Open AccessProportional fairness resource allocation scheme based on quantised feedback for multiuser orthogonal frequency division multiplexing system
Author(s) -
Xu Lei,
Li Yaping,
Yang Yuwang,
Zhang Xiaofei,
Tang Zhenmin,
Lan Shaohua
Publication year - 2014
Publication title -
iet communications
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.355
H-Index - 62
eISSN - 1751-8636
pISSN - 1751-8628
DOI - 10.1049/iet-com.2014.0146
Subject(s) - codebook , subcarrier , resource allocation , mathematical optimization , lagrange multiplier , computer science , multiplexing , orthogonal frequency division multiplexing , max min fairness , overhead (engineering) , orthogonal frequency division multiple access , channel (broadcasting) , mathematics , algorithm , telecommunications , computer network , operating system
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.