An Approach of Spectra Estimation for Irregularly Sampled Signals

被引:0
|
作者
Liu, Baotong [1 ]
机构
[1] Tianshui Normal Univ, Coll Phys & Informat Sci, Tianshui 741000, Gansu Province, Peoples R China
关键词
irregularly sampled signals; Fourier transform; spectra estimation; frequency spectrum leakage; and data reconstruction;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Spectra estimation of irregularly sampled signals is an important issue in time series analysis. To improve spectral resolution of irregular sampling signals, this paper presents a suppression algorithm of frequency spectrum leakage for non-uniform Discrete Fourier Transform (NDFT). The DFT computation of irregularly sampled signals is performed via iterative non-linear estimation. Actual computing results show that the approach can effectively suppress frequency spectrum leakage in NDFT results, improve the resolution of DFT spectra.
引用
收藏
页码:250 / 252
页数:3
相关论文
共 50 条
  • [41] SPECTRAL ESTIMATION OF IRREGULARLY SAMPLED MULTIDIMENSIONAL PROCESSES BY GENERALIZED PROLATE SPHEROIDAL SEQUENCES
    BRONEZ, TP
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (12): : 1862 - 1873
  • [42] The CRB for parameter estimation in irregularly sampled continuous-time ARMA systems
    Larsson, EK
    Larsson, EG
    PROCEEDINGS OF THE 3RD IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, 2003, : 110 - 113
  • [43] The CRB for parameter estimation in irregularly sampled continuous-time ARMA systems
    Larsson, EK
    Larsson, EG
    IEEE SIGNAL PROCESSING LETTERS, 2004, 11 (02) : 197 - 200
  • [44] Estimation of the Hurst exponents of irregularly sampled subsurface fault geometries by the lifting scheme
    Takahashi, Tsutomu
    Nakanishi, Ayako
    Kodaira, Shuichi
    Kaneda, Yoshiyuki
    GEOPHYSICAL JOURNAL INTERNATIONAL, 2023, 235 (02) : 1102 - 1116
  • [45] Temporally Consistent Snow Cover Estimation from Noisy, Irregularly Sampled Measurements
    Rufenacht, Dominic
    Brown, Matthew
    Beutel, Jan
    Susstrunk, Sabine
    PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 2, 2014, : 275 - 283
  • [46] DOA ESTIMATION OF SPARSELY SAMPLED NONSTATIONARY SIGNALS
    Guo, Liang
    Zhang, Yimin D.
    Wu, Qisong
    Amin, Moeness G.
    2015 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING, 2015, : 300 - 304
  • [47] Research on the amplitude nonuniformly sampled signals' digital spectra
    Lin, Maoliu
    Xie, Benzhao
    Quan, Taifan
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2000, 28 (05): : 25 - 27
  • [48] Multi-resolution reconstruction of irregularly sampled signals with compactly supported radial basis functions
    Gelas, Arnaud
    Prost, Remy
    2006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13, 2006, : 2839 - 2842
  • [49] GLOBAL INTERPOLATION OF IRREGULARLY SAMPLED FUNCTIONS
    MOORHEAD, WD
    GEOPHYSICS, 1986, 51 (02) : 506 - 506
  • [50] Spectral estimation of irregularly sampled nonstationary multidimensional processes by time-varying periodogram
    Chao, L
    MATHEMATICAL GEOLOGY, 1998, 30 (01): : 43 - 56