Title:
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Nonlinear system inversion applied to random variable generation
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Author:
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Pagès Zamora, Alba Maria; Lagunas Hernandez, Miguel A.; Mestre Pons, Francesc X.
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Other authors:
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Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. SPCOM - Grup de Recerca de Processament del Senyal i Comunicacions; Universitat Politècnica de Catalunya. A&MP - Grup de Processament d'Arrays i Sistemes Multicanal |
Abstract:
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A method to design random variable (RV) generators with the same probability density function (PDF) as a given RV record is presented. The resulting RV generator is a nonlinear system that when driven by a uniformly distributed RV, provides an output RV with the desired PDF distribution. The analytical description of the desired PDF is not needed; in fact, only a data record of the desired RV is used. Inversion of nonlinear systems and nonlinear system adaptive design are used. |
Abstract:
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Peer Reviewed |
Subject(s):
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-Àrees temàtiques de la UPC::Enginyeria de la telecomunicació -Signal processing -Probabilities -Adaptive signal processing -Nonlinear systems -Probability -Random processes -Tractament del senyal -Probabilitats |
Rights:
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Document type:
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Article - Published version Conference Object |
Published by:
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Institute of Electrical and Electronics Engineers (IEEE)
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