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基于小波变换的激光水下测距 被引量:5

Laser underwater ranging based on wavelet transform
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摘要 提出一种基于小波变换思想的水下测距方法.根据信号的能量一致性以及小波的带通滤波特性,并以二元样条插值为架构,实现信号的时频结合.该方法先将时域信号进行小波时域分解滤波,获得较为完整的时域有效信息,然后对初步处理的时域信号进行小波频域分解,通过找寻信号时频域对应的能量最值位置锁定目标,实现精确测距目的.进行不同衰减长度水体的连续光水下测距实验,分析该方法对连续光水下探测的影响.经实验验证,该测距方法在输出功率2.3 W内,成功实现对8个衰减长度内目标的准确测量,其测距精度小于1 cm. This paper proposes an underwater ranging method based on wavelet transform.First,according to the band-pass filtering characteristics of the wavelet transform,the time-domain signal is decomposed in the frequency domain.The wavelet basis functions with high similarity are established.These wavelet basis functions contain complete frequency domain information of time-domain signals.This method can improve the ability to decompose frequency domain of time-domain signals and extract the information about the effective frequency domain.Then,using the multiple frequency domain decomposition approximations,the effective frequency domain information contained in the time domain signal is completely extracted.The time-frequency signal of wavelet time-frequency fusion ranging takes the energy consistency of the time-frequency domain signal as the link and uses the binary spline interpolation structure to realize the time-frequency combination of the signal.In this method,the time-domain signal is first decomposed and filtered by wavelet time-domain to obtain more complete time-domain effective information.But at this time,the time-domain signal is the superimposed form of frequency-domain information,so the energy domain information contained in the time-frequency signal is decomposed into the wavelet frequency domain through the binary spline interpolation,and the energy expression form of the time-frequency signal can be obtained.The target is locked by finding the position of the maximum value of energy corresponding to the time-frequency domain of the signal to achieve the purpose of precise ranging.By performing the wavelet multi-layer time-domain decomposition filtering first,the frequency domain decomposition range can be effectively reduced,thereby avoiding data redundancy and reducing the ability to realize the effective frequency domain resolution.By using this method we successively carry out continuous light underwater ranging experiments with different attenuation length water bodies and different modulation frequencies,and analyze the influence of this method on continuous light underwater detection.Experiments verify that this ranging method successfully achieves the accurate measurement of targets within 8 attenuation lengths within an output power of 2.3 W,and its ranging accuracy is less than 1 cm;the use of wavelet time-frequency fusion ranging can pass the frequency domain energy decomposition capability enhancement,to a certain extent,compensates for the measurement error caused by the significant attenuation of the effective signal.Therefore,the ranging method can be applied to signals with complex frequency domain information or including a bandwidth.
作者 刘欣宇 杨苏辉 廖英琦 林学彤 Liu Xin-Yu;Yang Su-Hui;Liao Ying-Qi;Lin Xue-Tong(School of Optics and Photonics,Beijing Institute of Technology,Beijing 100081,China;Key Laboratory of Information Photonics Technology,Ministry of Industry and Information Technology,Beijing Institute of Technology,Beijing 100081,China)
出处 《物理学报》 SCIE EI CAS CSCD 北大核心 2021年第18期162-170,共9页 Acta Physica Sinica
基金 国家自然科学基金(批准号:61835001)资助的课题.
关键词 小波变换 水下测距 带通滤波 时频结合 wavelet transform underwater ranging band-pass filtering time-frequency combination
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