Deep reinforcement learning sensor scheduling for effective monitoring of dynamical systems
Advances in technology have enabled the use of sensors with varied modalities to monitor
different parts of systems, each providing diverse levels of information about the underlying …
different parts of systems, each providing diverse levels of information about the underlying …
Energy scheduling for DoS attack over multi-hop networks: Deep reinforcement learning approach
This paper studies the energy scheduling for Denial-of-Service (DoS) attack against remote
state estimation over multi-hop networks. A smart sensor observes a dynamic system, and …
state estimation over multi-hop networks. A smart sensor observes a dynamic system, and …
Sensor Transmission Scheduling Over a Time-Varying Channel
XH Liu, GH Yang - IEEE Transactions on Industrial Informatics, 2024 - ieeexplore.ieee.org
This article studies the sensor transmission scheduling problem under energy constraints,
where the time-varying channel from the sensor to the remote state estimator is considered …
where the time-varying channel from the sensor to the remote state estimator is considered …
Subsystem-importance-aware DoS attacks and countermeasures
This paper is concerned with the security issue of remote state estimation in multi-systems.
Note that different subsystems or local state information possess varying levels of …
Note that different subsystems or local state information possess varying levels of …
Innovation-Based Remote State Estimation Secrecy with no Acknowledgments
Secrecy encoding for remote state estimation in the presence of adversarial eavesdroppers
is a well studied problem. Typical existing secrecy encoding schemes rely on the …
is a well studied problem. Typical existing secrecy encoding schemes rely on the …
Multi-sensor Power Allocation for Remote Estimation Over Semi-Markov Fading Channels
M Mei, D Ye, J Wei - IEEE Transactions on Control of Network …, 2023 - ieeexplore.ieee.org
This paper investigates the multi-sensor power allocation (MSPA) problem for remote state
estimation in cyber-physical systems (CPSs). Multiple sensors observe different linear time …
estimation in cyber-physical systems (CPSs). Multiple sensors observe different linear time …
Stochastic dynamic programming solution to transmission scheduling: Multi sensor-multi process with wireless noisy channel
A Forootani, S Forootani, R Iervolino… - Computers and Electrical …, 2023 - Elsevier
We investigate sensor scheduling for remote estimation when multiple smart sensors
monitor multiple stochastic dynamical systems. The sensors transmit their measurements to …
monitor multiple stochastic dynamical systems. The sensors transmit their measurements to …
Importance-Based DoS Attacks in Cyber-Physical Systems
J Wang, J Zou, R Song, H Liu - 2023 China Automation …, 2023 - ieeexplore.ieee.org
This work considers the security issue of the remote state estimation in a multi-process
Cyber-physical system (CPS). Different from the existing works, we propose a novel Denial …
Cyber-physical system (CPS). Different from the existing works, we propose a novel Denial …