Browsing AURA by Journals "Abstract and Applied Analysis"
Now showing items 1-20 of 51
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A fast Logdet divergence based metric learning algorithm for large data sets classification
(Journal article; Peer reviewed, 2014)Large data sets classification is widely used in many industrial applications. It is a challenging task to classify large data sets efficiently, accurately, and robustly, as large data sets always contain numerous instances ... -
A filtering algorithm for maneuvering target tracking based on smoothing spline fitting
(Journal article; Peer reviewed, 2014)Maneuvering target tracking is a challenge. Target's sudden speed or direction changing would make the common filtering tracker divergence. To improve the accuracy of maneuvering target tracking, we propose a tracking ... -
A mahalanobis hyperellipsoidal learning machine class incremental learning algorithm
(Journal article; Peer reviewed, 2014)A Mahalanobis hyperellipsoidal learning machine class incremental learning algorithm is proposed. To each class sample, the hyperellipsoidal that encloses as many as possible and pushes the outlier samples away is trained ... -
A novel data-driven fault diagnosis algorithm using multivariate dynamic time warping measure
(Journal article; Peer reviewed, 2014)Process monitoring and fault diagnosis (PM-FD) has been an active research field since it plays important roles in many industrial applications. In this paper, we present a novel data-driven fault diagnosis algorithm which ... -
A novel research on rough clustering algorithm
(Journal article; Peer reviewed, 2014)The aim of this study is focusing the issue of traditional clustering algorithm subjects to data space distribution influence, a novel clustering algortihm combined with rough set theory is employed to the normal clustering. ... -
A partial robust M-regression-based prediction and fault detection method
(Journal article; Peer reviewed, 2014)Due to its simplicity and easy implementation, partial least squares (PLS) serves as an efficient approach in large-scale industrial process. However, like many data-based methods, PLS is quite sensitive to outliers, which ... -
A simplified predictive control of constrained Markov jump system with mixed uncertainties
(Journal article; Peer reviewed, 2014)A simplified model predictive control algorithm is designed for discrete-time Markov jump systems with mixed uncertainties. The mixed uncertainties include model polytope uncertainty and partly unknown transition probability. ... -
Advanced stochastic control systems with engineering applications
(Journal article; Peer reviewed, 2014) -
Asymptotic behavior of higher-order quasilinear neutral differential equations
(Journal article; Peer reviewed, 2014)We study asymptotic behavior of solutions to a class of higher-order quasilinear neutral differential equations under the assumptions that allow applications to even- and odd-order differential equations with delayed and ... -
BIBO stability analysis for delay switched systems with nonlinear perturbation
(Journal article; Peer reviewed, 2013)The problem of bounded-input bounded-output ( BIBO) stability is investigated for a class of delay switched systems with mixed time-varying discrete and constant neutral delays and nonlinear perturbation. Based on the ... -
Chaos synchronization based on unknown input proportional multiple-integral fuzzy observer
(Journal article; Peer reviewed, 2013)This paper presents an unknown input Proportional Multiple-Integral Observer (PIO) for synchronization of chaotic systems based on Takagi-Sugeno (TS) fuzzy chaotic models subject to unmeasurable decision variables and ... -
Deconvolution filtering for nonlinear stochastic systems with randomly occurring sensor delays via probability-dependent method
(Journal article; Peer reviewed, 2013)This paper deals with a robust H inf deconvolution filtering problem for discrete-time nonlinear stochastic systems with randomly occurring sensor delays. The delayed measurements are assumed to occur in a random way ... -
Development of La3+ Doped CeOthick film humidity sensors
(Journal article; Peer reviewed, 2014)The humidity sensitive characteristics of the sensor fabricated from 10 mol% Ladoped CeOnanopowders with particle size 17.26 nm synthesized via hydrothermal method were investigated at different frequencies. It was found ... -
Direct adaptive tracking control for a class of pure-feedback stochastic nonlinear systems based on fuzzy-approximation
(Peer reviewed; Journal article, 2014)The problem of fuzzy-based direct adaptive tracking control is considered for a class of pure-feedback stochastic nonlinear systems. During the controller design, fuzzy logic systems are used to approximate the packaged ... -
Distributed consensus for discrete-time directed networks of multi-agents with time-delays and random communication links
(Journal article; Peer reviewed, 2013)This paper is concerned with the leader-following consensus problem in mean-square for a class of discrete-time multiagent systems. The multiagent systems under consideration are the directed and contain arbitrary discrete ... -
Exploring the best classification from average feature combination
(Peer reviewed; Journal article, 2014)Feature combination is a powerful approach to improve object classification performance. While various combination algorithms have been proposed, average combination is almost always selected as the baseline algorithm to ... -
Fault detection for wireless network control systems with stochastic uncertainties and time delays
(Journal article; Peer reviewed, 2014)The fault detection problem is investigated for a class of wireless network control systems which has stochastic uncertainties in the state-space matrices, combined with time delays and nonlinear disturbance. First, the ... -
Finite-Time control and estimation for complex and practical dynamical systems
(Journal article; Peer reviewed, 2014) -
Finite-time control for attitude tracking maneuver of rigid satellite
(Journal article; Peer reviewed, 2014)The problem of finite-time control for attitude tracking maneuver of a rigid spacecraft is investigated. External disturbance, unknown inertia parameters are addressed. As stepping stone, a sliding mode controller is ... -
Finite-time distributed energy-to-peak control for uncertain multiagent systems
(Journal article; Peer reviewed, 2014)This paper investigates the finite-time distributed L2-L∞ consensus control problem of multiagent systems with parameter uncertainties. The relative states of neighboring agents are used to construct the control law and ...