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
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;
Journal_Title :
Communications, IET
DOI :
10.1049/iet-com.2014.0146