title: Eigenspace-Based Generalized Sidelobe Canceler Beamforming Applied to Medical Ultrasound Imaging.
abstract: The use of a generalized sidelobe canceler (GSC) can significantly improve the lateral resolution of medical ultrasound systems, but the contrast improvement isn't satisfactory. Thus a new Eigenspace-based generalized sidelobe canceler (EBGSC) approach is proposed for medical ultrasound imaging, which can improve both the lateral resolution and contrast of the system. The weight vector of the EBGSC is obtained by projecting the GSC weight vector onto a vector subspace constructed from the eigenstructure of the covariance matrix, and using the new weight vector instead of the GSC ones leads to reduced sidelobe level and improved contrast. Simulated and experimental data are used to evaluate the performance of the proposed method. The Field II software is applied to obtain the simulated echo data of scattering points and circular cysts. Imaging of scattering points show that EBGSC has the same full width at half maximum (FWHM) as GSC, while the lateral resolution improves by 35.3% and 52.7% compared with synthetic aperture (SA) and delay-and-sum (DS), respectively. Compared with GSC, SA and DS, EBGSC improves the peak sidelobe level (PSL) by 23.55, 33.11 and 50.38 dB, respectively. Also the cyst contrast increase by EBGSC was calculated as 16.77, 12.43 and 26.73 dB, when compared with GSC, SA and DS, respectively. Finally, an experiment is conducted on the basis of the complete echo data collected by a medical ultrasonic imaging system. Results show that the proposed method can produce better lateral resolution and contrast than non-adaptive beamformers.
authors.affiliation: School of Precision Instrument &amp; Opto-electronics Engineering, Tianjin University, Key Laboratory of Opto-electronics Information Technology (Tianjin University), Ministry of Education, Tianjin 300072, China. lijiake1223@tju.edu.cn.
authors.forename: Jiake
authors.initials: J
authors.lastname: Li
authors.affiliation: School of Precision Instrument &amp; Opto-electronics Engineering, Tianjin University, Key Laboratory of Opto-electronics Information Technology (Tianjin University), Ministry of Education, Tianjin 300072, China. xdchen@tju.edu.cn.
authors.forename: Xiaodong
authors.initials: X
authors.lastname: Chen
authors.affiliation: School of Precision Instrument &amp; Opto-electronics Engineering, Tianjin University, Key Laboratory of Opto-electronics Information Technology (Tianjin University), Ministry of Education, Tianjin 300072, China. koala_wy@tju.edu.cn.
authors.forename: Yi
authors.initials: Y
authors.lastname: Wang
authors.affiliation: School of Precision Instrument &amp; Opto-electronics Engineering, Tianjin University, Key Laboratory of Opto-electronics Information Technology (Tianjin University), Ministry of Education, Tianjin 300072, China. lycanleeway@163.com.
authors.forename: Wei
authors.initials: W
authors.lastname: Li
authors.affiliation: School of Precision Instrument &amp; Opto-electronics Engineering, Tianjin University, Key Laboratory of Opto-electronics Information Technology (Tianjin University), Ministry of Education, Tianjin 300072, China. dyyu@tju.edu.cn.
authors.forename: Daoyin
authors.initials: D
authors.lastname: Yu
mesh_terms: D000465:Algorithms; D006801:Humans; D007089:Image Enhancement / Q000379:methods*; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D019047:Phantoms, Imaging; D012815:Signal Processing, Computer-Assisted; D012984:Software; D014465:Ultrasonics / Q000379:methods*; D014463:Ultrasonography / Q000379:methods*
keywords: EBGSC; adaptive beamforming; minimum variance; unconstrained optimization beamformer