This paper seeks to determine the comparative performance of the interference cancellation techniques in a NOMA approach for cellular networks. The aim is to lower the distortions by eliminating the interference to as to enhance the throughput and in turn the performance of the system. The paper discusses power allocation strategies, cancellation order, and the use of adaptive filters.