Fourier domain-based iterative predistortion method for high-repetition-rate optical linear frequency sweep

IF 5.6 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Measurement Pub Date : 2025-02-28 Epub Date: 2024-12-25 DOI:10.1016/j.measurement.2024.116583
Guomeng Zuo , Qijie Xie , Quanxin Na , Xiaoqi Zhu , Huabei Liu , Fang Zhao , Yingbin Xu , Dongwei Zhuang , Hao Zhang , Lei Wang , Junfeng Song , Liyang Shao
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Abstract

The high frame rates and dense point clouds required by frequency-modulated continuous wave (FMCW) LiDAR necessitate high-repetition-rate laser frequency sweeps. However, limited research has addressed the predistortion of frequency-swept lasers (FSL) operating at high repetition rates. Here, we propose a Fourier-domain-based iterative predistortion (IPD-FD) method to achieve precise linearization of the swept laser frequency. This approach optimizes a sequence of Fourier series to generate the desired voltage waveform. To mitigate the end effects during instantaneous frequency extraction, a moving average technique is employed, significantly enhancing the stability of iterative convergence. We evaluated the predistortion method across varying repetition rates and sweep bandwidths, demonstrating that the mean 1-r2 remains at the order of 10−7. Compared to temporal correction methods focused on specific regions of interest (ROI), the proposed method offers superior waveform matching across both ROI and non-ROI regions, thereby improving the overall stability of predistortion. Finally, ranging experiments conducted over a distance of 174 m yielded a precision of 4.8 mm. These results highlight the effectiveness of the IPD-FD method in linearizing FSL at high repetition rates, paving the way for its application in FMCW LiDAR systems requiring dense point clouds and high-resolution performance.
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基于傅立叶域的高重复率光学线性扫频迭代预失真方法
调频连续波(FMCW)激光雷达需要高帧率和密集的点云,因此需要高重复率的激光扫频。然而,关于扫频激光器(FSL)在高重复频率下工作的预失真问题的研究有限。在这里,我们提出了一种基于傅里叶域的迭代预失真(IPD-FD)方法来实现扫描激光频率的精确线性化。这种方法优化了傅立叶级数序列以产生所需的电压波形。为了减轻瞬时频率提取过程中的末端效应,采用了移动平均技术,显著提高了迭代收敛的稳定性。我们在不同的重复率和扫描带宽下评估了预失真方法,表明平均1-r2保持在10−7的数量级。与聚焦于特定感兴趣区域(ROI)的时间校正方法相比,该方法在感兴趣区域和非感兴趣区域都提供了更好的波形匹配,从而提高了预失真的整体稳定性。最后,在174米的距离上进行测距实验,获得了4.8毫米的精度。这些结果突出了IPD-FD方法在高重复率下线性化FSL的有效性,为其在需要密集点云和高分辨率性能的FMCW激光雷达系统中的应用铺平了道路。
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来源期刊
Measurement
Measurement 工程技术-工程:综合
CiteScore
10.20
自引率
12.50%
发文量
1589
审稿时长
12.1 months
期刊介绍: Contributions are invited on novel achievements in all fields of measurement and instrumentation science and technology. Authors are encouraged to submit novel material, whose ultimate goal is an advancement in the state of the art of: measurement and metrology fundamentals, sensors, measurement instruments, measurement and estimation techniques, measurement data processing and fusion algorithms, evaluation procedures and methodologies for plants and industrial processes, performance analysis of systems, processes and algorithms, mathematical models for measurement-oriented purposes, distributed measurement systems in a connected world.
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