Title :
Intercarrier interference mitigation and multi-user detection employing adaptive ICA for MIMO-OFDM systems in time variant channels
Author :
Ranganathan, R. ; Yang, Tao ; Mikhael, Wasfy
Author_Institution :
Univ. of Central Florida, Orlando, FL, USA
Abstract :
Orthogonal Frequency Division Multiplexing (OFDM) is a widely applied scheme in modern wireless communication systems that effectively operate in frequency selective fading channels. The combination of OFDM and the Multiple-Input-Multiple-Output (MIMO) technique represents a promising candidate for future broadband wireless systems. This paper addresses the InterCarrier Interference (ICI) issue in multi-user MIMO-OFDM systems operating in time-varying frequency selective channel environments. ICI, which is caused by Carrier Frequency Offset (CFO) between local oscillators in the transmitter and the receiver, can lead to severe system performance degradation. In our proposed method, a recently presented Independent Component Analysis (ICA) technique called Complex Optimum Block Adaptive ICA (Complex OBA-ICA) is employed to recover user signals in the presence of ICI and channel induced mixing. Simulation results indicate that the new technique significantly reduces Inter Symbol Interference (ISI) in multi-user MIMO-OFDM systems in dynamic channel environments.
Keywords :
MIMO communication; OFDM modulation; fading channels; independent component analysis; intercarrier interference; intersymbol interference; multiuser detection; time-varying channels; broadband wireless systems; carrier frequency offset; channel induced mixing; complex optimum block adaptive ICA; dynamic channel environments; frequency selective fading channels; independent component analysis; inter symbol interference; intercarrier interference mitigation; local oscillators; modern wireless communication systems; multiple-input-multiple-output technique; multiuser MIMO-OFDM systems; multiuser detection; orthogonal frequency division multiplexing; time variant channels; time-varying frequency selective channel environments; user signals; OFDM; Time frequency analysis; ICA; ICI cancellation; MIMO; OFDM;
Conference_Titel :
Circuits and Systems (MWSCAS), 2011 IEEE 54th International Midwest Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-61284-856-3
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2011.6026530