Residential College | false |
Status | 已發表Published |
An adaptive ultrasonic backscattered signal processing technique for instantaneous characteristic frequency detection | |
Jin B.; Vai M.I. | |
2014 | |
Conference Name | BIO-MEDICAL MATERIALS AND ENGINEERING |
Source Publication | Bio-Medical Materials and Engineering |
Volume | 24 |
Issue | 6 |
Pages | 2761-2770 |
Conference Date | 2014-01-01 |
Conference Place | NETHERLANDS |
Abstract | Ultrasonic diagnosis that is convenient and nondestructive to the human body is widely used in medicine. In clinical, ultrasonic backscattered signals characteristics are utilized to acquire information of the human body tissues to perform diagnosis. In this paper, an adaptive ultrasonic backscattered signal processing technique for instantaneous characteristic frequency detection based on the marginal spectrum is presented. In the beginning, the ultrasonic backscattered signal is decomposed into a series of intrinsic mode functions (IMFs) by the Ensemble Empirical Mode Decomposition (EEMD) algorithm. Then the Hilbert spectrum is gained by the Hilbert transform on the IMFs decomposed and screened. Finally, the timefrequency information in the Hilbert spectrum is utilized to extract the instantaneous characteristic frequency based on the marginal spectrum features to detect the objective. With this technique, the spacing between tissues can be estimated for tissue characterization by processing multiple echoes even in the complicated environment. In the simulation study, comparing with the FFT, the technique presented shows its strong noise immunity and indicates its validity in instantaneous characteristic frequency detection. |
Keyword | Eemd Hilbert Spectral Analysis Instantaneous Characteristic Frequency Simulations Ultrasonics |
DOI | 10.3233/BME-141094 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Engineering ; Materials Science |
WOS Subject | Engineering, Biomedical ; Materials Science, bioMaterials |
WOS ID | WOS:000343005700097 |
Scopus ID | 2-s2.0-84907266262 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING |
Affiliation | Universidade de Macau |
First Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Jin B.,Vai M.I.. An adaptive ultrasonic backscattered signal processing technique for instantaneous characteristic frequency detection[C], 2014, 2761-2770. |
APA | Jin B.., & Vai M.I. (2014). An adaptive ultrasonic backscattered signal processing technique for instantaneous characteristic frequency detection. Bio-Medical Materials and Engineering, 24(6), 2761-2770. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment