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High power amplifier (HPA) is a main source of introducing nonlinear distortions in an orthogonal frequency division multiplexing (OFDM) systems. Methods of improving the power efficiency of a nonlinear amplifier include various amplifier linearization techniques. However amplifier linearization...
The present work is an attempt to show an way of applying the univariate marginal distribution algorithm to non-stationary environments. The main idea used for this purpose is to introduce mutation (to increase diversity) as and when the environment or the optimization function changes....
We propose a method that helps users to understand their own interests by extracting terms from selected link texts and generating a new browsing history, and arranging those terms and Web-page icons on to the user's interest space in chronological order. We have implemented a prototype system...
Extracting meaningful and understandable knowledge from a trained neural network is one of the ultimate goals in the area of data mining. In this paper, we propose a technique for extracting knowledge with less complex mathematical elaboration based on our activation interval projection on each...
With the increasing scope and scale of web-based application services, there is a greater need for flexibility and improved customisation. We report here on a web-based system which goes beyond conventional customisation techniques: according to their level of expertise, clients may not only...
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