This document summarizes the performance evaluation of circular microstrip patch antenna arrays using different dielectric substrate materials. It describes the design and simulation of a circular microstrip patch antenna operating in the S-band frequency range (2.0-2.5GHz) using MATLAB software. The return loss, VSWR, and radiation patterns are analyzed for different dielectric constants. Both uniform and non-uniform antenna arrays are designed, including a linear array and Dolph-Tschebycheff array, and their radiation patterns are generated and compared using MATLAB. The purpose is to evaluate the effect of different dielectric substrate materials on the performance of circular microstrip patch antenna arrays.