期刊文献+

基于小波变换的光纤陀螺信号去噪方法 被引量:2

De-Noising Method of Fiber Gyro Signal Based on Wavelet Transform
下载PDF
导出
摘要 为提高光纤陀螺的使用精度,提出一种基于小波变换的光纤陀螺信号去噪方法。根据小波变换的原理,使用四阶Daubechies小波对光纤陀螺信号进行分解,选择改进阈值法对小波系数进行重构。该方法能有效滤除噪声并保留有用信号,克服了硬阈值与软阈值的缺陷,能有效地提高光纤陀螺的使用精度。 For improving fiber gyro efficiency, put forwards a de-noising method of fiber gyro signal based on wavelet transform. According to wavelet transform theory, use 4-steps Daubechies wavelet to decompose fiber gyro signal, select improved threshold method to reconstruct wavelet coefficient. The method can effectively de-noise and keep useful signal. Overcome the shortcoming of hard threshold and soft threshold and effectively improve useful accuracy of fiber gyro.
出处 《兵工自动化》 2013年第3期70-71,82,共3页 Ordnance Industry Automation
关键词 光纤陀螺 小波变换 改进阈值 降噪 fiber gyro wavelet transform improvement threshold de-noising
  • 相关文献

参考文献5

二级参考文献20

  • 1付强文,张英敏.光纤陀螺信号处理的实用方法[J].传感技术学报,2005,18(1):101-104. 被引量:15
  • 2谭显裕.军用光纤陀螺的发展、关键技术和应用前景[J].现代防御技术,1998,16(4):55-61.
  • 3BERKNER K, WELLS R O Jr. Wavelet transforms and denoising algorithm [ C ]// Signal, System&Computers, Conference Record of the Thirty-Second Asilomar Conference, 1998 : 1639-1643.
  • 4MALLAT S. Theory for multi-resolution signal decomposition: The wavelet representation [ J ]. IEEE Transactions Analysis and Machine Intelligence, 1989, 11 (7) : 674- 693.
  • 5ABDEL-HAMID W. Accuracy enhancement of integrate MEMS-IMU/GPS systems for land vehicular navigation application [ D]. University of Calgary,2005.
  • 6韦力强.基于小波变换的数据处理研究[D].长沙:湖南大学,2007.
  • 7崔锦泰.小波分析导论[M].西安:西安交通大学出版社,1995..
  • 8胡广书.数字信号处理-理论、算法与实现[M].北京:清华大学出版社,1998.143-150.
  • 9Marcelo C. A, Douglas E.E. Novel Kalman Filtering Method for the Suppression of Gyroscope Noise Effects in Pointing and Tracking Systems [J]. Optical engineering, 1995, 34 (10) :3016-3030.
  • 10IEEE Standard Specification Format Guide and Test Procedure for Single-axis Interferometric FiberOptic Gyros[S]. IEEEStd: 952-1997, 1998.

共引文献30

同被引文献21

引证文献2

二级引证文献22

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部