Based on the stability theory,the suitable observers were given to identify all the unknown parameters of a new chaotic system.The accurate and fast identification was implemented by selecting right initial value.At the same time, the accuracy of parameter identification was improved by combining the wavelet de-noising.Theory analysis and numerical simulation results show that the observers to identify the parameters are effective and feasible.