Microwave Imaging Approach for Breast Cancer Detection Using a Tapered Slot Antenna Loaded with Parasitic Components.
Fatima-Ezzahra ZerradMohamed TaouzariEl Mostafa MakroumJamal El AoufiSalah Dine QanadliMuharrem KaraaslanAhmed Jamal Abdullah Al-GburiZahriladha ZakariaPublished in: Materials (Basel, Switzerland) (2023)
In this paper, a wideband antenna is proposed for ultra-wideband microwave imaging applications. The antenna is comprised of a tapered slot ground, a rectangular slotted patch and four star-shaped parasitic components. The added slotted patch is shown to be effective in improving the bandwidth and gain. The proposed antenna system provides a realized gain of 6 dBi, an efficiency of around 80% on the radiation bandwidth, and a wide impedance bandwidth (S11 < -10 dB) of 6.3 GHz (from 3.8 to 10.1 GHz). This supports a true wideband operation. Furthermore, the fidelity factor for face-to-face (FtF) direction is 91.6%, and for side by side (SbS) is 91.2%. This proves the excellent directionality and less signal distortion of the designed antenna. These high figures establish the potential use of the proposed antenna for imaging. A heterogeneous breast phantom with dielectric characteristics identical to actual breast tissue with the presence of tumors was constructed for experimental validation. An antenna array of the proposed antenna element was situated over an artificial breast to collect reflected and transmitted waves for tumor characterization. Finally, an imaging algorithm was used to process the retrieved data to recreate the image in order to detect the undesirable tumor object inside the breast phantom.
Keyphrases
- high resolution
- energy transfer
- deep learning
- magnetic resonance imaging
- machine learning
- magnetic resonance
- computed tomography
- drug delivery
- fluorescence imaging
- mass spectrometry
- risk assessment
- artificial intelligence
- young adults
- photodynamic therapy
- radiation therapy
- human health
- sensitive detection
- wound healing
- neural network