光学学报, 2024, 44 (5): 0507001, 网络出版: 2024-03-19  

激光多普勒测振啁啾噪声分析及其抑制方法

Chirp Noise Analysis in Laser Doppler Vibration Measurement and Its Suppression Methods
作者单位
1 中国科学院空天创新信息研究院,北京 100094
2 中国科学院大学光电学院,北京 100049
摘要
根据外差激光多普勒测振过程的物理原理,分析了其在目标存在低频高速运动情况下测量高频低速振动的过程。在这一过程中,因杂散光而产生的测量噪声表现出啁啾特性,该研究还阐明了这种噪声的影响和表现形式、特点。针对此啁啾噪声,提出了一种微分预处理解调方法,理论分析表明这种解调方法有明显的啁啾噪声抑制效果,并进一步进行了仿真和实验验证。搭建了存在杂散光的外差激光多普勒测振系统,对目标振动进行了测量,分别通过常规解调方法和微分预处理解调方法进行解调,实验结果验证了啁啾噪声的存在和微分预处理解调方法抑制啁啾噪声的有效性,该方法可使啁啾噪声功率下降约81.8%,可有效降低杂散光对测量结果的影响。
Abstract
Objective

Based on the physical principle of the heterodyne laser Doppler vibration measurement process, we analyze the measurement process of high-frequency and low-speed movement in the presence of low-frequency and high-speed background movement. In the process, the measurement noise generated by the presence of stray light exhibits chirp characteristics, with the effects and patterns of chirp noise explained. In response to the chirp noise, we propose a derivative preprocessing method for demodulation. The theoretical analysis shows the method exerts a significant effect on suppressing chirp noise, which is verified by simulations and experiments. Meanwhile, we set a heterodyne laser Doppler vibration measurement system with stray light and measure the target vibration. The normal method and derivative preprocessing method are adopted respectively for demodulation. The experimental results verify the existence of chirp noise and the effectiveness of the derivative preprocessing method in suppressing chirp noise, which decreases the chirp noise power by about 81.8%. The method can effectively reduce the influence of stray light on vibration measurement.

Heterodyne laser Doppler vibration measurement technology is a widely adopted non-contact and non-destructive movement measurement method, with the advantages of fast response speed and high resolution. It has a strong detection ability for single frequency movement and can quickly identify the characteristic frequency of target movement. However, in the presence of low-frequency high-speed background movement, the measurement of high-frequency low-speed movement is severely affected by chirp noise, which is caused by stray light and closely related to low-frequency high-speed background movement. The chirp noise can seriously affect the measurement of high-frequency low-speed movement, with errors even reaching tens of times larger than those of real movement. There is a lack of research on the principle of chirp noise caused by stray light and suppression methods of chirp noise. We deeply analyze the principle of chirp noise caused by stray light and propose a novel demodulation method called the derivative preprocessing method (DPM). This demodulation method is easy to implement and exhibits a good effect for suppressing chirp noise. This demodulation method is expected to provide a reliable noise suppression method for measuring high-frequency low-speed movement in the presence of low-frequency high-speed background movement. This plays a significant role in analyzing high-frequency vibration modes of precision devices in some special measurement scenarios, such as in the presence of background movement.

Methods

Our study consists of theoretical analysis, simulation, and experimental verification. Firstly, the working principle and demodulation method of the heterodyne laser Doppler vibration measurement system, which is in the presence of stray light, are deeply analyzed. According to the analysis, the stray light would generate chirp noise in the process of normal demodulation method (ARCTAN). Based on the generation and characteristics of the chirp noise, a new demodulation method DPM is proposed. Then, the influence of chirp noise on the measurement of target movement velocity and the effect of DPM on chirp noise suppression are simulated. In the simulation, a low-frequency sinusoidal movement is utilized as the background movement, while a high-frequency sinusoidal movement is employed as the target movement. In the simulation, the background movement generates corresponding chirp noise to affect demodulation results severely. The normal demodulation method DPM is leveraged to restore the target movement by demodulating the overall movement and performing high-pass filtering. Finally, a heterodyne laser Doppler vibration measurement experiment is conducted to utilize a piezoelectric ceramic plate fixed on the pendulum device. In the experiment, the piezoelectric ceramic plate vibrates at a single and high frequency, which is regarded as the target movement, and the pendulum's movement is considered as the background movement. According to the experiment results, the existence of chirp noise is verified, and the DPM suppresses the chirp noise too.

Results and Discussions

In the process of the normal demodulation method (ARCTAN), the cause of chirp noise is the combination of stray light and background movement. The frequency of chirp noise changes in real time with the background movement speed, and specifically, it is proportional to the absolute speed of background movement and inversely proportional to the laser wavelength (Formula 11). When the background movement is low-frequency high-speed movement and the target movement is high-frequency low-speed movement, the chirp noise will seriously affect the measurement of high-frequency part movement [Fig. 2(b)]. Compared with the normal demodulation method, DPM can effectively restore target movement [Fig. 2(c)], but will generate erroneous velocity spikes in the positions that are near zero speed locations. Since adopting the normal demodulation method's results to partly replace the demodulation results of the DPM at the corresponding positions (near zero speed locations), the velocity spikes can be suppressed, and the demodulation results approach target movement more closely. In the experiment, the background movement of the pendulum indeed generates corresponding chirp noise [Figs. 4(a) and (b)], and DPM can effectively suppress the chirp noise [Fig. 4(c)]. DPM has a significant suppression effect on chirp noise, which reduces the power of chirp noise by about 81.8% at the peak of the chirp noise (Fig. 5).

Conclusions

The principle of heterodyne laser Doppler vibration measurement is deeply analyzed. It is pointed out that chirp noise is generated due to stray light and background movement. The frequency of the chirp noise changes in real time with the background movement speed, which is proportional to the absolute background movement speed and inversely proportional to the laser wavelength. Simulations and experiments have confirmed the existence of chirp noise and its frequency variation pattern. A novel demodulation method DPM has been proposed for this type of chirp noise. Simulations and experiments prove that DPM can effectively suppress chirp noise. Above the target movement frequency, the chirp noise power can be reduced by about 81.8%.

王亚豪, 沈杨翊, 孔新新, 张文喜. 激光多普勒测振啁啾噪声分析及其抑制方法[J]. 光学学报, 2024, 44(5): 0507001. Yahao Wang, Yangyi Shen, Xinxin Kong, Wenxi Zhang. Chirp Noise Analysis in Laser Doppler Vibration Measurement and Its Suppression Methods[J]. Acta Optica Sinica, 2024, 44(5): 0507001.

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