首页 | 本学科首页   官方微博 | 高级检索  
     检索      

基于时频集中度指标的多旋翼无人机微动特征参数估计方法
引用本文:宋晨,周良将,吴一戎,丁赤飚.基于时频集中度指标的多旋翼无人机微动特征参数估计方法[J].电子与信息学报,2020,42(8):2029-2036.
作者姓名:宋晨  周良将  吴一戎  丁赤飚
作者单位:1.微波成像技术重点实验室 北京 1001902.中国科学院电子学研究所 北京 1001903.中国科学院大学 北京 100049
摘    要:无人机旋翼转动产生的微多普勒调制能够反映此类目标的微动特性,准确估计无人机旋翼长度、转动频率对于无人机的检测与识别具有重要意义。该文针对调频连续波体制雷达,提出一种基于时频集中度指标(CTF)的多旋翼无人机微动特征参数估计方法,推导了无人机旋翼微动特征参数与微多普勒分量信号参数之间的映射关系,在时频旋转域基于时频集中度指标,提高了各微动分量的区分度,相比于传统方法,提高了多分量微多普勒信号的参数估计精度,在低信噪比环境下也具有很好的鲁棒性。通过仿真和实际场景实验验证了方法的有效性。

关 键 词:目标识别    微多普勒    时频集中度    参数估计
收稿时间:2019-04-30

An Estimation Method of Micro-movement Parameters of UAV Based on The Concentration of Time-Frequency
Chen SONG,Liangjiang ZHOU,Yirong WU,Chibiao DING.An Estimation Method of Micro-movement Parameters of UAV Based on The Concentration of Time-Frequency[J].Journal of Electronics & Information Technology,2020,42(8):2029-2036.
Authors:Chen SONG  Liangjiang ZHOU  Yirong WU  Chibiao DING
Institution:1.Science and Technology on Microwave Imaging Laboratory, Beijing 100190, China2.Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China3.University of Chinese Academy of Sciences, Beijing 100049, China
Abstract:The micro-Doppler modulation generated by the rotor rotation of UAV can reflect the micro-movement characteristics of such targets. Accurately estimating the rotor length and rotation frequency of the UAV is of great significance for UAV detection and recognition. In this paper, a method for estimating micro-movement parameters of multi-rotor UAV based on Concentration of Time-Frequency (CTF) is proposed for FMCW radar system. The mapping relationship between dynamic parameters of UAV rotor and signal parameters of micro-Doppler component is deduced. Based on time-frequency concentration index in time-frequency rotation domain, the discrimination of micro-motion components is improved. Compared with the traditional methods, the proposed method can improve the accuracy of multi-component micro-Doppler parameter. Furthermore, it has good robustness in low SNR. The validity of the method is verified by simulation and field test.
Keywords:
点击此处可从《电子与信息学报》浏览原始摘要信息
点击此处可从《电子与信息学报》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号