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Fuzzy Neural Networks for Real Time Control Applications
book

Fuzzy Neural Networks for Real Time Control Applications

by Erdal Kayacan, Mojtaba Ahmadieh Khanesar
October 2015
Intermediate to advanced
264 pages
6h 2m
English
Butterworth-Heinemann
Content preview from Fuzzy Neural Networks for Real Time Control Applications

List of Acronyms/Abbreviations

ANN artificial neural network

BP back propagation

BIBO bounded input bounded output

BIS bispectral index

CPSO continous-time particle swarm optimization

DEKF decoupled extended Kalman filter

DCN distortion caused by noise

EKF extended Kalman filter

EPSC extended prediction self-adaptive controller

FEL feedback error learning

FOU footprint of uncertainty

FLC fuzzy logic controller

FLS fuzzy logic system

FNN fuzzy neural network

FPGA field-programmable gate array

GD gradient descent

HR heart rate

HCPSO higher-order continous-time particle swarm optimization

KF Kalman filter

LM Levenberg-Marquardt

LBM lean body mass

MPC model predictive control

MSE mean-squared error

MF membership function

MIMO multiple input multiple ...

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Publisher Resources

ISBN: 9780128027035