Bounded Dynamic Stochastic Systems: Modelling and Control

Brief paper: Minimum entropy of B-spline PDF systems with mean constraint

Automatica (Journal of IFAC)

Fault tolerant control based on stochastic distributions via MLP neural networks

Neurocomputing

Brief paper: Optimal probability density function control for NARMAX stochastic systems

Automatica (Journal of IFAC)

Complex stochastic systems modelling and control via iterative machine learning

Neurocomputing

Adaptive Tracking Control for the Output PDFs Based on Dynamic Neural Networks

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

H∞Tracking Control of Descriptor Nonlinear System for Output PDFs of Stochastic Systems Based on B-Spline Neural Networks

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

Steady-State Modeling and Control of Molecular Weight Distributions in a Styrene Polymerization Process Based on B-Spline Neural Networks

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

MIMO Probability Density Function Control Using Simple LOG-MLP Neural Networks

ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part II

Constrained discrete-time PI controller design for output PDFs of stochastic systems with time delays

International Journal of Systems Science

Optimal fault-detection filtering for non-Gaussian systems via output PDFs

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans

Constrained PI tracking control for output probability distributions based on two-step neural networks

IEEE Transactions on Circuits and Systems Part I: Regular Papers

Adaptive statistic tracking control based on two-step neural networks with time delays

IEEE Transactions on Neural Networks

An ILC-based adaptive control for general stochastic systems with strictly decreasing entropy

IEEE Transactions on Neural Networks

Brief paper: Distribution function tracking filter design using hybrid characteristic functions

Automatica (Journal of IFAC)

Recent advances on stochastic distribution control: probability density function control

CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference

Fault detection for NARMAX stochastic systems using entropy optimization principle

CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference

Probability density function predictive control based on the rational square-root B-spline model

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

Neuro-PID controller design for Networked Control Systems with non-linearity and random delays using Fisher information

International Journal of Systems, Control and Communications

Shape control of conditional output probability density functions for linear stochastic systems with random parameters

International Journal of Systems, Control and Communications

Statistic tracking control: a multi-objective optimization algorithm

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II

An optimal iterative learning scheme for dynamic neural network modelling

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Output PDF shaping of singular weights system: monotonical performance design

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Design of new fault diagnosis and fault tolerant control scheme for non-Gaussian singular stochastic distribution systems

Automatica (Journal of IFAC)

An entropy approach to filtering for networked control systems

International Journal of Computer Applications in Technology

EEG-based expert system using complexity measures and probability density function control in alpha sub-band

Integrated Computer-Aided Engineering