Identificador persistente para citar o vincular este elemento: http://hdl.handle.net/10553/121221
Título: A Novel Approach of a Low-Cost UWB Microwave Imaging System with High Resolution Based on SAR and a New Fast Reconstruction Algorithm for Early-Stage Breast Cancer Detection
Autores/as: Amdaouch, Ibtisam
Saban, Mohamed
El Gueri, Jaouad
Chaari, Mohamed Zied
Vazquez Alejos, Ana
Ruiz Alzola, Juan Bautista 
Rosado Muñoz, Alfredo
Aghzout, Otman
Palabras clave: Specific absorption rate
Microwave imaging
Breast cancer detection
Vivaldi antenna
Image reconstruction, et al.
Fecha de publicación: 2022
Publicación seriada: Journal of Imaging 
Resumen: In this article, a new efficient and robust approach—the high-resolution microwave imaging system—for early breast cancer diagnosis is presented. The core concept of the proposed approach is to employ a combination of a newly proposed delay-and-sum (DAS) algorithm and the specific absorption rate (SAR) parameter to provide high image quality of breast tumors, along with fast image processing. The new algorithm enhances the tumor response by altering the parameter referring to the distance between the antenna and the tumor in the conventional DAS matrices. This adjustment entails a much clearer reconstructed image with short processing time. To achieve these aims, a high directional Vivaldi antenna is applied around a simulated hemispherical breast model with an embedded tumor. The detection of the tumor is carried out by calculating the maximum value of SAR inside the breast model. Consequently, the antenna position is relocated near the tumor region and is moved to nine positions in a trajectory path, leading to a shorter propagation distance in the image-creation process. At each position, the breast model is illuminated with short pulses of low power waves, and the back-scattered signals are recorded to produce a two-dimensional image of the scanned breast. Several simulations of testing scenarios for reconstruction imaging are investigated. These simulations involve different tumor sizes and materials. The influence of the number of antennas on the reconstructed images is also examined. Compared with the results from the conventional DAS, the proposed technique significantly improves the quality of the reconstructed images, and it detects and localizes the cancer inside the breast with high quality in a fast computing time, employing fewer antennas.
URI: http://hdl.handle.net/10553/121221
ISSN: 2313-433X
DOI: 10.3390/jimaging8100264
Fuente: Journal of Imaging [ISSN 2313-433X], v. 8 (10), 264, (Septiembre 2022)
Colección:Artículos
Adobe PDF (5,17 MB)
Vista completa

Citas SCOPUSTM   

10
actualizado el 15-dic-2024

Citas de WEB OF SCIENCETM
Citations

7
actualizado el 15-dic-2024

Visitas

54
actualizado el 25-may-2024

Descargas

14
actualizado el 25-may-2024

Google ScholarTM

Verifica

Altmetric


Comparte



Exporta metadatos



Los elementos en ULPGC accedaCRIS están protegidos por derechos de autor con todos los derechos reservados, a menos que se indique lo contrario.