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Distributed sparse signal sensing based on compressive sensing OFDR

机译:基于压缩感应的分布式稀疏信号检测

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摘要

The maximum detectable vibration frequency of an optical frequency domain reflectometry (OFDR) system is limited by the tunable rate of the laser source. Unlike uniform sampling with the time-resolved method, the sampling frequency is randomly modulated so that the vibration signal applied on the interrogation fiber is sampled by a multi-frequency sub-Nyquist sampling method and reconstructed by the compressive sensing technique. First, we give a full treatment to prove that the proposed method has the same performance as the conventional method. Second, in a further proof-of-concept experiment, the measurable frequency of a sparse signal is achieved up to 200 Hz with a sweeping rate of 40 nm/s. This method can recover the vibration signal with sampling rates less than that required by the Nyquist sampling theory, which is a significant step toward a high-performance OFDR system, especially for evaluating the intrinsic frequency of the object's structural condition. (C) 2020 Optical Society of America
机译:光学频域反射率(OFDR)系统的最大可检测振动频率受激光源的可调速率受限。与用时间分辨方法的均匀采样不同,采样频率随机调制,使得在询问光纤上施加的振动信号被多频分奈奎斯特采样方法采样,并由压缩传感技术重建。首先,我们提供完整的治疗方法,以证明所提出的方法具有与传统方法相同的性能。其次,在进一步的概念证据实验中,稀疏信号的可测量频率可实现高达200 Hz,扫描速率为40nm / s。该方法可以恢复与奈奎斯特采样理论所需的采样率的振动信号,这是朝向DR系统的高性能的重要一步,特别是用于评估物体结构条件的内在频率。 (c)2020美国光学学会

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  • 来源
    《Optics Letters》 |2020年第12期|共4页
  • 作者单位

    Shandong Univ Sch Informat Sci &

    Engn Qingdao 266237 Peoples R China;

    Shandong Univ Sch Informat Sci &

    Engn Qingdao 266237 Peoples R China;

    Shandong Univ Ctr Opt Res &

    Engn Qingdao 266237 Peoples R China;

    Shandong Univ Sch Informat Sci &

    Engn Qingdao 266237 Peoples R China;

    Shandong Univ Sch Informat Sci &

    Engn Qingdao 266237 Peoples R China;

    Shandong Univ Sch Informat Sci &

    Engn Qingdao 266237 Peoples R China;

    Shandong Univ Sch Informat Sci &

    Engn Qingdao 266237 Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计量学;光学;
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