Title :
Reduced-Complexity Joint Baseband Compensation of Phase Noise and I/Q Imbalance for MIMO-OFDM Systems
Author :
Rabiei, Payam ; Namgoong, Won ; Al-Dhahir, Naofal
Author_Institution :
Univ. of Texas at Dallas, Dallas, TX, USA
fDate :
11/1/2010 12:00:00 AM
Abstract :
The maximum likelihood estimate of the impulse response of a frequency-selective channel in the presence of phase noise and I/Q imbalance is derived. The complexity of the joint estimator is reduced using approximate cost functions for both phase noise and I/Q imbalance. The proposed estimator is first applied to OFDM transmission in a single-input single-output system and then generalized to multi-input multi-output OFDM systems. The bit error rate performance of popular space-time codes for two and four transmit antennas is evaluated under zero-forcing, minimum mean squared error and maximum likelihood detection rules. An expression for the residual inter-carrier interference variance after phase noise and I/Q imbalance compensation is derived and compared to the uncompensated case. Significant improvement in signal-to-interference-noise is obtained with the proposed algorithm.
Keywords :
MIMO communication; OFDM modulation; error statistics; frequency selective surfaces; intercarrier interference; maximum likelihood detection; maximum likelihood estimation; mean square error methods; phase noise; space-time codes; transmitting antennas; I/Q imbalance; MIMO-OFDM systems; OFDM transmission; baseband compensation; bit error rate; frequency selective channel; impulse response; inter-carrier interference variance; maximum likelihood detection; maximum likelihood estimate; minimum mean squared error; multiinput multioutput systems; phase noise; reduced complexity; single-input single-output system; space-time codes; transmit antennas; zero-forcing; Channel estimation; Complexity theory; Joints; Maximum likelihood estimation; OFDM; Receiving antennas; I/Q imbalance; MIMO; OFDM; channel estimation; phase noise;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2010.100110.091507