In wireless sensor network，cluster algorithm of nodes is all effective approach and key technology to implement energy saving and flexible management．To improve security and lifetime of clustering network，a secure clustering was pro— posed based on t

Use of natural gradient algorithm, Very convenient to use, Can realize the two-dimensional data clustering.

Pattern Recognition bayes discriminant analysis algorithm, Isodata iterative self-organizing data analysis, Clustering analysis based on Euclidean distance.