TY - JOUR
T1 - Impact signal detection method with adaptive stochastic resonance
AU - Tan, Jiyong
AU - Chen, Xuefeng
AU - He, Zhengjia
PY - 2010/12/5
Y1 - 2010/12/5
N2 - Based on analyzing the advantages and disadvantages of measuring impact signals with kurtosis index and correlation coefficient respectively, the weighted kurtosis index is constructed to make much of the advantages of the both and compensate for their disadvantages. The impact signal adaptive detecting method, combining the constructed index with the scale transformation stochastic resonance, is applied to the simulation of impact signal and the detection of engineering faint impact signals. The results show that the presented method raises the signal-to-noise ratio, and avoids peak leaking phenomenon. Furthermore, because it is independent of stochastic resonance, the present index can be a reference to other adaptive impact signal detecting methods.
AB - Based on analyzing the advantages and disadvantages of measuring impact signals with kurtosis index and correlation coefficient respectively, the weighted kurtosis index is constructed to make much of the advantages of the both and compensate for their disadvantages. The impact signal adaptive detecting method, combining the constructed index with the scale transformation stochastic resonance, is applied to the simulation of impact signal and the detection of engineering faint impact signals. The results show that the presented method raises the signal-to-noise ratio, and avoids peak leaking phenomenon. Furthermore, because it is independent of stochastic resonance, the present index can be a reference to other adaptive impact signal detecting methods.
KW - Adaptive
KW - Impact signal
KW - Stochastic resonance
KW - Weighted kurtosis index
UR - https://www.scopus.com/pages/publications/78651453817
U2 - 10.3901/JME.2010.23.061
DO - 10.3901/JME.2010.23.061
M3 - 文章
AN - SCOPUS:78651453817
SN - 0577-6686
VL - 46
SP - 61
EP - 67
JO - Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering
JF - Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering
IS - 23
ER -