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An adaptive ultrasonic backscattered signal processing technique for accurate object localization based on the instantaneous energy density level
Jin B.; Vai M.I.
2015
Source PublicationJournal of Medical Imaging and Health Informatics
ISSN21567026 21567018
Volume5Issue:5Pages:1059-1064
Abstract

In clinical medicine, Ultrasonics is utilized to acquire information of the human body tissues to perform diagnosis since it is convenient and nondestructive. In this article, an adaptive ultrasonic backscattered echoes processing technique for the accurate object localization based on the instantaneous energy density level (IE) is for the first time presented. In this technique, a series of intrinsic mode functions (IMFs) of the ultrasonic backscattered signal processed are acquired by the Ensemble Empirical Mode Decomposition (EEMD) algorithm firstly. And then the Hilbert transform (HT) is applied on IMFs screened by the IMF selection process to gain the Hilbert spectrum. Finally, the time-frequency information in the Hilbert spectrum is utilized to extract the instantaneous energy density level to detect and localize the objective. In this study, the proposed technique based on the IE shows its high-performance comparing with the classic envelope detection (CED) method, and the relative error of localization is no more than 1.8% even in strong noise environment (SNR=-10 dB).

KeywordAccurate Localization Instantaneous Energy Density Level Snr Ultrasonic Backscattered Signal
DOI10.1166/jmihi.2015.1493
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaMathematical & Computational Biology ; Radiology, Nuclear Medicine & Medical Imaging
WOS SubjectMathematical & Computational Biology ; Radiology, Nuclear Medicine & Medical Imaging
WOS IDWOS:000361271900023
Scopus ID2-s2.0-84938314310
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Citation statistics
Document TypeJournal article
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 accurate object localization based on the instantaneous energy density level[J]. Journal of Medical Imaging and Health Informatics, 2015, 5(5), 1059-1064.
APA Jin B.., & Vai M.I. (2015). An adaptive ultrasonic backscattered signal processing technique for accurate object localization based on the instantaneous energy density level. Journal of Medical Imaging and Health Informatics, 5(5), 1059-1064.
MLA Jin B.,et al."An adaptive ultrasonic backscattered signal processing technique for accurate object localization based on the instantaneous energy density level".Journal of Medical Imaging and Health Informatics 5.5(2015):1059-1064.
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