A dual approach for optimal algorithms in distributed optimization over networks
Sign Up to like & getrecommendations! Published in 2021 at "Optimization Methods and Software"
DOI: 10.1080/10556788.2020.1750013
Abstract: We study dual-based algorithms for distributed convex optimization problems over networks, where the objective is to minimize a sum of functions over in a network. We provide complexity bounds for four different cases, namely: each… read more here.
Keywords: algorithms distributed; algorithms; strongly convex; optimization ... See more keywords
Robust and Sparse Aware Diffusion Adaptive Algorithms for Distributed Estimation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2021.3087535
Abstract: In distributed wireless sensor networks, geographically distributed sensors cooperate wirelessly with each other. While sensing from the environment, the signals from these sensors are often contaminated by noise. Traditional diffusion algorithms for distributed estimation consider… read more here.
Keywords: algorithms; diffusion; distributed estimation; algorithms distributed ... See more keywords
From Model to Algorithms: Distributed Magnetic Sensor System for Vehicle Tracking
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3156663
Abstract: A novel vehicle localization and tracking methods are presented based on magnetic anomaly detection by distributed magnetic sensors. First, taking advantage of total magnetic field, in this article, we propose a total field matching (TFM)… read more here.
Keywords: model algorithms; vehicle tracking; algorithms distributed; vehicle ... See more keywords