High-accuracy pulsar time delay estimation using an FrFT-based GCC

被引:3
|
作者
Rao, Yuan [1 ]
Kang, Zhiwei [1 ]
Liu, Jin [2 ,3 ]
Ma, Xin [4 ]
Gui, Mingzhen [4 ]
机构
[1] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Hunan, Peoples R China
[2] Wuhan Univ Sci & Technol, Coll Informat Sci & Engn, Wuhan 430081, Hubei, Peoples R China
[3] Wuhan Univ Sci & Technol, Engn Res Ctr Met Automat & Measurement Technol, Minist Educ, Wuhan 430081, Hubei, Peoples R China
[4] Beihang Univ, Coll Instrument Sci & Opto Elect Engn, Beijing 100191, Peoples R China
来源
OPTIK | 2019年 / 181卷
基金
中国国家自然科学基金;
关键词
Time delay estimation; X-ray pulsars; Generalized cross-correlation; Fractional Fourier transform; FOURIER-TRANSFORM;
D O I
10.1016/j.ijleo.2018.12.087
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
To improve the accuracy of estimating the time delay of X-ray pulsar-based navigation (XNAV), this paper proposes a new generalized cross-correlation (GCC) algorithm based on fractional Fourier transform (FrFT). Given that the effect of noise on signal can be suppressed or eliminated in a highly effective manner in some FrFT domain, we identify the optimum FrFT domain before computing the self- and cross-power spectrums of the standard and observed pulsar integrated pulse profiles. We also apply the FrFT of the standard and observed pulsar integrated pulse profiles in the optimum FrFT domain. By using the FrFT-based GCC, we obtain highly accurate estimations of time delay. The experimental results reveal that the proposed algorithm outperforms the conventional GCC in terms of accuracy.
引用
收藏
页码:611 / 618
页数:8
相关论文
共 50 条
  • [41] High-accuracy zenith delay prediction at optical wavelengths
    Mendes, VB
    Pavlis, EC
    GEOPHYSICAL RESEARCH LETTERS, 2004, 31 (14) : L146021 - 5
  • [42] A High-accuracy Parameter Estimation PSO Algorithm
    Yin, Yan-chao
    Sun, Lin-fu
    Han, Min
    2008 INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS SYMPOSIA, PROCEEDINGS, 2008, : 7 - 12
  • [43] Time Delay Estimation for Sound Source Localization Using CNN-Based Multi-GCC Feature Fusion
    Liu, Haitao
    Zhang, Xiuliang
    Li, Penggao
    Yao, Yu
    Zhang, Sheng
    Xiao, Qian
    IEEE ACCESS, 2023, 11 : 140789 - 140800
  • [44] High accuracy method of ultrasonic gas leak direction detection based on time delay estimation
    School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China
    Beijing Hangkong Hangtian Daxue Xuebao, 2013, 3 (391-395):
  • [45] A high-accuracy genotype classification approach using time series imagery
    Wang, Chunying
    Sun, Mengli
    Liu, Lipeng
    Zhu, Wenjing
    Liu, Ping
    Li, Xiang
    BIOSYSTEMS ENGINEERING, 2022, 220 : 172 - 180
  • [46] Online Time Delay Estimation of Pulsar Signals for Relative Navigation using Adaptive Filters
    Emadzadeh, Amir A.
    Lopes, Cassio G.
    Speyer, Jason L.
    2008 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM, VOLS 1-3, 2008, : 538 - +
  • [47] Subsample Time Delay Estimation via Improved GCC PHAT Algorithm
    Qin, Bo
    Zhang, Heng
    Fu, Qiang
    Yan, Yonghong
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 2576 - 2579
  • [48] Research on high-accuracy time delay of wideband digital signal based on frequency-domain phase weighting method
    Hao, Honglian
    Wang, Xiaoyan
    Zeng, Dazhi
    SIXTH INTERNATIONAL CONFERENCE ON ELECTRONICS AND INFORMATION ENGINEERING, 2015, 9794
  • [49] An efficient real-time accelerator for high-accuracy DNN-based optical flow estimation in FPGA
    Yan, Yuanxing
    Ling, Yehua
    Huang, Kai
    Chen, Gang
    JOURNAL OF SYSTEMS ARCHITECTURE, 2023, 136
  • [50] HIGH-ACCURACY SOUNDING ROCKET ATTITUDE ESTIMATION USING STAR SENSOR DATA
    SCHMIDTBAUER, B
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1978, 14 (06) : 891 - 898