Advanced Search
Volume 27 Issue 12
Dec.  2005
Turn off MathJax
Article Contents
Liu Dong, Xiang Jing-lin. A Method for Estimating Parameters of Multiple Harmonic Families Based on Subspace Matching Pursuit[J]. Journal of Electronics & Information Technology, 2005, 27(12): 1897-1900.
Citation: Liu Dong, Xiang Jing-lin. A Method for Estimating Parameters of Multiple Harmonic Families Based on Subspace Matching Pursuit[J]. Journal of Electronics & Information Technology, 2005, 27(12): 1897-1900.

A Method for Estimating Parameters of Multiple Harmonic Families Based on Subspace Matching Pursuit

  • Received Date: 2004-06-21
  • Rev Recd Date: 2004-10-08
  • Publish Date: 2005-12-19
  • This paper proposes a method to estimate multiple harmonic families parameters of a signal, which is based on subspace matching pursuit decomposition algorithm, and decomposes the signal into harmonic subspace adaptively. It takes advantages of interpolated FFT algorithm and the prior information of signals parameters, with high estimation precision of harmonic frequency, it has ability to distinguish signals harmonic components of different harmonic families, which have closed-spaced fundamental and harmonic frequencies. The trail indicates that it is a preferable method to estimate multiple harmonic families parameters, as it is insensitive to random phase-shift of harmonic components, and is useful to precisely estimate the fundamental, harmonic frequencies and order of a signal. This method also can be used to depict the features of a ship radiated-noise power spectrum, and to reveal the operation condition of the ship propellers. All of above show the advanced method is a valuable method for multiple harmonic parameters estimation of signals.
  • loading
  • 徐峰,王志芳,杨玉冰. 振动信号非整周期谐波分析的验证和改进. 清华大学学报(自然科学版本),1999, 39(4): 53-66.[2]张建伟,相敬林. 使用小波理论分析信号功率谱的二次处理方[3]法. 信号处理,1999, 15(2): 125-129.[4]Mallat S G, Zhang Z. Matching pursuits with time-frequency dictionaries[J].IEEE Trans. on. SP.1993, 41 (12):3397-3415[5]Goodwin M. Matching pursuit with damped sinusoids. Proc. IEEE-ICASSP, Munich, Germany, 1997, 3: 2037-2040.[6]Gribonval R, Bacry E. Harmonic decomposition of audio signals with matching pursuit[J].IEEE Trans. on. SP.2003, 51 (1):101-111[7]胡广书著. 数字信号处理-理论、算法与实现. 北京: 清华大学出版社,1998: 149-153.[8]张贤达著. 信号处理中的线性代数. 北京: 科学出版社,1997: 95-119.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (2078) PDF downloads(659) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return