Attack Detection and Approximation in Nonlinear Networked Control Systems Using Neural Networks

Haifeng Niu; Chandreyee Bhowmick; Jagannathan Sarangapani

doi:10.1109/TNNLS.2019.2900430

Attack Detection and Approximation in Nonlinear Networked Control Systems Using Neural Networks

Haifeng Niu
, Chandreyee Bhowmick
, Jagannathan Sarangapani

Electrical and Computer Engineering

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	8668694
Pages (from-to)	235-245
Number of pages	11
Journal	IEEE Transactions on Neural Networks and Learning Systems
Volume	31
Issue number	1
DOIs	https://doi.org/10.1109/TNNLS.2019.2900430
State	Published - Jan 2020

ASJC Scopus Subject Areas

Software
Computer Science Applications
Computer Networks and Communications
Artificial Intelligence

Keywords

Actor-critic network
attack detection
attack estimation
event-triggered control
flow control
networked control system (NCS)
neural network (NN)
optimal control

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10.1109/TNNLS.2019.2900430

Cite this

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title = "Attack Detection and Approximation in Nonlinear Networked Control Systems Using Neural Networks",

keywords = "Actor-critic network, attack detection, attack estimation, event-triggered control, flow control, networked control system (NCS), neural network (NN), optimal control",

author = "Haifeng Niu and Chandreyee Bhowmick and Jagannathan Sarangapani",

note = "Publisher Copyright: {\textcopyright} 2012 IEEE.",

year = "2020",

month = jan,

doi = "10.1109/TNNLS.2019.2900430",

language = "English",

volume = "31",

pages = "235--245",

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T1 - Attack Detection and Approximation in Nonlinear Networked Control Systems Using Neural Networks

AU - Niu, Haifeng

AU - Bhowmick, Chandreyee

AU - Sarangapani, Jagannathan

PY - 2020/1

Y1 - 2020/1

KW - Actor-critic network

KW - attack detection

KW - attack estimation

KW - event-triggered control

KW - flow control

KW - networked control system (NCS)

KW - neural network (NN)

KW - optimal control

UR - https://www.scopus.com/pages/publications/85077664993

UR - https://www.scopus.com/pages/publications/85077664993#tab=citedBy

U2 - 10.1109/TNNLS.2019.2900430

DO - 10.1109/TNNLS.2019.2900430

M3 - Article

C2 - 30892252

SN - 2162-237X

VL - 31

SP - 235

EP - 245

JO - IEEE Transactions on Neural Networks and Learning Systems

JF - IEEE Transactions on Neural Networks and Learning Systems

IS - 1

M1 - 8668694

ER -

Attack Detection and Approximation in Nonlinear Networked Control Systems Using Neural Networks

ASJC Scopus Subject Areas

Keywords

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