Heterogeneous and multitask wireless sensor networks—Algorithms, applications, and challenges

J Plata-Chaves, A Bertrand, M Moonen… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
Unlike traditional homogeneous single-task wireless sensor networks (WSNs),
heterogeneous and multitask WSNs allow the cooperation among multiple heterogeneous …

Target selection for tracking in multifunction radar networks: Nash and correlated equilibria

N Bogdanović, H Driessen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We consider a target selection problem for multitarget tracking in a multifunction radar
network from a game-theoretic perspective. The problem is formulated as a noncooperative …

A multitask diffusion strategy with optimized inter-cluster cooperation

Y Wang, WP Tay, W Hu - IEEE Journal of Selected Topics in …, 2017 - ieeexplore.ieee.org
We consider a multitask estimation problem where nodes in a network are divided into
several connected clusters, with each cluster performing a least-mean-squares estimation of …

Track selection in multifunction radars for multi-target tracking: An anti-coordination game

N Bogdanović, H Driessen, A Yarovoy - arXiv preprint arXiv:1602.02032, 2016 - arxiv.org
In this paper, a track selection problem for multi-target tracking in a multifunction radar
network is studied using the concepts from game theory. The problem is formulated as a non …

A coalitional game theoretic outlook on distributed adaptive parameter estimation

N Bogdanović, D Ampeliotis… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, the parameter estimation problem based on diffusion least-mean-squares
strategies is analyzed from a coalitional game theoretical perspective. Specifically, while …

Track selection in Multifunction Radars: Nash and correlated equilibria

N Bogdanovic, H Driessen, A Yarovoy - arXiv preprint arXiv:1704.04390, 2017 - arxiv.org
We consider a track selection problem for multi-target tracking in a multifunction radar
network from a game-theoretic perspective. The problem is formulated as a non-cooperative …

Cooperative inference and learning for internet-of-things with limited resources

Y Wang - 2019 - dr.ntu.edu.sg
In the era of big data and Internet-of-Things (IoT), ubiquitous smart devices continuously
sense the environment and generate large amount of data. So that inference and learning …