Multiple vital signal monitoring can by realized by the FMCW wide-band radar. A vital signal separation method is proposed based on a double parameter LMS filter. The proposed separation method can obtain accurate respiration and heartbeat signals. The proposed method can achieve precise estimation under a low signal to noise ratio.