QR-RLS-CMOE algorithm which was applied to synchronous DS/CDMA system in AWGN channel, is presented in this paper. At the same time, A-QR-RLS-CMOE blind multiuser detector applied to the asynchronous DS/CDMA system in multipath fading channel is proposed.