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math.ST2017★ 1 cited
Decentralized Clustering based on Robust Estimation and Hypothesis Testing
Dominique Pastor, Elsa Dupraz, François-Xavier Socheleau
This paper considers a network of sensors without fusion center that may be difficult to set up in applications involving sensors embedded on autonomous drones or robots. In this c…
cs.IT2017
K-means Algorithm over Compressed Binary Data
Elsa Dupraz
We consider a network of binary-valued sensors with a fusion center. The fusion center has to perform K-means clustering on the binary data transmitted by the sensors. In order to…