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SNR Degradation in Undersampled Phase Measurement Systems

机译:欠采样相位测量系统中的SNR下降

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摘要

A wide range of measuring applications rely on phase estimation on sinusoidal signals. These systems, where the estimation is mainly implemented in the digital domain, can generally benefit from the use of undersampling to reduce the digitizer and subsequent digital processing requirements. This may be crucial when the application characteristics necessarily imply a simple and inexpensive sensor. However, practical limitations related to the phase stability of the band-pass filter prior digitization establish restrictions to the reduction of noise bandwidth. Due to this, the undersampling intensity is practically defined by noise aliasing, taking into account the amount of signal-to-noise ratio (SNR) reduction caused by it considering the application accuracy requirements. This work analyzes the relationship between undersampling frequency and SNR reduction, conditioned by the stability requirements of the filter that defines the noise bandwidth before digitization. The effect of undersampling is quantified in a practical situation where phase differences are measured by in-phase and quadrature (I/Q) demodulation for an infrared ranging application.
机译:广泛的测量应用都依赖于正弦信号的相位估计。这些系统主要在数字域中进行估算,这些系统通常可以受益于欠采样的使用,从而减少了数字化仪和后续数字处理的需求。当应用特性必然暗示着简单且廉价的传感器时,这可能至关重要。然而,与在数字化之前的带通滤波器的相位稳定性有关的实际限制对减小噪声带宽建立了限制。因此,考虑到应用精度要求,欠采样强度实际上是由噪声混叠定义的,同时考虑到由其引起的信噪比(SNR)降低量。这项工作分析了欠采样频率与SNR降低之间的关系,该关系取决于滤波器的稳定性要求,该要求定义了数字化之前的噪声带宽。在实际情况下,对于通过红外测距应用通过同相和正交(I / Q)解调来测量相位差的情况,可以量化欠采样的影响。

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