Fronthaul Compression and Precoding Design for C-RANs Over Ergodic Fading Channels

被引:44
作者
Kang, Jinkyu [1 ]
Simeone, Osvaldo [2 ]
Kang, Joonhyuk [1 ]
Shamai, Shlomo [3 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Elect Engn, Daejeon 305338, South Korea
[2] New Jersey Inst Technol, Dept Elect & Comp Engn, Ctr Wireless Commun & Signal Proc Res, Newark, NJ 07102 USA
[3] Technion Israel Inst Technol, Dept Elect Engn, IL-32000 Haifa, Israel
关键词
Cloud-radio access networks (C-RAN); fronthaul compression; multiple-input multiple-output (MIMO); precoding; stochastic channel state information (CSI); BACKHAUL; SIGNAL;
D O I
10.1109/TVT.2015.2466619
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper investigates the joint design of fronthaul compression and precoding for the downlink of cloud radio access networks (C-RANs). In a C-RAN, a central unit (CU) controls a cluster of radio units (RUs) through low-latency fronthaul links. Most previous works on the design of fronthaul compression and precoding assume constant channels and instantaneous channel state information (CSI) at the CU. This paper, in contrast, concentrates on a more practical scenario with block-ergodic channels and considers either instantaneous or stochastic CSI at the CU. Moreover, the analysis encompasses two types of CU-RU functional splits at the physical layer, which we refer to as compression-after-precoding (CAP) and compression-before-precoding (CBP). With the CAP approach, which is the standard C-RAN solution, all baseband processing is done at the CU. With the CBP scheme, channel encoding and precoding are instead performed at the RUs: The CU does not perform precoding but rather forwards separately the information messages of a subset of mobile stations (MSs) along with the compressed precoding matrices to each RU. Optimization algorithms over fronthaul compression and precoding for both CAP and CBP are proposed, which are based on a stochastic successive upper bound minimization (SSUM) approach. Numerical results yield insights into the optimal RU-CU functional split for C-RANs. As a general conclusion, the relative advantages of the two functional splits depend on the interplay between the enhanced interference management abilities of CAP, particularly for dense networks, and the lower fronthaul requirements of CBP in terms of precoding information overhead, particularly for large coherence periods and with stochastic, rather than instantaneous, CSI.
引用
收藏
页码:5022 / 5032
页数:11
相关论文
共 30 条
[1]   Joint Spatial Division and Multiplexing-The Large-Scale Array Regime [J].
Adhikary, Ansuman ;
Nam, Junyoung ;
Ahn, Jae-Young ;
Caire, Giuseppe .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (10) :6441-6463
[2]  
[Anonymous], 2011, C RAN ROAD GREEN RAN
[3]  
[Anonymous], 2011, NETWORK INFORM THEOR
[4]  
[Anonymous], 2010, Convex optimization in signal processing and communications
[5]  
[Anonymous], 2010, Fundamentals of LTE
[6]  
[Anonymous], 2014, INT C CONV TECHN 201
[7]  
Boyd S, 2004, CONVEX OPTIMIZATION
[8]   Cloud RAN for Mobile Networks-A Technology Overview [J].
Checko, Aleksandra ;
Christiansen, Henrik L. ;
Yan, Ying ;
Scolari, Lara ;
Kardaras, Georgios ;
Berger, Michael S. ;
Dittmann, Lars .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (01) :405-426
[9]  
Diehm F, 2009, GLOB TELECOMM CONF, P5006
[10]   Quantitative Analysis of Split Base Station Processing and Determination of Advantageous Architectures for LTE [J].
Doetsch, Uwe ;
Doll, Mark ;
Mayer, Hans-Peter ;
Schaich, Frank ;
Segel, Jonathan ;
Sehier, Philippe .
BELL LABS TECHNICAL JOURNAL, 2013, 18 (01) :105-128