A cross-correlation driven adaptive dual-domain enhancement method for OCMSI measurement

IF 3.7 2区 工程技术 Q2 OPTICS
Yu Hao, Zhen Zhang, Yulei Cao, Yuqi Ren, Jianwei Zhang, Zefeng Sun, Jiehu Kang, Wenbo Zheng, Wu Bin
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引用次数: 0

Abstract

Optical carrier microwave scanning interferometry (OCMSI) is a new precision laser ranging method. However, conventional demodulation techniques are incapable of efficiently extracting useful signals from low Signal-to-Noise Ratio (SNR) signals, resulting in serious decrease of ranging accuracy. In this paper, a cyclic inter-correlation method based on combining time and frequency domains is proposed, which aims to facilitate the demodulation of OCMSI distance signals in scenarios characterized by low signal-to-noise ratios, with a concomitant emphasis on both precision and stability. Firstly, the amplitude-frequency spectrum of the interference signal is extracted through a microwave frequency scanning process integrated with synchronous demodulation. Subsequently, the inverse discrete Fourier transform (IDFT) is applied to the interference spectrum to generate the optimal reference signal, after which the mutual correlation function is computed to synthesize the enhanced reference signal. This cross-domain processing strategy effectively isolates and enhances interference signatures for subsequent noise suppression and error compensation. Preliminary simulations offer compelling evidence for the feasibility and efficacy of the proposed methodology. The experimental results show that the ranging accuracy of the algorithm is better than ± 50 μm, and it is improved by 50 % compared with the traditional direct processing method, which proves that the method has good effectiveness and robustness.
一种互相关驱动自适应双域增强OCMSI测量方法
光载波微波扫描干涉法是一种新型的精密激光测距方法。然而,传统的解调技术无法有效地从低信噪比信号中提取有用信号,导致测距精度严重下降。本文提出了一种基于时频域结合的循环互相关方法,旨在促进OCMSI距离信号在低信噪比场景下的解调,同时强调精度和稳定性。首先,采用微波扫描和同步解调相结合的方法提取干扰信号的幅频频谱;然后对干扰谱进行离散傅里叶反变换(IDFT)生成最优参考信号,再计算相互相关函数合成增强参考信号。这种跨域处理策略有效地隔离和增强了干扰特征,为后续的噪声抑制和误差补偿提供了基础。初步的模拟为所提出的方法的可行性和有效性提供了令人信服的证据。实验结果表明,该算法的测距精度优于±50 μm,与传统的直接处理方法相比提高了50%,证明了该方法具有良好的有效性和鲁棒性。
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来源期刊
Optics and Lasers in Engineering
Optics and Lasers in Engineering 工程技术-光学
CiteScore
8.90
自引率
8.70%
发文量
384
审稿时长
42 days
期刊介绍: Optics and Lasers in Engineering aims at providing an international forum for the interchange of information on the development of optical techniques and laser technology in engineering. Emphasis is placed on contributions targeted at the practical use of methods and devices, the development and enhancement of solutions and new theoretical concepts for experimental methods. Optics and Lasers in Engineering reflects the main areas in which optical methods are being used and developed for an engineering environment. Manuscripts should offer clear evidence of novelty and significance. Papers focusing on parameter optimization or computational issues are not suitable. Similarly, papers focussed on an application rather than the optical method fall outside the journal''s scope. The scope of the journal is defined to include the following: -Optical Metrology- Optical Methods for 3D visualization and virtual engineering- Optical Techniques for Microsystems- Imaging, Microscopy and Adaptive Optics- Computational Imaging- Laser methods in manufacturing- Integrated optical and photonic sensors- Optics and Photonics in Life Science- Hyperspectral and spectroscopic methods- Infrared and Terahertz techniques
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