Performance enhancement of learning tracking systems over fading channels with multiplicative and additive randomness
D Shen, G Qu - IEEE Transactions on Neural Networks and …, 2019 - ieeexplore.ieee.org
This paper applies learning control to repetitive systems over fading channels at both output
and input sides to improve tracking performance without applying restrictive fading …
and input sides to improve tracking performance without applying restrictive fading …
Nonfragile dissipative fuzzy PID control with mixed fading measurements
This article is concerned with the extended dissipative fuzzy proportional–integral–derivative
(PID) control problem for nonlinear systems subject to controller parameter perturbations …
(PID) control problem for nonlinear systems subject to controller parameter perturbations …
Learning tracking control over unknown fading channels without system information
A novel data-driven learning control scheme is proposed for unknown systems with
unknown fading sensor channels. The fading randomness is modeled by multiplicative and …
unknown fading sensor channels. The fading randomness is modeled by multiplicative and …
Averaging techniques for balancing learning and tracking abilities over fading channels
With the wide use of networks in repetitive systems, channels between a plant and a
controller may experience random fading, which is a common problem in long-distance …
controller may experience random fading, which is a common problem in long-distance …
Learning tracking over unknown fading channels based on iterative estimation
With fast developments in communication technologies, a large number of practical systems
adopt the networked control structure. For this structure, the fading problem is an emerging …
adopt the networked control structure. For this structure, the fading problem is an emerging …
Learning control for networked stochastic systems with random fading communication
D Shen, G Qu, Q Song - IEEE Transactions on Systems, Man …, 2021 - ieeexplore.ieee.org
The learning control strategy is studied for networked stochastic systems, where the output
and input data are transmitted through multiple independent fading channels. The traditional …
and input data are transmitted through multiple independent fading channels. The traditional …
When multiplicative noise stymies control
We consider the stabilization of an unstable discrete-time linear system that is observed over
a channel corrupted by continuous multiplicative noise. Our main result shows that if the …
a channel corrupted by continuous multiplicative noise. Our main result shows that if the …
Mean-square stabilization over Gaussian finite-state Markov channels
This paper studies the mean-square stabilization problem of discrete-time linear time-
invariant systems over Gaussian finite-state Markov channels, which suffer from both signal …
invariant systems over Gaussian finite-state Markov channels, which suffer from both signal …
Point-to-point learning tracking control via fading communication using reference update strategy
S Huang, D Shen, J Wang - IEEE Transactions on Cybernetics, 2022 - ieeexplore.ieee.org
The networked structure has attracted significant attention due to high demand for industrial
systems and rapid developments of network communication. Among various network …
systems and rapid developments of network communication. Among various network …
Point-to-point learning and tracking for networked stochastic systems with fading communications
This article studies the point-to-point (P2P) learning and tracking problem for networked
stochastic systems with fading communications by iterative learning control. The P2P …
stochastic systems with fading communications by iterative learning control. The P2P …