Title :
An Iterative Water-Filling Based Resource Allocation Scheme in OFDMA Systems for Energy Efficiency Optimization
Author :
Feng, Zhiyong ; Wei, Zhiqing ; Shuai, Tianping ; Zhang, Qixun ; Li, Rong
Author_Institution :
Key Lab. of Universal Wireless Commun., Wireless Technol. Innovation Inst. (WTI), Beijing, China
Abstract :
In this paper, the subcarrier and power allocation problem for energy efficiency maximization is addressed, which is different from traditional throughout maximization. Lagrangian dual decomposition (LDD) is applied in this problem and a multilevel water-filling for power allocation is derived. But the water-filling in this paper is a transcendental equation, which is different from traditional water-filling form. To solve this equation, fixed point iteration is applied. Besides, a sufficient condition for the existence of the fixed point is derived and joint resource allocation algorithms are designed. Finally, numerical results verify our work and the energy efficiency is improved compared with the capacity maximization scheme.
Keywords :
OFDM modulation; energy conservation; frequency division multiple access; Lagrangian dual decomposition; OFDMA systems; capacity maximization scheme; energy efficiency maximization; energy efficiency optimization; fixed point iteration; iterative water-filling based resource allocation scheme; power allocation problem; Algorithm design and analysis; Convergence; Energy consumption; Equations; Mathematical model; Power demand; Resource management;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2012 IEEE
Conference_Location :
Quebec City, QC
Print_ISBN :
978-1-4673-1880-8
Electronic_ISBN :
1090-3038
DOI :
10.1109/VTCFall.2012.6399020