Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT

被引:22
作者
Pang, Cunsuo [1 ]
Han, Yan [1 ]
Hou, Huiling [1 ]
Liu, Shengheng [2 ]
Zhang, Nan [3 ]
机构
[1] North Univ China, Natl Key Lab Elect Measurement Technol, Taiyuan 030051, Peoples R China
[2] Beijing Inst Technol, Sch Informat & Elect, Beijing 10081, Peoples R China
[3] Second Res Acad CASIC, Syst Design Dept 2, Beijing 100854, Peoples R China
关键词
Micro Doppler frequency; short-time fractional order Fourier transformation; multi-order matching; order selection; FRACTIONAL FOURIER-TRANSFORM; PARAMETER-ESTIMATION; TARGET; RADAR; SIGNATURES; MICROMOTION;
D O I
10.3390/s16101559
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper proposes a time-frequency algorithm based on short-time fractional order Fourier transformation (STFRFT) for identification of a complicated movement targets. This algorithm, consisting of a STFRFT order-changing and quick selection method, is effective in reducing the computation load. A multi-order STFRFT time-frequency algorithm is also developed that makes use of the time-frequency feature of each micro-Doppler component signal. This algorithm improves the estimation accuracy of time-frequency curve fitting through multi-order matching. Finally, experiment data were used to demonstrate STFRFT's performance in micro-Doppler time-frequency analysis. The results validated the higher estimate accuracy of the proposed algorithm. It may be applied to an LFM (Linear frequency modulated) pulse radar, SAR (Synthetic aperture radar), or ISAR (Inverse synthetic aperture radar), for improving the probability of target recognition.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Signal Processing in Micro-Doppler Image Based Concealed Dangerous Object Detection
    Di, Xin
    Zhang, Zhaoyu
    Xu, Yi
    Li, Lei
    Tian, Jun
    2019 INTERNATIONAL CONFERENCE ON ELECTRONICS, INFORMATION, AND COMMUNICATION (ICEIC), 2019, : 78 - 81
  • [32] Micro-Doppler Signal Analysis Based on the Generalized S Transform for Radar Targets
    Wang Jun
    Lei Peng
    Sun Jinping
    Mao Shiyi
    CHINESE JOURNAL OF ELECTRONICS, 2010, 19 (04): : 769 - 774
  • [33] Radar Micro-Doppler Simulations of Classification Capability with Frequency
    Tahmoush, Dave
    Silvious, Jerry
    RADAR SENSOR TECHNOLOGY XVI, 2012, 8361
  • [34] PARAMETER ESTIMATION OF WALKING HUMAN BASED ON MICRO-DOPPLER
    Sun, Zhongsheng
    Wang, Jun
    Yuan, Changshun
    Bi, Yanxian
    Xiang, Hong
    2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 1934 - 1937
  • [35] Doppler Frequency Estimation by Parameterized Time-Frequency Transform and Phase Compensation Technique
    Dong, Xingjian
    Chen, Shiqian
    Xing, Guanpei
    Peng, Zhike
    Zhang, Wenming
    Meng, Guang
    IEEE SENSORS JOURNAL, 2018, 18 (09) : 3734 - 3744
  • [36] Precise recognition of warhead and decoy based on components of micro-Doppler frequency curves
    Guo KunYi
    Sheng XinQing
    SCIENCE CHINA-INFORMATION SCIENCES, 2012, 55 (04) : 850 - 856
  • [37] Human micro-Doppler frequency estimation method based on continuous wave radar
    Ding Y.
    Liu R.
    Xu X.
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2022, 53 (04): : 1273 - 1280
  • [38] Extracting Micro-Doppler Features from Multi-Rotor Unmanned Aerial Vehicles Using Time-Frequency Rotation Domain Concentration
    Hong, Tao
    Li, Yi
    Fang, Chaoqun
    Dong, Wei
    Chen, Zhihua
    DRONES, 2024, 8 (01)
  • [39] Separation of Human Micro-Doppler Signals Based on Short-Time Fractional Fourier Transform
    Qiao, Xingshuai
    Shan, Tao
    Tao, Ran
    Bai, Xia
    Zhao, Juan
    IEEE SENSORS JOURNAL, 2019, 19 (24) : 12205 - 12216
  • [40] An estimation method of Unmanned Aerial Vehicle rotor spin frequency based on laser micro-Doppler effect
    Zhang, Jianlong
    Dai, Xin
    Zhang, Yong
    Li, Dongmei
    Han, Yi
    Yang, Zhen
    Liu, Xue
    Zhang, Yiwei
    OPTICS COMMUNICATIONS, 2023, 526