Direction of arrival (DOA) estimation has gain wide recognition over the last 30 years and it has widened its usage into numerous engineering fields, playing a vital role in various applications. The importance of DOA estimation is undeniable in the signal processing applications, specifically wireless communication application where utilization of the uniformly-spaced linear array (ULA) and uniformly-spaced circular array (UCA) is utilized to perform DOA estimation.