DocumentCode :
3543732
Title :
Joint frequency offset estimation and multiuser detection using genetic algorithm in MC-CDMA
Author :
Lu, Hoang-Yang ; Fang, Wen-Hsien
Author_Institution :
Dept. of Electron. Eng., Lee-Ming Inst. of Technol., Taipei, Taiwan
fYear :
2005
fDate :
23-26 May 2005
Firstpage :
1726
Abstract :
In order to combat intercarrier interference (ICI) and multiple access interference (MAI) simultaneously to achieve reliable performance in multi-carrier code division multiple access (MC-CDMA) systems, the paper proposes a new scheme for joint frequency offset estimation and multiuser symbol detection. The new approach is based on the widespread maximum likelihood principle to carry out concurrently frequency offset estimation to alleviate the ICI and multiuser detection to mitigate the MAI. The joint decision statistic, however, is highly nonlinear and conventional linear schemes are not applicable. To reduce the computational complexity without an increase of additional mechanisms, we employ a genetic algorithm (GA) to solve the nonlinear optimization involved. Due to the robustness of the GA, the joint decision statistic can be efficiently solved and near optimum results can be obtained. Simulation results show that the proposed approach offers satisfactory performance in various scenarios.
Keywords :
code division multiple access; computational complexity; frequency estimation; genetic algorithms; interference suppression; maximum likelihood detection; maximum likelihood estimation; multiuser detection; radiofrequency interference; statistical analysis; GA; ICI; MAI; MC-CDMA; computational complexity; frequency offset estimation; genetic algorithm; intercarrier interference; joint decision statistic; maximum likelihood principle; multi-carrier code division multiple access; multiple access interference; multiuser detection; multiuser symbol detection; nonlinear optimization; Computational complexity; Frequency conversion; Frequency estimation; Genetic algorithms; Maximum likelihood detection; Maximum likelihood estimation; Multicarrier code division multiple access; Multiple access interference; Multiuser detection; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
Type :
conf
DOI :
10.1109/ISCAS.2005.1464940
Filename :
1464940
Link To Document :
بازگشت