Title :
Research on Electromagnetically Acoustic Emission Signals Using Sample Entropy
Author :
Liu, Suzhen ; Li, Jiao ; Zhang, Chuang ; Shen, Xueqin ; Jin, Liang ; Yang, Qingxin
Author_Institution :
Province-Minist. Joint Key Lab. of Electromagn., Hebei Univ. of Technol., Tianjin, China
Abstract :
As a new approach of measuring the irregularity of the time series, Sample entropy (SampEn), which is defined as a quantity measuring the rate of information generation, has good anti-jamming capability. In this work, successful researches are performed to analyze the electromagnetically induced acoustic emission (EMAE) signal produced by loading pulse current in the aluminium plates, using SampEn. Besides, it studies the complexity of EMAE signal changing over time, identifies and extracts features of EMAE signal. The SampEn´s performance on characterizing the signals, demonstrates that SampEn is a promising method in recognition and distinguishment of EMAE signal.
Keywords :
acoustic emission; acoustic signal processing; entropy; feature extraction; jamming; nondestructive testing; time series; EMAE signal distinguishment; EMAE signal recognition; SampEn; aluminium plate; antijamming capability; electromagnetically acoustic emission signal; feature extraction; information generation; loading pulse current; nondestructive testing; sample entropy; time series irregularity; Acoustic emission; Aluminum; Complexity theory; Entropy; Loading; Time series analysis;
Conference_Titel :
Electromagnetic Field Problems and Applications (ICEF), 2012 Sixth International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-1-4673-1333-9
DOI :
10.1109/ICEF.2012.6310399