Proportional fairness resource allocation scheme based on quantised feedback for multiuser orthogonal frequency division multiplexing system

被引:5
|
作者
Xu, Lei [1 ]
Li, Ya-ping [2 ,3 ]
Yang, Yu-wang [1 ]
Zhang, Xiaofei [2 ,3 ]
Tang, Zhen-min [1 ]
Lan, Shao-hua [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Comp Sci & Engn, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing, Jiangsu, Peoples R China
[3] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
OFDM modulation; optimisation; probability; proportional fairness resource allocation scheme; quantised feedback; multiuser orthogonal frequency division multiplexing access system; proportional fair constraint condition; total average throughput; optimisation problem; equivalent channel quantisation threshold; equal probability quantiser; Lagrange multiplier method; suboptimal algorithm; stochastic approximate method; LIMITED-RATE FEEDBACK; OFDM SYSTEMS; NETWORKS; MANAGEMENT;
D O I
10.1049/iet-com.2014.0146
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 work addresses the resource allocation problem with the proportional fair constraint condition based on quantised feedback for multiuser orthogonal frequency division multiplexing access system. The resource allocation problem is converted as an optimisation problem with maximising the lower bound of the total average throughput and this formulation provides the low complexity of solving the above resource allocation problem. Tailored for the above optimisation problem, the authors design the codebook of equivalent channel quantisation threshold and the codebook of power and rate according to the equal probability quantiser and the Lagrange multiplier method, respectively. Further, they develop a suboptimal algorithm based on the stochastic approximate method. The proposed algorithm not only satisfies the constraint condition of the proportional fair very well, but also reduces the feedback overhead of the resource allocation result greatly. Moreover, the average throughput of the proposed algorithm is very close to that of the optimal resource allocation algorithm with full feedback when the equivalent channel gain in every subcarrier is quantised by 4 bit.
引用
收藏
页码:2925 / 2932
页数:8
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