Distributed estimation via opinion dynamics

NC Sevüktekin, AG Schwing… - 2019 IEEE 62nd …, 2019 - ieeexplore.ieee.org
Distributed networks comprising decision-making units of variable competence are used to
perform a sequence of tasks. Estimation of the local competences based solely on …

A comparison of axiomatic distance-based collective intelligence methods for wireless sensor network state estimation in the presence of information injection

JK Skolfield, R Yasmin, AR Escobedo… - 2020 IEEE 6th World …, 2020 - ieeexplore.ieee.org
Wireless sensor networks are a cost-effective means of data collection, especially in areas
which may not have significant infrastructure. There are significant challenges associated …

Bounded confidence opinion dynamics with network constraints and localized distributed averaging

M Rabbat - 2012 IEEE Statistical Signal Processing Workshop …, 2012 - ieeexplore.ieee.org
We study bounded confidence opinion dynamics on graphs. At each iteration, agents
average their opinions with those of their neighbors in the graph who have similar opinions …

Self-rating in a community of peers

W Li, F Bassi, L Galluccio… - 2016 IEEE 55th …, 2016 - ieeexplore.ieee.org
Consider a community of agents, all performing a predefined task, but with different abilities.
Each agent may be interested in knowing how well it performs in comparison with her peers …

Ordered transmission for efficient wireless autonomy

Y Chen, BM Sadler, RS Blum - 2018 52nd asilomar conference …, 2018 - ieeexplore.ieee.org
Collaborative autonomous systems may rely on wireless communications in dynamic
settings. Fundamental to these systems is collaborative decision making, gathering …

Achieving consensus under bounded confidence in multi-agent distributed decision-making

R Dabarera, TL Wickramarathne… - 2019 22th …, 2019 - ieeexplore.ieee.org
Understanding the conditions under which a multiagent system reaches a consensus has
wide applicability in distributed decision-making environments. The iterative exchange of …

Sensing enhancement on complex networks

M Brede, GR Moreno - Complex Networks & Their Applications X: Volume …, 2022 - Springer
Previous work has shown that communication between agents with some preference
towards adopting the majority opinion can enhance the quality of error-prone individual …

Benchmarking performances of collective decision-making strategies with respect to communication bandwidths in discrete collective estimation

Q Shan, S Mostaghim - International Conference on Swarm Intelligence, 2022 - Springer
Multi-option collective decision making is an emergent topic of study within the field of
swarm intelligence. Many strategies have been proposed to enable decentralized and …

Accelerating distributed averaging in sensor networks: Randomized gossip over virtual coordinates

V Freschi, E Lattanzi, A Bogliolo - 2016 IEEE Sensors …, 2016 - ieeexplore.ieee.org
Distributed averaging represents a central task in many applications related to sensor
networks, ad-hoc networks, and embedded wireless systems. These systems are typically …

A generalized distributed consensus algorithm for monitoring and decision making in the iot

D Carvin, P Owezarski, P Berthou - … Conference on Smart …, 2014 - ieeexplore.ieee.org
In this paper, we propose a method to distributively monitor a dynamic mobile network. For
this purpose, we take advantage of the consensus theory to provide each node with a …