Emitter recognition based on modified X-means clustering

This paper presents a new algorithm to divide multidimensional data into clusters. It enhances the K-means clustering algorithm (Linde-Buzo-Grey) so that the number of clusters is determined at run time. The paper uses radar classification problem as an example application. Most of naturally existing processes possess Gaussian distribution because of… CONTINUE READING