Recent years have witnessed a significant trend towards filling the gap between Social Network Analysis (SNA) and control theory. This trend was enabled by the introduction of …
Topics These lecture notes are intended primarily for graduate students interested in network systems, distributed algorithms, and cooperative control. The objective is to answer …
Y Cao, W Yu, W Ren, G Chen - IEEE Transactions on Industrial …, 2012 - ieeexplore.ieee.org
This paper reviews some main results and progress in distributed multi-agent coordination, focusing on papers published in major control systems and robotics journals since 2006 …
“I don't want to achieve immortality through my work... I want to achieve it through not dying.”— Woody Allen The emergence of (relatively) cheap sensing and actuation nodes, capable of …
M Zhu, S Martinez - IEEE Transactions on Automatic Control, 2011 - ieeexplore.ieee.org
We consider a general multi-agent convex optimization problem where the agents are to collectively minimize a global objective function subject to a global inequality constraint, a …
We study the optimal design of graph filters (GFs) to implement arbitrary linear transformations between graph signals. GFs can be represented by matrix polynomials of …
X Bu, Q Yu, Z Hou, W Qian - IEEE Transactions on Systems …, 2017 - ieeexplore.ieee.org
This paper proposes a distributed model free adaptive iterative learning control (MFAILC) method for a class of unknown nonlinear multiagent systems to perform consensus tracking …
We provide an overview of recent research on belief and opinion dynamics in social networks. We discuss both Bayesian and non-Bayesian models of social learning and focus …
AG Dimakis, S Kar, JMF Moura… - Proceedings of the …, 2010 - ieeexplore.ieee.org
Gossip algorithms are attractive for in-network processing in sensor networks because they do not require any specialized routing, there is no bottleneck or single point of failure, and …