station cooperation via finite-capacity links for the uplink of linear cellular networks," IEEE Trans. Inf. Theory, vol. 55, no. 1, pp. 190-204, Jan. 2009.
6. A. Sanderovich, S. Shamai, Y. Steinberg, and G. Kramer, "Communication via decentralized processing," IEEE Trans. Inf. Theory, vol. 54, no. 7, pp. 3008-3023, Jul. 2008.
7. A. Sanderovich, O. Somekh, H. V. Poor, and S. Shamai, "Uplink macro diversity of limited backhaul cellular network," IEEE Trans. Inf. Theory, vol. 55, no. 8, pp. 3457-3478, Aug. 2009.
8. A. Sanderovich, S. Shamai, and Y. Steinberg, "Distributed MIMO receiver-Achievable rates and upper bounds," IEEE Trans. Inf. Theory, vol. 55, no. 10, pp. 4419-4438, Oct. 2009.
9. A. Avestimehr, S. Diggavi, and D. Tse, "Wireless network information flow: A deterministic approach," IEEE Trans. Inf. Theory, vol. 57, no. 4, pp. 1872-1905, Apr. 2011.
10. S. H. Lim, Y.-H. Kim, A. El Gamal, and S.-Y. Chung, "Noisy network coding," IEEE Trans. Inf. Theory, vol. 57, no. 5, pp. 3132-3152, May 2011.
11. M. H. Yassaee and M. R. Aref, "Slepian-Wolf coding over cooperative relay networks," IEEE Trans. Inf. Theory, vol. 57, no. 6, pp. 3462-3482, Jun. 2011.
12. L. Zhou and W. 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.
13. A. del Coso and S. Simoens, "Distributed compression for MIMO coordinated networks with a backhaul constraint," IEEE Trans. Wireless Commun., vol. 8, no. 9, pp. 4698-4709, Sep. 2009.
14. S.-H. Park, O. Simeone, O. Sahin, and S. Shamai, "Robust and efficient distributed compression for cloud radio access networks," IEEE Trans. Veh. Commun., vol. 62, no. 2, pp. 692-703, Feb. 2013.
15. 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, Jun. 2011.
16. R. Karasik, O. Simeone, and S. Shamai, "Robust uplink communications over fading channels with variable backhaul connectivity," IEEE Trans. Wireless Commun., vol. 12, no. 11, pp. 5788-5799, Nov. 2013.
17. B. Nazer, A. Sanderovich, M. Gastpar, and S. Shamai, "Structured superposition for backhaul constrained cellular uplink," in Proc. IEEE ISIT, Jun. 2009, pp. 1530-1534.
18. S.-N. Hong and G. Caire, "Compute-and-forward strategies for cooperative distributed antenna systems," IEEE Trans. Inf. Theory, vol. 59, no. 9, pp. 5227-5243, Sep. 2013.
19. M. Razaviyayn, M. Hong, and Z.-Q. Luo, "A unified convergence analysis of block successive minimization methods for nonsmooth optimization," SIAM J. Optim., vol. 23, no. 2, pp. 1126-1153, Feb. 2013.
20. D. R. Hunter and K. Lange, "A tutorial on MM algorithms," Amer. Stat., vol. 58, no. 1, pp. 30-37, Jan. 2004.
21. Q. Li et al., "Transmit solutions for MIMO wiretap channels using alternating optimization," IEEE J. Sel. Areas Commun., vol. 31, no. 9, pp. 1714-1727, Sep. 2013.
22. M. Hong, Q. Li, and Y.-F. Liu, "Decomposition by successive convex approximation: A unifying approach for linear transceiver design in interfering heterogeneous networks," submitted to IEEE Trans. Signal Process., 2012, [Online]. Available: http://arxiv.org/abs/1210.1507
23. L. Grippo and M. Sciandrone, "On the convergence of the block nonlinear Gauss-Seidel method under convex constraints," Oper. Res. Lett., vol. 26, no. 3, pp. 127-136, Mar. 2000.
24. A. Beck and L. Tetruashvili, "On the convergence of block coordinate descent type methods," SIAM J. Optim., vol. 23, no. 4, pp. 2037-2060, Apr. 2013.
25. A. M. Ostrowski, "Note on bounds for determinants with dominant principal diagonal," Proc. Amer. Math. Soc., vol. 3, no. 1, pp. 26-30, Feb. 1952.