Effect of event-based sensing on IoT node power efficiency. Case study: Air quality monitoring in smart cities

C Santos, JA Jimenez, F Espinosa - IEEE Access, 2019 - ieeexplore.ieee.org
The predicted growth of urban populations has prompted researchers and administrations to
improve services provided to citizens. At the heart of these services are wireless networks of …

Distributed event-based state estimation for networked systems: An LMI approach

M Muehlebach, S Trimpe - IEEE Transactions on Automatic …, 2017 - ieeexplore.ieee.org
In this paper, a dynamic system is controlled by multiple sensor-actuator agents, each of
them commanding and observing parts of the system's input and output. The different agents …

On stochastic and deterministic event-based state estimation

H Yu, J Shang, T Chen - Automatica, 2021 - Elsevier
This paper investigates the problem of remote event-based state estimation for a linear
discrete-time plant. Both stochastic and deterministic event-based transmission policies are …

Event-based estimation with information-based triggering and adaptive update

A Mohammadi, KN Plataniotis - IEEE Transactions on Signal …, 2017 - ieeexplore.ieee.org
This paper is motivated by recent advancements of cyber-physical systems and significance
of managing limited communication resources in their applications. We propose an open …

An information aware event-triggered scheme for particle filter based remote state estimation

W Li, Z Wang, Q Liu, L Guo - Automatica, 2019 - Elsevier
The remote state estimation problem is considered for general non-Gaussian systems. The
estimator runs particle filtering algorithm to track the non-Gaussian probability density …

Event-triggered learning

F Solowjow, S Trimpe - Automatica, 2020 - Elsevier
The efficient exchange of information is an essential aspect of intelligent collective behavior.
Event-triggered control and estimation achieve some efficiency by replacing continuous data …

Event-triggered state estimation for networked systems with correlated noises and packet losses

C Zhu, Z Su, Y Xia, L Li, J Dai - ISA transactions, 2020 - Elsevier
The event-triggered state estimation for the systems suffering from correlated noises and
packet losses is considered. A communication mechanism that determines the …

Distributed Kalman consensus filter with event-triggered communication: Formulation and stability analysis

C Zhang, Y Jia - Journal of the Franklin Institute, 2017 - Elsevier
This paper deals with the distributed estimation problem for networked sensing system with
event-triggered communication schedules on both sensor-to-estimator channel and …

Event-triggered sequential fusion filters based on estimators of observation noises for multi-sensor systems with correlated noises

N Wang, S Sun - Digital Signal Processing, 2021 - Elsevier
This paper studies event-triggered sequential fusion filtering problems for multi-sensor
systems where observation noises are mutually correlated at the same moment and …

Event-triggered risk-sensitive state estimation for hidden Markov models

J Xu, DWC Ho, F Li, W Yang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
An event-triggered risk-sensitive state estimation problem for hidden Markov models is
investigated in this work. The event-triggered scheme considered is fairly general, which …