Robust filtering for gene expression time series data with variance constraints

G Wei, Z Wang, H Shu, K Fraser… - International Journal of …, 2007 - Taylor & Francis
In this paper, an uncertain discrete-time stochastic system is employed to represent a model
for gene regulatory networks from time series data. A robust variance-constrained filtering …

Robust filtering for stochastic genetic regulatory networks with time-varying delay

G Wei, Z Wang, J Lam, K Fraser, GP Rao, X Liu - Mathematical Biosciences, 2009 - Elsevier
This paper addresses the robust filtering problem for a class of linear genetic regulatory
networks (GRNs) with stochastic disturbances, parameter uncertainties and time delays. The …

Robust optimal filtering for linear time‐varying systems with stochastic uncertainties

J Zhang, X He, D Zhou - IET Control Theory & Applications, 2017 - Wiley Online Library
In this study, the robust optimal filtering problem is investigated for a class of linear time‐
varying systems with stochastic uncertainties. A new model is presented that accounts for …

Robust filtering of extended stochastic genetic regulatory networks with parameter uncertainties, disturbances, and time-varying delays

SM Mousavi, VJ Majd - Neurocomputing, 2011 - Elsevier
This paper addresses robust H∞ filtering problem for a nonlinear genetic regulatory network
(GRN), which is extended to include noise and disturbances, parameter uncertainties, and …

Variance-constrained filtering for discrete-time genetic regulatory networks with state delay and random measurement delay

D Chen, W Chen, J Hu, H Liu - International Journal of Systems …, 2019 - Taylor & Francis
This paper is concerned with the variance-constrained filtering problem for a class of
discrete-time genetic regulatory networks (GRNs) with state delay and random one-step …

Filtering for nonlinear genetic regulatory networks with stochastic disturbances

Z Wang, J Lam, G Wei, K Fraser… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
In this paper, the filtering problem is investigated for nonlinear genetic regulatory networks
with stochastic disturbances and time delays, where the nonlinear function describing the …

Delay-dependent robust H∞ filtering of uncertain stochastic genetic regulatory networks with mixed time-varying delays

Y Wang, X Zhang, Z Hu - Neurocomputing, 2015 - Elsevier
In this paper, the robust H∞ filtering problem for uncertain stochastic genetic regulatory
networks (GRNs) with mixed time-varying delays is involved. The uncertain stochastic GRNs …

Robust filtering of uncertain stochastic genetic regulatory networks with time-varying delays

W Wang, S Zhong, F Liu - Chaos, Solitons & Fractals, 2012 - Elsevier
This study is concerned with the problem of robust filtering for stochastic genetic regulatory
networks with time-varying delays and parameter uncertainties. By choosing an appropriate …

Robust filtering for bilinear uncertain stochastic discrete-time systems

Z Wang, H Qiao - IEEE Transactions on Signal Processing, 2002 - ieeexplore.ieee.org
This paper deals with the robust filtering problem for uncertain bilinear stochastic discrete-
time systems with estimation error variance constraints. The uncertainties are allowed to be …

Robust filtering under randomly varying sensor delay with variance constraints

Z Wang, DWC Ho, X Liu - … on Circuits and Systems II: Express …, 2004 - ieeexplore.ieee.org
This paper deals with a new filtering problem for linear uncertain discrete-time stochastic
systems with randomly varying sensor delay. The norm-bounded parameter uncertainties …