DocumentCode :
2889789
Title :
A Novel Interference Supression Technique employing Complex Adaptive ICA for Time-Varying Channels in Diversity Wireless QAM Receivers
Author :
Ranganathan, Raghuram ; Mikhael, Wasfy B.
Author_Institution :
Dept. of Electr. Eng., Central Florida Univ., Orlando, FL
fYear :
2007
fDate :
27-30 May 2007
Firstpage :
101
Lastpage :
104
Abstract :
This paper presents a novel complex adaptive ICA algorithm with individual adaptation of parameters. The algorithm employs optimal individual convergence factors for the real and imaginary components of the weight vector. The performance of this algorithm is tested and compared with the most recent complex fast-ICA in time-varying channel conditions frequently encountered in practice. Simulation results confirm the improved performance, in terms of convergence speed and accuracy, of the proposed technique, at the expense of a modest increase in computational complexity.
Keywords :
diversity reception; independent component analysis; interference suppression; quadrature amplitude modulation; radio receivers; time-varying channels; wireless channels; complex adaptive ICA; complex adaptive independent component analysis; computational complexity; interference supression technique; optimal individual convergence factors; time-varying channels; wireless QAM receivers; Computational complexity; Computational modeling; Convergence; Cost function; Independent component analysis; Interference; Quadrature amplitude modulation; Testing; Time-varying channels; USA Councils;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2007. ISCAS 2007. IEEE International Symposium on
Conference_Location :
New Orleans, LA
Print_ISBN :
1-4244-0920-9
Electronic_ISBN :
1-4244-0921-7
Type :
conf
DOI :
10.1109/ISCAS.2007.378231
Filename :
4252581
Link To Document :
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