Abstract: A new approach to the problem of dimensionality reduction is proposed. The specific application is to the detection of signals in noise, although it should ...

Abstract: The traditional consensus-based filters are widely used in distributed sensor networks. However, they suffer from divergence when outliers occur. This paper proposes a robust consensus ...