Instantaneous Frequency Estimation using Fractional Fourier Transform and Wigner Distribution

被引:2
|
作者
Khan, Nabeel Ali [1 ]
Taj, Imtiaz A. [2 ]
Jaffri, M. Noman [1 ]
机构
[1] Fed Urdu Univ, Dept Elect Engn, Islamabad, Pakistan
[2] Muhammad Ali Jinnah Univ, Dept Elect Engn, Islamabad, Pakistan
关键词
Wigner Distribution (WD); Instantaneous Frequency (IF); Fractional Fourier Transform; multi-component signals; SIGNAL;
D O I
10.1109/ICSAP.2010.37
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
This paper presents a novel Instantaneous Frequency (IF) estimation technique based on Signal separation and Wigner distribution (WD). WD is widely used for IF estimation of mono-component signals Proposed technique extends WD based IF estimation technique to multicomponent signals. The Proposed technique decomposes a signal into its components using a hybrid image processing and fractional filtering based technique. WD with adaptive data driven window length is then used for instantaneous frequency estimation of mono-component separated signal components. Experiment results demonstrate that proposed scheme performs reasonably well for moderate to high Signal to Noise ratios (SNR).
引用
收藏
页码:319 / 321
页数:3
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