Distributed Detection of Sparse Stochastic Signals With 1-Bit Data in Tree-Structured Sensor Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2020.2988598
Abstract: In this paper, we consider the problem of detection of sparse stochastic signals based on 1-bit data with tree-structured sensor networks (TSNs). In the literature, distributed detection of sparse signals with parallel sensor networks (PSNs)… read more here.
Keywords: detection sparse; sparse stochastic; bit data; sensor ... See more keywords
Community Detection in Sparse Networks Using the Symmetrized Laplacian Inverse Matrix (SLIM)
Sign Up to like & getrecommendations! Published in 2021 at "Statistica Sinica"
DOI: 10.5705/ss.202020.0094
Abstract: There is increasing interest in the study of community detection for sparse networks. Here, we propose a new method for detecting communities in sparse networks that uses the symmetrized Laplacian inverse matrix (SLIM) to measure… read more here.
Keywords: detection sparse; laplacian inverse; symmetrized laplacian; community ... See more keywords