Distributed Decision-Making for Community Structured Networks

V Shumovskaia, M Kayaalp… - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Traditional social learning frameworks consider environments with a homogeneous state
where each agent receives observations conditioned on the same hypothesis. In this work …

Distributed statistical estimation of the number of nodes in sensor networks

D Varagnolo, G Pillonetto… - 49th IEEE Conference on …, 2010 - ieeexplore.ieee.org
The distributed estimation of the number of active sensors in a network can be important for
estimation and organization purposes. We propose a design methodology based on the …

Incentive mechanisms for community sensing

B Faltings, JJ Li, R Jurca - IEEE Transactions on Computers, 2013 - ieeexplore.ieee.org
Sensing and monitoring of our natural environment are important for sustainability. As
sensor systems grow to a large scale, it will become infeasible to place all sensors under …

[PDF][PDF] Distributed averaging wireless sensor networks

V Schwarz - 2014 - scholar.archive.org
Distributed computation emerged in computer science already some decades ago.
Miniaturization led to efficient and low-cost designs of wireless sensor nodes and thus to a …

Optimized transmission for consensus in wireless sensor networks

S Khobahi, M Soltanalian - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In this paper, we present a consensus-based framework for decentralized estimation of
deterministic parameters in wireless sensor networks (WSNs). In particular, we propose an …

CIMAX: collective information maximization in robotic swarms using local communication

H Hornischer, JC Varughese, R Thenius… - Adaptive …, 2021 - journals.sagepub.com
Robotic swarms and mobile sensor networks are used for environmental monitoring in
various domains and areas of operation. Especially in otherwise inaccessible environments …

Maintaining shared belief in a large multiagent team

P Velagapudi, O Prokopyev, K Sycara… - … on Information Fusion, 2007 - ieeexplore.ieee.org
A cooperative team's performance strongly depends on the view that the team has of the
environment in which it operates. In a team with many autonomous vehicles and many …

Evaluation of continuous consensus algorithm in border surveillance missions

C Drăgana, G Stamatescu, A Dobrin… - 2016 8th International …, 2016 - ieeexplore.ieee.org
Large scale wireless sensor networks require intelligent and reliable distributed information
processing mechanisms which can effectively delegate decision at the field level …

Decentralized decision-making on robotic networks with hybrid performance metrics

F Rossi, M Pavone - 2013 51st Annual Allerton Conference on …, 2013 - ieeexplore.ieee.org
The past decade has witnessed a rapidly growing interest in decentralized algorithms for
collective decision-making in cyber-physical networks. For a large variety of settings, control …

Game theoretic optimal sensor deployment

M Zhu, S Martínez, M Zhu, S Martínez - … Control of Multi-Agent Networks in …, 2015 - Springer
In noncooperative games, players are self-interested and aim to maximize their own utilities.
The selfishness makes the decision-making of players naturally distributed. This attractive …