Being difficult to determine hidden units's number and unsuitable to select central position in radial basis function (RBF) layer, Particle Swarm Optimization and Resource Allocation (RAN) were proposed for traini...
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Computer aided fusion of multi modality medical images provides a very promising diagnostic tool with numerous clinical applications. The objective of this paper is to present a novel scheme of medical imaging fusion....
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In this paper, we propose a novel general framework for target detection and tracking in infrared image sequences. An integrated tracking system is described by this framework based on multiple models learning online....
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To resolve the problem of the manual analytical method adopted in water quality detection with bad real-time character, this paper introduces a novel kind of Remote Water Quality Measuring and Monitoring System based ...
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Weigh-in-motion (WIM) is a better way that can gain the true weight of vehicle which is moving on the highway at a high speed. In this paper, the principle of piezoelectric sensor is introduced, and the WIM signal mod...
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A novel systematic quality monitoring and prediction method based on Fisher discriminant analysis (FDA) and kernel regression is proposed. The FDA method is first used for quality monitoring. If the process is un-der ...
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A novel systematic quality monitoring and prediction method based on Fisher discriminant analysis (FDA) and kernel regression is proposed. The FDA method is first used for quality monitoring. If the process is un-der normal condition, then kernel regression is further used for quality prediction and estimation. If faults have oc-curred, the contribution plot in the fault feature direction is used for fault diagnosis. The proposed method can ef-fectively detect the fault and has better ability to predict the response variables than principle component regression (PCR) and partial least squares (PLS). Application results to the industrial fluid catalytic cracking unit (FCCU) show the effectiveness of the proposed method.
The non-interacting control method of permanentmagnet synchronous motor(PMSM) is proposed by using exact linearization via state variable feedback. The conditions of exact linearization are discussed with differential...
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Surface electromyogram (EMG) from elbow, wrist and hand has been widely used as an input of multifunction prostheses for many years. However, for patients with high-level limb deficiencies, muscle activities in upper-...
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In this study, an expert knowledge-based automatic sleep stage determination system working on a multivalued decision making method is developed. Visual inspection by a qualified clinician is adopted to obtain the exp...
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