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

机译:用于时间交错ADC系统的基于子空间的通道失配估计器

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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.
机译:具有几个缓慢但准确的子ADC并行的时间交错(TI)架构是一种有前途的方法,可以同时实现高速采样率和高量化精度。实现TIADC的主要瓶颈是通道ADC之间的失配(例如失调和增益失配)以及分配给它们的时钟的时序偏斜,这可能会降低可实现的线性度并显着降低采样性能。现有失配估计器的基本挑战是摆脱增益和时序失配效应之间的相互作用。在本文中,两个频点被共同考虑,对应于TI架构生成的线性相位矢量,研究了它们的旋转关系。利用旋转矩阵仅取决于时序偏斜和这两个频率仓之间的频率间隔这一事实,可以直接估计时序误差而不受增益失配的影响。而且,所提出的方法对于残余偏移误差和系统噪声是鲁棒的。仿真雷达回波数据将验证所提方法的有效性。

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