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Photonic Compressive Sensing Enabled Data Efficient Time Stretch Optical Coherence Tomography

机译:光子压缩检测启用数据有效的时间拉伸光学相干断层扫描

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Photonic time stretch (PTS) has enabled real time spectral domain optical coherence tomography (OCT). However, this method generates a torrent of massive data at GHz stream rate, which requires capturing as per Nyquist principle. If the OCT interferogram signal is sparse in Fourier domain, which is always true for samples with limited number of layers, it can be captured at lower (sub-Nyquist) acquisition rate as per compressive sensing method. In this work we report a data compressed PTS-OCT system based on photonic compressive sensing with 66% compression with low acquisition rate of 50MHz and measurement speed of 1.51MHz per depth profile. A new method has also been proposed to improve the system with all-optical random pattern generation, which completely avoids electronic bottleneck in traditional binary pseudorandom binary sequence (PRBS) generators.
机译:光子时间拉伸(PTS)启用了实时光谱域光学相干断层扫描(OCT)。然而,该方法在GHz流速率下产生大规模数据的洪流,这需要根据奈奎斯特原则捕获。如果OCT干涉图信号在傅里叶域中稀疏,则对于具有有限数量的层的样本始终为真,如果按照压缩传感方法,可以以较低(亚奈奎斯特)采集速率捕获。在这项工作中,我们报告了基于光子压缩感测的数据压缩PTS-OCT系统,其压缩66%压缩,采集率为50MHz,测量速度为1.51MHz。还提出了一种新的方法来改善具有全光随机模式生成的系统,它完全避免了传统二元伪随机二进制序列(PRB)发电机中的电子瓶颈。

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