HERE-The paper proposes a nonparametric test for the banded structure of high dimensional covariance matrices, which corresponds to the situations where the variables far apart in the ordering are uncorrelated.We do not assume any specific parametric distribution for the data.The test is robnst under the situations where the data dimension is much larger than the sample size, namely the "large p, small n" situations.