François-Xavier Socheleau

A Statistical Signal Processing Approach to Clustering over Compressed Data

In this paper, we consider a network of sensors in which a fusion center applies a clustering method over the sensor measurements. In order to limit their energy consumption, the sensors transmit their measurements in a compressed form. This paper proposes a novel clustering algorithm that applies d…