JOURNAL ARTICLE

Event-based state estimation for delayed neural network systems with quantization

Jinliang LiuJiarui TangShumin Fei

Year: 2016 Journal:   Scientia Sinica Informationis Vol: 46 (11)Pages: 1555-1568   Publisher: Science China Press

Abstract

This paper presents an investigation of the state estimation problem for a class of delayed neural network systems with event-triggered communication and quantization.The network bandwidth burden is reduced by using both an event-triggered communication scheme and quantization with which the state estimator design for delayed neural network systems is concerned.Considering the influence of the communication network, an event-based state estimator error dynamic model for delayed neural network systems is firstly constructed

Keywords:
Artificial neural network Estimation Quantization (signal processing) Computer science Neural system State (computer science) Control theory (sociology) Artificial intelligence Algorithm Engineering Neuroscience Psychology Control (management)

Metrics

4
Cited By
0.60
FWCI (Field Weighted Citation Impact)
27
Refs
0.76
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Neural Networks Stability and Synchronization
Physical Sciences →  Computer Science →  Computer Networks and Communications
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Machine Learning and ELM
Physical Sciences →  Computer Science →  Artificial Intelligence

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