A method of mitigating interference in a multiple access interference wireless communication system is disclosed. More specifically, the method comprises receiving at least one signal from at least one transmitting end, constructing a group of first signal signatures based on a predetermined number of received signals and at least one second signal signature, estimating a set of values using the constructed group of first signal signatures, and detecting desired information using the detected set of values.