Adaptive artifact removal for selective multistatic microwave breast imaging signals

被引:15
|
作者
Elahi, M. A. [1 ]
Glavin, M. [1 ]
Jones, E. [1 ]
O'Halloran, M. [1 ]
机构
[1] Natl Univ Ireland, Elect & Elect Engn, Galway, Ireland
基金
爱尔兰科学基金会;
关键词
Microwave imaging; Ultra wideband radar; Breast cancer; Multistatic artifact removal; Skin subtraction; Skin-artifact removal;
D O I
10.1016/j.bspc.2017.01.006
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Microwave imaging is one of the most promising alternative breast imaging modalities. Early-stage artifact removal is an important signal processing component of a microwave breast imaging system. In this paper, a monostatic artifact removal algorithm is extended to remove the early-stage artifact from multistatic radar signals. The multistatic radar signals exhibit greater variation in the early-stage artifact due to varying propagation paths between transmitting and receiving antennas. This variation makes it more challenging to estimate and remove the artifact compared to the monostatic signals. This paper proposes an entropy-based adaptive method to group signals with similar artifacts and then remove the artifact from each group separately using a hybrid artifact removal algorithm. The efficacy of the proposed algorithm has been demonstrated by imaging anatomically and dielectrically realistic 3D numerical breast phantoms. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:93 / 100
页数:8
相关论文
共 50 条
  • [41] A Methodology for Validating Artifact Removal Techniques for Physiological Signals
    Sweeney, Kevin T.
    Ayaz, Hasan
    Ward, Tomas E.
    Izzetoglu, Meltem
    McLoone, Sean F.
    Onaral, Banu
    [J]. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2012, 16 (05): : 918 - 926
  • [42] Removal of Wandering Baseline Artifact from Electrocardiogram Signals
    Garibay, Edder Sebastian Mendoza
    Ullah, Muhammad Sana
    [J]. 2021 IEEE 11TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2021, : 7 - 11
  • [43] Adaptive stimulus artifact cancellation in gastric myoelectrical signals
    Lin, ZY
    McCallum, RW
    [J]. PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND, 1998, 20 : 1636 - 1639
  • [44] A Multistatic Uniform Diffraction Tomography Algorithm for Microwave Imaging in Multilayered Media for Microwave Drying
    Omrani, Adel
    Yadav, Rahul
    Link, Guido
    Jelonnek, John
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2022, 70 (10) : 9583 - 9595
  • [45] An adaptive window-based hybrid artifact removal method for Ultra-Wide Band imaging enhancement of early breast cancer detection
    Liu, Guancong
    Xiao, Xia
    Song, Hang
    Lu, Min
    Kikkawa, Takamaro
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2021, 70
  • [46] Multistatic synthetic aperture imaging of aircraft using reflected television signals
    Wu, Y
    Munson, DC
    [J]. ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY VIII, 2001, 4382 : 1 - 12
  • [47] Motion artifact removal from photoplethysmographic signals by combining temporally constrained independent component analysis and adaptive filter
    Fulai Peng
    Zhengbo Zhang
    Xiaoming Gou
    Hongyun Liu
    Weidong Wang
    [J]. BioMedical Engineering OnLine, 13
  • [48] User parameter free approaches to multistatic adaptive ultrasound imaging
    Du, Lin
    Li, Jian
    Stoica, Petre
    [J]. 2008 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, VOLS 1-4, 2008, : 1287 - +
  • [49] Motion artifact removal from photoplethysmographic signals by combining temporally constrained independent component analysis and adaptive filter
    Peng, Fulai
    Zhang, Zhengbo
    Gou, Xiaoming
    Liu, Hongyun
    Wang, Weidong
    [J]. BIOMEDICAL ENGINEERING ONLINE, 2014, 13
  • [50] Microwave imaging via adaptive beamforming methods for breast cancer detection
    Guo, B
    Wang, Y
    Li, J
    Stoica, P
    Wu, R
    [J]. JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2006, 20 (01) : 53 - 63