DocumentCode :
1658969
Title :
Adaptive subcarrier and bit allocation for multiuser OFDM system based on genetic algorithm
Author :
Wang, Yongxue ; Chen, Fangjiong ; Wei, Gang
Author_Institution :
Coll. of Electron. & Inf. Eng., South China Univ. of Technol., Guangzhou, China
Volume :
1
fYear :
2005
Firstpage :
242
Abstract :
An adaptive subcarrier and bit allocation method based on genetic algorithm for multiuser OFDM system is proposed. With the goal of minimize the overall transmit power while ensuring the fulfillment of each user´s rate and bit error rate (BER) requirement, our algorithm acquires the needed allocation through genetic search. We also improve the convergence of the genetic algorithm through the method of adding some individuals with ´good´ genes to the initial population. Simulation results show that the proposed algorithm outperforms static subcarrier allocation schemes TDMA and FDMA considerably in multiuser OFDM system and is better than the algorithm in Zhang (2004).
Keywords :
OFDM modulation; adaptive control; channel allocation; convergence of numerical methods; error statistics; frequency allocation; genetic algorithms; minimisation; multiuser channels; search problems; BER; adaptive subcarrier allocation; bit allocation; bit error rate; convergence; genetic algorithm; genetic search; multiuser OFDM; transmit power minimization; Bit error rate; Bit rate; Convergence; Frequency division multiaccess; Genetic algorithms; Iterative algorithms; OFDM modulation; Radio spectrum management; Resource management; Time division multiple access;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, Circuits and Systems, 2005. Proceedings. 2005 International Conference on
Print_ISBN :
0-7803-9015-6
Type :
conf
DOI :
10.1109/ICCCAS.2005.1493402
Filename :
1493402
Link To Document :
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