— this paper proposed Iris Recognition based on covariance of discrete wavelet using Competitive Neural Network (LVQ). A set of Edge of Iris profiles are used to build a covariance matrix by discrete wavelet transform using Neural Network. It is found that this method for Iris Recognition design offers good class discriminacy. This method can discriminate noisy Image very well. Simulation results are very promising.