Fix-Point Representation of a Properness-Based Algorithm for Blind I/Q Mismatch Compensation

M. Petit, A. Springer
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引用次数: 6

Abstract

To meet the growing requirements for advanced wireless communications systems, a high flexibility of all subsystems is necessary. In order to keep costs low the specifications for the analog components can be reduced, if the compensation of the resulting impairments is done by digital signal processing. An example for such impairments are slight differences between the I- and Q-branch low pass filters due to production tolerances in direct-conversion receivers that lead to frequency selective I/Q imbalance. A waveform independent digital compensation approach based on second order statistics shows the desired flexibility. Without the knowledge of any transmit data the I/Q mismatch can be compensated by adaptive filtering. This is done by the restoration of a statistical property, called properness, which has been disturbed by the I/Q mismatch. It is shown, that for LTE standard compliant transmission signals under real world conditions the algorithm is ideally suited in terms of performance and hardware implementation. In a fix-point implementation the approach provides a normalized mean square error of below-60 dB, compared to the floating-point simulation.
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基于属性的盲I/Q失配补偿算法的不动点表示
为了满足对先进无线通信系统日益增长的需求,需要所有子系统的高度灵活性。为了保持低成本,如果通过数字信号处理来补偿由此产生的损伤,则可以降低模拟元件的规格。这种损害的一个例子是I支路和Q支路低通滤波器之间的细微差异,这是由于直接转换接收器的生产容差导致频率选择性I/Q不平衡。一种基于二阶统计量的与波形无关的数字补偿方法显示了理想的灵活性。在不知道任何传输数据的情况下,I/Q不匹配可以通过自适应滤波进行补偿。这是通过恢复被I/Q不匹配干扰的统计属性(称为属性)来完成的。结果表明,对于现实世界条件下符合LTE标准的传输信号,该算法在性能和硬件实现方面非常适合。在定点实现中,与浮点仿真相比,该方法提供了低于60 dB的归一化均方误差。
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