DocumentCode
27582
Title
Proportional fairness resource allocation scheme based on quantised feedback for multiuser orthogonal frequency division multiplexing system
Author
Lei Xu ; Ya-ping Li ; Yu-wang Yang ; Xiaofei Zhang ; Zhen-Min Tang ; Shao-hua Lan
Author_Institution
Sch. of Comput. Sci. & Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
Volume
8
Issue
16
fYear
2014
fDate
11 6 2014
Firstpage
2925
Lastpage
2932
Abstract
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.
Keywords
OFDM modulation; optimisation; probability; Lagrange multiplier method; equal probability quantiser; equivalent channel quantisation threshold; multiuser orthogonal frequency division multiplexing access system; optimisation problem; proportional fair constraint condition; proportional fairness resource allocation scheme; quantised feedback; stochastic approximate method; suboptimal algorithm; total average throughput;
fLanguage
English
Journal_Title
Communications, IET
Publisher
iet
ISSN
1751-8628
Type
jour
DOI
10.1049/iet-com.2014.0146
Filename
6945960
Link To Document