利用广义最大旁瓣衰减窗进行频率估计的A/D量化对可再生能源系统的影响

J. Borkowski, D. Kania
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引用次数: 0

摘要

本文介绍了一种基于GMSD时间窗、FFT过程和频谱三点的A/D转换器比特数b对频率估计误差的影响。估计误差与2^b和测量窗口内样本数N的平方根成反比。在实际应用中,给出了b在8 ~ 24范围内和N在32 ~ 2048范围内的模拟结果。提出了估计误差的粗略上限方程,用于确定精度和实时应用中A/D转换器的选择。
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Influence of A/D quantization in a renewable energy system using Generalized Maximum Sidelobe Decay windows for the frequency estimation
This paper presents the influence of the number of A/D converter bits b on frequency estimation errors in a new method based on GMSD time windows, the FFT procedure and three points of the spectrum. Estimation errors are inversely proportional to 2^b and to the square root of the number of samples N in the measurement window. Simulation results are presented for practical applications for b in the range from 8 to 24 and N in the range from 32 to 2048. Proposed equations for rough upper limits of estimation errors allow to determine the accuracy and choose the A/D converter in the real time application.
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