Title :
An Optimum Block Adaptive ICA Algorithm with Individual Adaptation for Wireless QAM Receivers in Dynamic Environments
Author :
Ranganathan, Raghuram ; Mikhael, Wasfy B. ; Yang, Thomas T.
Author_Institution :
Univ. of Central Florida, Orlando
Abstract :
This paper applies an optimum block adaptive ICA algorithm with individual adaptation of the mixing matrix parameters (OBAI-ICA) to wireless receivers employing quadrature amplitude modulation (QAM). The algorithm is tested in dynamically changing channel conditions frequently encountered in practice. Simulation results show that this algorithm outperforms the fast-ICA algorithm under these conditions.
Keywords :
quadrature amplitude modulation; radio receivers; optimum block adaptive ICA algorithm; quadrature amplitude modulation; wireless QAM receivers; Adaptive algorithm; Aerodynamics; Convergence; Independent component analysis; Iterative algorithms; Modeling; Quadrature amplitude modulation; Statistical analysis; Systems engineering and theory; Testing;
Conference_Titel :
Circuits and Systems, 2006. MWSCAS '06. 49th IEEE International Midwest Symposium on
Conference_Location :
San Juan
Print_ISBN :
1-4244-0172-0
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2006.382017