The problem of adaptive detection of transient signals is studied. Based on the idea of using vector length feature of autoregressive parameters，a method of estimation of parameters is presented. This method is of good performance of adaptive noise control and it can make up the deficiency of LS and SVDT methods. Theoretical analysis and simulation results show that this method is of good performance of autoregressive parameter estimation and transient signa1 detection.