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基于距离分辨率的相干测风激光雷达仿真与分析

Simulation and Analysis of Coherent Wind Lidar Based on Range Resolution.

作者信息

Chen Jiaxin, Li Hong, Zhan Weiwei, Dong Yunkai, Wu Liheng, Wang Wenbo

机构信息

National Institute of Natural Hazards, Beijing 100085, China.

出版信息

Sensors (Basel). 2025 Apr 8;25(8):2344. doi: 10.3390/s25082344.

Abstract

The wind field, a critical atmospheric parameter, significantly influences climate, weather forecasting, aviation safety, and wind energy applications. The precise observation of wind fields is essential for improving weather predictions, studying climate change, ensuring aviation safety, and optimizing wind energy systems. Among the various wind field detection methods, coherent wind lidar technology stands out due to its superior detection range, accuracy, and robustness. However, the high-range resolution required for applications such as aircraft takeoff and landing or wind turbine region monitoring presents unique challenges in wind detection. To address the aforementioned challenges, this study established a modular coherent Doppler wind lidar simulation system. Unlike traditional single-module simulation approaches, this system achieves multi-parameter coupling analysis of laser emission under pulse modulation, atmospheric transmission, and wind speed inversion through integrated hardware-transmission-processing collaborative modeling. Subsequently, by adjusting key parameters of the system model, an in-depth analysis of wind speed inversion within a 1.2 km detection range was conducted, investigating the dual impacts of reducing pulse duration on both range resolution and wind speed measurement accuracy. Furthermore, a Mach-Zehnder modulator module was implemented in the radar hardware section to generate odd-even pulse pairs, while a differential correlation algorithm was introduced in the data processing module to enhance range resolution. Ultimately, wind speed measurements with a 4.5 m range resolution along the laser emission direction were achieved in simulations. Comparative analysis shows that pulse modulation techniques effectively reduce wind speed measurement errors caused by short-pulse methods, offering a reliable framework for practical wind field measurements.

摘要

风场作为一个关键的大气参数,对气候、天气预报、航空安全和风能应用有着重大影响。精确观测风场对于改善天气预报、研究气候变化、确保航空安全以及优化风能系统至关重要。在各种风场探测方法中,相干测风激光雷达技术因其卓越的探测范围、精度和稳健性而脱颖而出。然而,飞机起降或风力涡轮机区域监测等应用所需的高距离分辨率在风场探测中带来了独特的挑战。为应对上述挑战,本研究建立了一个模块化相干多普勒测风激光雷达仿真系统。与传统的单模块仿真方法不同,该系统通过硬件 - 传输 - 处理协同建模实现了脉冲调制下激光发射、大气传输和风速反演的多参数耦合分析。随后,通过调整系统模型的关键参数,对1.2千米探测范围内的风速反演进行了深入分析,研究了缩短脉冲持续时间对距离分辨率和风速测量精度的双重影响。此外,在雷达硬件部分实现了马赫 - 曾德尔调制器模块以生成奇偶脉冲对,同时在数据处理模块中引入了差分相关算法以提高距离分辨率。最终,在仿真中实现了沿激光发射方向4.5米距离分辨率的风速测量。对比分析表明,脉冲调制技术有效降低了短脉冲方法引起的风速测量误差,为实际风场测量提供了可靠的框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c413/12031122/1387e7338672/sensors-25-02344-g001.jpg

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