Throughput Maximization in Cloud-Radio Access Networks Using Cross-Layer Network Coding

被引:16
|
作者
Al-Abiad, Mohammed S. [1 ]
Douik, Ahmed [2 ]
Sorour, Sameh [3 ]
Hossain, Md Jahangir [1 ]
机构
[1] Univ British Columbia, Sch Engn, Kelowna, BC V1V 1V7, Canada
[2] CALTECH, Dept Elect Engn, Pasadena, CA 91125 USA
[3] Queens Univ, Sch Comp, Kingston, ON K7L 3N6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Throughput; Optimization; Network coding; Radio access networks; Encoding; Degradation; Complexity theory; Cloud radio access networks; coordinated scheduling; cross-layer network coding; file streaming; power allocation; time-critical applications; BASE-STATION ASSIGNMENT; RESOURCE-ALLOCATION; POWER ALLOCATION; WIRELESS ACCESS; DOWNLINK; CODES; OPTIMIZATION; COMPRESSION; MAC;
D O I
10.1109/TMC.2020.3012935
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud radio access networks (C-RANs) are promising paradigms for the fifth-generation (5G) networks due to their interference management capabilities. In a C-RAN, a central processor (CP) is responsible for coordinating multiple Remote Radio Heads (RRHs) and scheduling users to their radio resource blocks (RRBs). In this paper, we develop a novel cross-layer network coding (CLNC) approach that proposes to optimize RRH's transmit powers and user's rates in making the coding decisions. As such, cross-layer throughput of the network is maximized. The joint user scheduling, file encoding, and power adaptation problem is solved by designing a subgraph for each RRB, in which each vertex represents potential user-RRH associations, encoded files, transmission rates, and power levels (PLs) for one RRB. It is then shown that the C-RAN throughput maximization problem is equivalent to a maximum-weight clique problem over the union of all such subgraphs, called herein the CRAN-CLNC graph. Numerical results revealed that the proposed joint and iterative schemes offer improved throughput performances as compared to the existing algorithms in the literature. Compared to our proposed joint scheme, our proposed iterative scheme has a certain degradation, roughly in the range of 9%-14%. This small degradation in the throughput performance of the iterative scheme comes at the achieved low computational complexity as compared to the high complexity of the joint scheme.
引用
收藏
页码:696 / 711
页数:16
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