Hardware‐Efficient FMCW Laser Ranging Beyond the Coherence Length Approaching the Wiener Phase Noise Limit

IF 9.7 1区 物理与天体物理 Q1 OPTICS
Xiuyuan Sun,Zhongyang Xu,Sihan Qi,Guangkui Tao,Qingbo Liu,Yuhang Li,Min Xue,Changyuan Yu,Shilong Pan
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引用次数: 0

Abstract

ABSTRACT Coherent ranging based on frequency‐modulated continuous‐wave (FMCW) lasers is highly promising for autonomous systems. However, the high‐cost laser source hinders the large‐scale deployment of FMCW lidar, which requires both narrow linewidth and large tuning bandwidth. With increasing computational power, digital parameter estimation offers an alternative solution to overcome the laser phase noise, thereby paving the way for low‐cost FMCW lidar. Here, we propose a model‐driven estimation framework that enables high‐precision FMCW ranging beyond the coherence length limit with high hardware efficiency. The optical phase is precisely tracked and recovered without pilots or auxiliary interferometers. Laser ranging beyond the coherence length is realized with a low‐cost 2‐MHz distributed feedback (DFB) laser. A ranging precision of 2.53 cm (1‐ms averaging time) can be achieved at twice the coherence length. The dynamic range is around 63 dB that is 24 dB higher than the conventional method. The length of a 1‐km fiber can be measured with centimeter‐level precision using the low‐cost DFB laser. The precision is only 3 dB higher than the Bayesian Cramér‐Rao lower bound. The method provides a hardware‐efficient solution for low‐cost and high‐precision FMCW lidar, paving the way for large‐scale applications.
超过相干长度接近维纳相位噪声极限的硬件高效FMCW激光器
基于调频连续波(FMCW)激光器的相干测距技术在自主系统中具有很高的应用前景。然而,高成本的激光源阻碍了FMCW激光雷达的大规模部署,这需要窄线宽和大调谐带宽。随着计算能力的提高,数字参数估计为克服激光相位噪声提供了另一种解决方案,从而为低成本FMCW激光雷达铺平了道路。在这里,我们提出了一个模型驱动的估计框架,该框架可以在高硬件效率的情况下实现超过相干长度限制的高精度FMCW。光学相位是精确跟踪和恢复没有导航或辅助干涉仪。用低成本的2 MHz分布反馈(DFB)激光器实现了超过相干长度的激光测距。在两倍相干长度下,可实现2.53 cm(平均时间为1 ms)的测距精度。动态范围约为63 dB,比传统方法高24 dB。使用低成本的DFB激光器可以以厘米级精度测量1公里光纤的长度。精度仅比贝叶斯cramsamr - Rao下限高3db。该方法为低成本、高精度的FMCW激光雷达提供了一种硬件高效的解决方案,为大规模应用铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
14.20
自引率
5.50%
发文量
314
审稿时长
2 months
期刊介绍: Laser & Photonics Reviews is a reputable journal that publishes high-quality Reviews, original Research Articles, and Perspectives in the field of photonics and optics. It covers both theoretical and experimental aspects, including recent groundbreaking research, specific advancements, and innovative applications. As evidence of its impact and recognition, Laser & Photonics Reviews boasts a remarkable 2022 Impact Factor of 11.0, according to the Journal Citation Reports from Clarivate Analytics (2023). Moreover, it holds impressive rankings in the InCites Journal Citation Reports: in 2021, it was ranked 6th out of 101 in the field of Optics, 15th out of 161 in Applied Physics, and 12th out of 69 in Condensed Matter Physics. The journal uses the ISSN numbers 1863-8880 for print and 1863-8899 for online publications.
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