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用时频分析方法分析非平稳信号

Analysis of non-stational signals by time-frequency analysis methods

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【作者】 张绪省孙金玮赵新民

【Author】 Zhang Xusheng;Sun Jiwei;Zhao Xinmin

【机构】 上海交通大学

【摘要】 目前经典信号处理技术,即时域分析和频域分析,尚不能很好地适应许多科学领域中普遍存在着的非平稳信号的分析,我们把已发展起来的三种时频分析方法:短时傅里叶变换、Wigner分布及小波变换,应用到非平稳信号分析中,对这三种方法的原理、性质、优缺点及实际应用逐一进行了论述。

【Abstract】 It is in urgent need to analyze non- stationaly signals existing extensively in the fields of many sciences for extracting more characteristic infor-mation、 whereas. at present the classical signal processing methods,i.e, time-do-main analysis and frequency-domain analysis,unfit for analyzing this kind of signals. We apply three recently developed time-frequency analysis methods:they are short-time Fourier transformation,Wigner distribution and wavelet trans-form,analysis of non-stationary signals.The concepts,principles,properties,ad-vantages and disadvantages of these three methods are discussed respectively,and some typical applications are performed to prove their feasibilities.

  • 【文献出处】 宇航计测技术 ,JOURNAL OF ASTRONAUEIC METROLOGY AND MEASUREMENT , 编辑部邮箱 ,1995年05期
  • 【分类号】TN911.6
  • 【被引频次】83
  • 【下载频次】912
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