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Modèles et Simulation pour le Test de Circuits Mixtes, la Fouille de Données et les Réseaux de Capteurs Sans Fil

Ahcène Bounceur 1
1 Lab-STICC_UBO_CACS_MOCS
UBO - Université de Brest, Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
Abstract : This document is written in the aim to obtain an HDR degree from the University of Western Brittany. It presents a synthesis of research methods based essentially on Computer Aided Test (CAT) Tools for testing mixed-signal circuits. These methods are mainly based on statistical modeling and Monte Carlo simulation. They were performed at TIMA Laboratory in Grenoble from 2003 to 2008, and at Lab-STICC Laboratory of Brest since 2008 to date. Chapter 1 presents a summary of research, teaching and administrative work since 2002. It introduces research on CAD tools for testing mixed-signal circuits. Chapter 2 presents the research work done from 2008 until today. It illustrates in detail the research being conducted, mainly in the field of circuit testing, while showing the limitations of the previously proposed methods and how they were addressed and resolved. Chapter 3 presents the future work, which is divided into three main families. The first family is a continuity of the work in the field of circuit testing. The second family is based on the use of statistical modeling techniques in the field of data mining. The third family concerns the development of a new wireless sensor network simulator. The objective of this simulator is the development of statistical and simulation models for the acceleration of simulations as well as the prediction and parallel computation of the energy in a reliable wireless sensor network.
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https://hal.univ-brest.fr/tel-01081211
Contributor : Ahcène Bounceur <>
Submitted on : Thursday, August 31, 2017 - 2:02:17 AM
Last modification on : Wednesday, June 24, 2020 - 4:19:25 PM
Long-term archiving on: : Friday, December 1, 2017 - 5:04:25 PM

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  • HAL Id : tel-01081211, version 2

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Ahcène Bounceur. Modèles et Simulation pour le Test de Circuits Mixtes, la Fouille de Données et les Réseaux de Capteurs Sans Fil. Modélisation et simulation. Laboratoire Lab-STICC, Université de Bretagne Occidentale (UBO), 2014. ⟨tel-01081211v2⟩

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