AbstractThe artificial magnetic conductor (AMC) formed by meta-materials is used in the micro-strip antenna design for microwave sensor applications. The AMC structures with two uniplanar layers, which include modified square split-ring resonator cells, are repeated and formed into a 5 × 3 array. The antenna's operational bandwidth result is significant, and it is in the range of 2.8–10 GHz with a maximum gain of 11.8 dB. Cancer or malignant tumor cells have entirely different electrical properties than healthy breast tissue. Principal component analysis and specific absorption rate (SAR) are used as a parameter to identify cancer or malignant tumor cells in the breast. The SAR values have been calculated for each layer of the 3D breast model. The results show a difference in the SAR values based on the size and tumors' locations.