This paper describes the comparison between LMS and RLS. This project is concerned with analysis of different beam-forming algorithms of smart antenna like Least Mean Squares (LMS), Recursive Least Square (RLS) Algorithms. Then by comparing these algorithms with respect to different parameters of antenna such as directivity, Side lobe level, beam-width etc. we will be proving that RLS algorithm is better than LMS algorithm.