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参数逼近的自适应时频分析

王海 马琳丽 张敏

西安电子科技大学学报(自然科学版)2012,Vol.39Issue(5):35-41,7.
西安电子科技大学学报(自然科学版)2012,Vol.39Issue(5):35-41,7.DOI:10.3969/j.issn.1001-2400.2012.05.007

参数逼近的自适应时频分析

Adaptive time-frequency analysis based on the parameter decomposition

王海 1马琳丽 1张敏1

作者信息

  • 1. 西安电子科技大学 机电工程学院,陕西 西安 710071
  • 折叠

摘要

Abstract

Aiming at the influence of cross terms in the secondary time-frequency transformation, we have studied a kind of time-frequency analysis method based on signal decomposition. Combined with Gaussian extraction thoughts and excellent characteristics of WVD, the signal is decomposed into several chirp signal with gauss envelope components. And then through WVD time-frequency transform and comprehensive display of time-frequency diagrams, the influence of cross terms is eliminated with the signal's time-frequency aggregation degrees maintained. The time-frequency analysis method is applied to radar signal analysis. Experimental results show that this decomposition method effectively eliminates the cross terms of the signal, and maintains its time-frequency aggregation degrees.

关键词

二次时频变换/维格纳-威利分布/自适应时频分析/chirp信号

Key words

second time-frequency transform/Wigner-Ville distribution/adaptive time-frequency analysis/ chirp signal

分类

信息技术与安全科学

引用本文复制引用

王海,马琳丽,张敏..参数逼近的自适应时频分析[J].西安电子科技大学学报(自然科学版),2012,39(5):35-41,7.

基金项目

国家自然科学基金资助项目(10703004) (10703004)

中央高校基本科研业务费专项资金资助项目(JY10000904004) (JY10000904004)

西安电子科技大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1001-2400

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