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The weakly conditional stability finite-difference time-domain (WCS-FDTD) algorithm is extended to solve the electromagnetic problem in dispersive media in combination with the piecewise linear recursive convolution (PLRC) scheme. This proposed method provides the same accuracy as the PLRC approach yet requires shorter computational time than the recursive convolution (RC) approach.
Joint Probabilistic Data Association (JPDA) is one of the most effective algorithms of Multiple Targets Tracking (MTT) in dense clutter. However, with the increase of the targets tracked and the number of validation measurements, the computational cost of association probability is the choke point in engineering application. Based on the idea of Hopfield neural network applied in TSP and the characteristics...
Because of the restriction caused by the practical application, the semi-supervised learning is generally adopted in pattern recognition. The paper proposed the method, which takes the Support Vector Machine (SVM) as a basic tool with absorbing the transductive inference to make the full use of concerned training sample information so that high-quality separating hyperplane of transductive sample...
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