Title :
ICA based non-coherent QAM receiver architecture
Author :
Kostanic, Lvica ; Mikhael, Wasfy
Author_Institution :
Univ. of Central Florida, Orlando, FL, USA
Abstract :
For emerging wireless data applications, carrier phase extraction and I/Q mismatch are challenging parts of the receiver design. This paper proposes receiver architecture for detection of QAM signals that does not require estimation of the received signal phase and can be used in both superheterodyne and direct conversion approaches. A Simplified Independent Component Analysis (SICA) signal processing technique is developed and used to separate the components in the I and Q branches of the receiver. It is demonstrated that the proposed receiver is robust with respect to amplitude and phase mismatch of the local oscillator. The performance of the SICA QAM receiver architecture is illustrated through computer-based simulations.
Keywords :
independent component analysis; quadrature amplitude modulation; receivers; signal processing; source separation; virtual machines; wireless sensor networks; I/Q mismatch; amplitude mismatch; carrier phase extraction; computer-based simulations; direct conversion approaches; local oscillator; noncoherent quadrature amplitude modulated receiver; phase mismatch; receiver design; signal phase; signal processing technique; simplified independent component analysis; superheterodyne approach; wireless data applications; Computer architecture; Data mining; Independent component analysis; Local oscillators; Phase detection; Phase estimation; Quadrature amplitude modulation; Robustness; Signal detection; Signal processing;
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
DOI :
10.1109/ICNNSP.2003.1281122