标题:Research on noise reduction algorithm based on packet digital average and correlation analysis
作者:Zhang, Zhixiao ;Cao, Lijun ;Zhang, Junlong
作者机构:[Zhang, Zhixiao ;Cao, Lijun ;Zhang, Junlong ] School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China
会议名称:3rd IEEE International Conference on Control Science and Systems Engineering, ICCSSE 2017
会议日期:August 17, 2017 - August 19, 2017
来源:2017 3rd IEEE International Conference on Control Science and Systems Engineering, ICCSSE 2017
出版年:2017
页码:565-568
DOI:10.1109/CCSSE.2017.8087996
摘要:In order to improve the signal-to-noise ratio(SNR) of the noise-contaminated signal and speed up the calculation speed. Firstly, digital average and correlation analysis two traditional methods is introduced in this paper, and then a new fusion algorithm method based on packet digital average and correlation analysis is proposed. Furthermore, simulations based on MATLAB of digital average, correlation analysis and fusion algorithm are used to verify the feasibility of fusion algorithm. The results show that fusion algorithm based on packet digital average and correlation analysis is better than digital average method and correlation analysis method in calculation speed and noise reduction effect for the same input SNR.
© 2017 IEEE.
收录类别:EI
资源类型:会议论文
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