Abstract: Modified Capon algorithm for uniform circular array in spatially nonstationary noise fields is presented.The received data for DOA estimation is firstly prewhitened by using the estimation of noise covariance.This could eliminate the influence of nonstationary noise.By using modified Capon algorithm,high estimation capability can be acquired without knowing the number of sources.Computer simulation shows the validity and the accuracy of the algorithms.