https://nova.newcastle.edu.au/vital/access/ /manager/Index en-au 5 Finite-time H-infinity filtering for nonlinear singular systems with nonhomogeneous Markov jumps https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:48806 H∞ filtering for a class of nonlinear singular nonhomogeneous Markov jump systems by T-S fuzzy approximation approach, where the transition probabilities (TPs) are time-varying and unknown. First, by considering a stochastic Lyapunov functional and rendering the time-varying TPs inside a polytope, a sufficient condition on singular stochastic H∞ finite-time boundedness (SSH∞FTB) for the filtering error systems is given. Then, by using the matrix inequality decoupling technique, a novel linear matrix inequality (LMI) condition on the existence of the finite-time H∞ fuzzy filter is presented. The fuzzy filter is developed in terms of LMIs ensuring the filtering error system is SSH∞FTB. Compared with the previous ones, the proposed design method in this paper has more freedom, leading to less conservative results. A tunnel diode circuit is provided to illustrate the effectiveness and advantage of the design approach proposed in this paper.]]> Thu 06 Apr 2023 16:17:35 AEST ]]> A neuro-fuzzy model for prediction of the indoor temperature in typical Australian residential buildings https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:7166 Sat 24 Mar 2018 08:34:18 AEDT ]]> Centroids of fuzzy sets when membership functions have spikes https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:23717 Sat 24 Mar 2018 07:16:53 AEDT ]]> Rule-based fuzzy systems with weighted power mean firing operator as universal approximators https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:21807 Mon 20 Nov 2023 15:46:41 AEDT ]]> Interpretable and adaptable early warning learning analytics model https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:47361 Fri 13 Jan 2023 14:57:51 AEDT ]]>