Residential Collegefalse
Status已發表Published
An adaptive ultrasonic backscattered signal processing technique for instantaneous characteristic frequency detection
Jin B.; Vai M.I.
2014
Conference NameBIO-MEDICAL MATERIALS AND ENGINEERING
Source PublicationBio-Medical Materials and Engineering
Volume24
Issue6
Pages2761-2770
Conference Date2014-01-01
Conference PlaceNETHERLANDS
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.

KeywordEemd Hilbert Spectral Analysis Instantaneous Characteristic Frequency Simulations Ultrasonics
DOI10.3233/BME-141094
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering ; Materials Science
WOS SubjectEngineering, Biomedical ; Materials Science, bioMaterials
WOS IDWOS:000343005700097
Scopus ID2-s2.0-84907266262
Fulltext Access
Citation statistics
Document TypeConference paper
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
AffiliationUniversidade de Macau
First Author AffilicationUniversity 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.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Jin B.]'s Articles
[Vai M.I.]'s Articles
Baidu academic
Similar articles in Baidu academic
[Jin B.]'s Articles
[Vai M.I.]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Jin B.]'s Articles
[Vai M.I.]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.