DocumentCode :
24906
Title :
Joint Estimation of Transmitter and Receiver IQ Imbalance With ML Detection for Alamouti OFDM Systems
Author :
Marey, Mohamed ; Samir, Moataz ; Ahmed, Mohamed Hossam
Author_Institution :
Fac. of Electron. Eng., Menoufyia Univ., Menouf, Egypt
Volume :
62
Issue :
6
fYear :
2013
fDate :
Jul-13
Firstpage :
2847
Lastpage :
2853
Abstract :
The application of multiple transmit antennas in orthogonal frequency-division multiplexing (OFDM) systems provides better spectral efficiency with high performance gain. However, these systems are very sensitive to channel estimation errors and analog front-end impairments, such as in-phase/quadrature-phase (IQ) imbalance. To ensure a reliable transmission, the channel impulse response (CIR) and IQ imbalance have to be accurately estimated. Unlike previous work, we show that the unwanted IQ imbalance can be exploited to achieve a diversity gain. This paper develops a maximum-likelihood (ML) detector by exploiting the diversity gain resulting from the IQ imbalance for Alamouti space-time block code OFDM systems. Moreover, we propose a novel iterative algorithm to jointly estimate the CIR and IQ imbalance occurring at both the transmitter and the receiver. We initially employ a pilot sequence for estimation and detection. Then, we exploit the soft information provided by the detector via an expectation-maximization (EM) algorithm to improve the estimation efficiency iteratively. To reduce the computational complexity of the estimation process, a suboptimal algorithm is also developed. Simulation results indicate that the bit-error-rate (BER) performance of the proposed detector in conjunction with the proposed estimation algorithms is very close to the BER of the perfectly known parameters case with a diversity gain resulting from the IQ imbalance.
Keywords :
OFDM modulation; block codes; channel estimation; error statistics; iterative methods; maximum likelihood detection; radio receivers; radio transmitters; transient response; Alamouti space-time block code OFDM system; BER performance; CIR; EM algorithm; IQ imbalance; ML detection; analog front-end impairment; bit-error-rate performance; channel estimation error; channel impulse response; expectation-maximization algorithm; in-phase-quadrature-phase imbalance; maximum-likelihood detector; multiple transmit antenna; orthogonal frequency-division multiplexing; receiver; spectral efficiency; transmitter; Detectors; Maximum likelihood estimation; OFDM; Receivers; Transmitting antennas; Alamouti code; in-phase/quadrature-phase (IQ) imbalances; maximum-likelihood (ML) and expectation–maximization (EM) algorithms; orthogonal frequency-division multiplexing (OFDM);
fLanguage :
English
Journal_Title :
Vehicular Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9545
Type :
jour
DOI :
10.1109/TVT.2013.2242102
Filename :
6418052
Link To Document :
بازگشت