Adaptive IQ Mismatch Compensation in Time-Domain Using Frequency-Domain Observations

被引:19
作者
Nayebi, Elina [1 ]
Dayal, Pranav [1 ]
Song, Kee-Bong [1 ]
机构
[1] Samsung Semicond Inc, SOC R&D Lab, San Diego, CA 92121 USA
关键词
Frequency-domain analysis; Time-domain analysis; OFDM; Signal processing algorithms; Signal to noise ratio; Cost function; Receivers; FD-IQMM; real-valued compensator; time-domain compensation; frequency-domain observations; kurtosis; Euclidean distance; I/Q IMBALANCE COMPENSATION; OFFSET;
D O I
10.1109/TSP.2020.3048804
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The imbalance between in-phase (I) and quadrature (Q) branches of quadrature down-conversion receivers creates interference between the mirror frequencies in baseband. We introduce two new adaptive algorithms for compensating frequency-dependent IQ imbalance in orthogonal frequency-division multiplexing (OFDM) systems. The proposed algorithms utilize frequency-domain observations to update filter weights of a time-domain IQ mismatch compensator (IQMC) based on a mini-batch gradient descent search approach. The update rule in the first algorithm is based on the kurtosis criterion, which is a blind adaptation method. The second algorithm is based on minimizing the Euclidean distance (ED) between the frequency-domain impaired signal and the known received reference signal, which is a pilot-aided method. A low-complexity method is introduced to obtain the gradient of cost functions that are only based on the IQMC coefficients and the frequency-domain observations. Numerical results demonstrate that the proposed algorithms reduce IQ imbalance considerably. The proposed adaptation schemes outperform conventional time-domain IQMC schemes in high signal-to-noise ratio region and also use a much smaller number of adaptation parameters than the previous frequency-domain IQMC methods.
引用
收藏
页码:655 / 668
页数:14
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