338 citations · 1.3k across the 45 of their papers we have counts for
3 papers · 1 filter
NEXT: In-Network Nonconvex Optimization
Paolo Di Lorenzo, Gesualdo Scutari
We study nonconvex distributed optimization in multi-agent networks with time-varying (nonsymmetric) connectivity. We introduce the first algorithmic framework for the distributed…
Distributed Estimation and Control of Algebraic Connectivity over Random Graphs
Paolo Di Lorenzo, Sergio Barbarossa
In this paper we propose a distributed algorithm for the estimation and control of the connectivity of ad-hoc networks in the presence of a random topology. First, given a generic…
Distributed Detection and Estimation in Wireless Sensor Networks
Sergio Barbarossa, Stefania Sardellitti, Paolo Di Lorenzo
In this article we consider the problems of distributed detection and estimation in wireless sensor networks. In the first part, we provide a general framework aimed to show how an…