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An image filter based on primary frequency analysis to improve the bit error rate in holographic data storage systems

机译:一种基于一次频率分析的图像滤波器,可提高全息数据存储系统的误码率

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摘要

The primary frequency analysis method is proposed to design an image filter for applications in holographic data storage systems that use a Nyquist aperture. We designed the filter by analyzing the frequency of the data patterns, requiring neither the point spread function of the system nor iteration. The component frequencies that constitute the data pattern were calculated, and the modulation transfer function (MTF) determines that the primary frequency components was boosted. This filter boosts the primary frequency region where the modulation transfer function (MTF) < 0.5 to reduce the bit error rate (BER). The performance of the designed image filter was verified by both simulation and experimentation. The proposed system exhibited an improvement in BER from 0.0215 to 0.0070 for a Nyquist factor of 1.1 and from 0.0061 to 0.0017 for a Nyquist factor of 1.2. These results are expected to contribute to the design of holographic data image filters.
机译:提出了主频率分析方法来设计一种图像滤波器,以用于使用奈奎斯特孔径的全息数据存储系统中。我们通过分析数据模式的频率来设计滤波器,既不需要系统的点扩展功能,也不需要迭代。计算出构成数据模式的分量频率,并且调制传递函数(MTF)确定主频率分量得到了提升。该滤波器提高了调制传递函数(MTF)<0.5的主频率区域,以降低误码率(BER)。仿真和实验均验证了所设计图像滤波器的性能。拟议的系统在1.1的奈奎斯特系数下显示出BER从0.0215改善到0.0070,在1.2的奈奎斯特系数下显示从0.0061改善到0.0017。预期这些结果将有助于全息数据图像滤波器的设计。

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