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Characteristics of acoustic emission signals in damp cracking coal rocks 被引量:17
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作者 TANG Shoufeng, TONG Minming, HU Junli, HE Xinmin School of Information and Electrical Engineering, China University of Mining & Technology, Xuzhou 221008, China 《Mining Science and Technology》 EI CAS 2010年第1期143-147,共5页
A uniaxial load experiment on coal rocks at different stress rates was carried out, based on the characteristics of acoustic emission (AE) signals in cracking coal rocks, decomposition, de-noising and reconstruction f... A uniaxial load experiment on coal rocks at different stress rates was carried out, based on the characteristics of acoustic emission (AE) signals in cracking coal rocks, decomposition, de-noising and reconstruction for the AE signals through wavelet packet transform for solving the current problems created by the presence of noise in AE signals and the existing problems in AE signal processing. The results show that the various characteristics of AE signals in coal rocks cracking under different situations can be clearly reflected, after the AE signals are de-noised by the wavelet packet. Compared to dry coal rocks, the number of AE occurrences in damp coal rocks was significantly reduced, as well as the average amplitude. The number of AE occurrences in damp and dry coal rocks clearly increased with increases in the loading rate, but the largest amplitude of the AE signals in damp coal rocks has been reduced. There is no clear evidence of change in dry coal rocks. 展开更多
关键词 coal rocks cracking acoustic emission (AE) signal processing wavelet packet analysis de-noising
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基于平移不变小波的声发射信号去噪研究 被引量:29
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作者 姜长泓 王龙山 +2 位作者 尤文 翟宁 初明 《仪器仪表学报》 EI CAS CSCD 北大核心 2006年第6期607-610,共4页
小波阈值去噪算法在信号的奇异点处会产生Pesudo-G ibbs现象。平移不变小波去噪方法是对阈值法的改进,该方法可以有效地抑制Pesudo-G ibbs现象,而且能够减少原始信号和估计信号的均方根误差,提高信噪比。将该方法用于声发射信号的去噪处... 小波阈值去噪算法在信号的奇异点处会产生Pesudo-G ibbs现象。平移不变小波去噪方法是对阈值法的改进,该方法可以有效地抑制Pesudo-G ibbs现象,而且能够减少原始信号和估计信号的均方根误差,提高信噪比。将该方法用于声发射信号的去噪处理,并与阈值法进行了比较。仿真结果表明该研究方法可以有效地去除噪声,提取声发射信号的特征信息,具有较强的工程实用性。 展开更多
关键词 声发射 小波 平移不变 去噪
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基于平移不变小波的语音信号去噪研究 被引量:4
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作者 袁飞 《自动化技术与应用》 2011年第8期40-42,共3页
通过小波阈值方法可以去除语音中的噪声,但它的结果中会出现诸如Pesudo-Gibbs现象之类的情况。为消除此类情况,将平移不变量小波变换引入到语音信号去噪中,并结合阈值方法进行去噪处理。经过仿真实验,证明这种方法比一般的阈值方法有很... 通过小波阈值方法可以去除语音中的噪声,但它的结果中会出现诸如Pesudo-Gibbs现象之类的情况。为消除此类情况,将平移不变量小波变换引入到语音信号去噪中,并结合阈值方法进行去噪处理。经过仿真实验,证明这种方法比一般的阈值方法有很大改进,提高了信噪比。 展开更多
关键词 语音信号 小波变换 阈值去噪 平移不变
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