Mean-square stability of networked control systems with event driven state quantisation and packet loss
Sign Up to like & getrecommendations! Published in 2018 at "Iet Control Theory and Applications"
DOI: 10.1049/iet-cta.2017.0694
Abstract: This study addresses mean-square stability of networked control system with state quantisation process and suffers random packet losses. A logarithmic quantiser is applied in order to decrease the possibility of the packet loss phenomenon. Also,… read more here.
Keywords: control; square stability; mean square; packet ... See more keywords
Output-based event-triggered resilient control of uncertain NCSs under DoS attacks and quantisation
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Systems Science"
DOI: 10.1080/00207721.2020.1797923
Abstract: This paper studies output-based resilient control of uncertain networked control systems under denial-of-service (DoS) attacks, resilient event-triggered mechanism (ETM) and quantisation. Firstly, to save constrained system resources such as network bandwidth, using information of DoS… read more here.
Keywords: control; output; dos attacks; quantisation ... See more keywords
Multi-distribution noise quantisation: an extreme compression scheme for transformer according to parameter distribution
Sign Up to like & getrecommendations! Published in 2022 at "Connection Science"
DOI: 10.1080/09540091.2021.2024510
Abstract: With the development of deep learning, neural networks are widely used in various fields, and the improved model performance also introduces a considerable number of parameters and computations. Model quantisation is a technique that turns… read more here.
Keywords: quantisation; noise; parameter; model ... See more keywords