Resource-efficient and secure distributed state estimation over wireless sensor networks: A survey

XC Jia - International Journal of Systems Science, 2021 - Taylor & Francis
… The central aim of this paper is thus to provide a survey of the latest advances in … signal
σ k of node indices, in either a deterministic or a random manner. Such a formulation enables …

Distributed state estimation over wireless sensor networks with energy harvesting sensors

W Chen, Z Wang, D Ding, X Yi… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
… In contrast to classical centralized state estimation, a … fied into deterministic and randomized
connections. In contrast to … , each sensor device is powered by a fixed power resource or a …

Optimized transmission for parameter estimation in wireless sensor networks

S Khobahi, M Soltanalian, F Jiang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… We will refer to the two scenarios as centralized and … estimation of deterministic parameters
in wireless sensor networks … and resource allocation in rechargeable sensor networks,” in …

DRL-based resource allocation in remote state estimation

G Pang, W Liu, Y Li, B Vucetic - … on Wireless Communications, 2022 - ieeexplore.ieee.org
centralized ones. Further more, distributed remote estimation systems commonly adopt
centralized … we aim to design a deterministic and stationary resource allocation policy denoted as …

Stochastic event-based sensor schedules for remote state estimation in cognitive radio sensor networks

L Huang, J Wang, E Kung, Y Mo… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… ) estimate on the remote estimator under a deterministic event… rate are first analyzed
with a centralized base station … communication resource,” IEEE Trans. Signal Process., vol. …

Multisensor scheduling for remote state estimation over a temporally correlated channel

J Wei, D Ye - IEEE Transactions on Industrial Informatics, 2022 - ieeexplore.ieee.org
… The event-based scheduling policy achieves better effect of saving communication resources
[13]… space S and action space A are both finite, there exists an optimal deterministic Markov …

[HTML][HTML] Distributed estimation over a low-cost sensor network: A review of state-of-the-art

S He, HS Shin, S Xu, A Tsourdos - Information Fusion, 2020 - Elsevier
state estimation algorithms is the centralised estimation, which processes all sensors’ …
computation Each sensor node randomly or deterministically communicate with one of its …

Dynamic sensor subset selection for centralized tracking of an iid process

A Chattopadhyay, U Mitra - IEEE Transactions on Signal …, 2020 - ieeexplore.ieee.org
… tracking mechanisms with active sensor selection. Centralized tracking of iid process with
known … optima, while requiring very limited computational resource. Numerical results show the …

Remote state estimation with asynchronous mission-critical IoT sensors

M Tang, S Cai, VKN Lau - … Selected Areas in Communications, 2020 - ieeexplore.ieee.org
state estimation stability of the system in the presence of asynchronous access of the sensors.
… to achieve estimation stability under limited communication resources and asynchronous …

Secure event-triggered distributed Kalman filters for state estimation over wireless sensor networks

A Mustafa, M Mazouchi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… In centralized WSNs, all sensors broadcast their … Although eventtriggered distributed state
estimation is resource efficient, … The Byzantine-resilient distributed estimator with deterministic