A subspace based channel mismatch estimator for time-interleaved ADC systems

Lun Ma
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Abstract

Time-interleaved (TI) architecture with several slow but accurate sub-ADCs in parallel is a promising approach to implement high speed sampling rate and high quantization precision simultaneously. A major bottleneck in realizing a TIADC is mismatches such as offset and gain mismatches among channel ADCs as well as timing skew of the clocks distributed to them, which may reduce the achievable linearity and significantly degrade the sampling performance. The fundamental challenge of existing mismatches estimator is getting rid of the interaction between the gain and timing mismatch effects. In this paper, two frequency bins are jointly considered, corresponding to which the linear phased vectors, generated by TI architecture, are studied in terms of their rotational relationships. The timing errors can be directly estimated without the impact of gain mismatch by making use of the fact that the rotational matrix only depends on the timing skew and the frequency spacing between these two frequency bins. Moreover, the presented method is robust to residual offset errors and system noise. The effectiveness of the proposed approach will be verified by the simulated radar echo data.
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基于子空间的时间交错ADC系统信道失配估计
时间交错(TI)结构是一种有希望同时实现高速采样率和高量化精度的方法。实现TIADC的主要瓶颈是通道adc之间的失调和增益不匹配以及分配给它们的时钟的时序倾斜,这可能会降低可实现的线性度并显着降低采样性能。现有失配估计方法面临的根本挑战是如何消除增益和时序失配效应之间的相互作用。本文将两个频率箱联合考虑,研究了TI体系结构产生的线性相矢量的旋转关系。利用旋转矩阵只依赖于时序倾斜和两个频率箱之间的频率间隔这一事实,可以在不受增益失配影响的情况下直接估计时序误差。此外,该方法对残差误差和系统噪声具有较强的鲁棒性。仿真雷达回波数据验证了该方法的有效性。
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