Objetivo OBJECTIVESThe subject of this project is Blind Source Separation (BSS) and Independent Component Analysis (ICA).The main objectives of the project are to achieve significant advances in:1. Development of theory and algorithms for linear ICA (in particular instantaneous and convolutive ICA, noisy and adaptive ICA), for non-linear ICA, and for separation of non-independent signals.2. Two main application areas: biomedical signals and acoustic mixturesDESCRIPTION OF WORKThe main item of the work to be performed are:1. Theory and algorithms- Analysis of open issues in linear ICA.- Development of better techniques for noisy and/or adaptive ICA- Development of theory and algorithms for nonlinear ICA.- Development of theory and algorithms for separation of non-independent signals.In all these aspects, theoretical issues will be addressed, side by side with the development of algorithms.2. Applications- Applications of these techniques and algorithms to biomedical signals (especially MEG and MNG) for artefact extraction and elimination and for a better interpretation of these signals.- Application for decomposing evoked fields in biomedical signals, enabling direct access to the underlying brain functioning.- Application to the separation of acoustic mixtures, first in well controlled situations and progressively proceeding to less controlled ones (actual persons as speaker, noise, moving sources and microphones).- Application of the separation of acoustic mixtures to the development of a new generation of hearing aids with a much better handling of noisy environments, taking into account the technological constraints for implementing the processing within a wearable device. Ámbito científico natural sciencescomputer and information sciencesinternetinternet of thingsmedical and health scienceshealth sciencesinfectious diseasesRNA virusesHIVnatural sciencesphysical sciencesacoustics Programa(s) FP5-IST - Programme for research, technological development and demonstration on a "User-friendly information society, 1998-2002" Tema(s) 1.1.2.-6.1.1 - FET O: Open domain Convocatoria de propuestas Data not available Régimen de financiación CSC - Cost-sharing contracts Coordinador INSTITUT NATIONAL POLYTECHNIQUE DE GRENOBLE Aportación de la UE Sin datos Dirección 46 AVENUE FELIX VIALLET 38031 GRENOBLE CEDEX 1 Francia Ver en el mapa Coste total Sin datos Participantes (3) Ordenar alfabéticamente Ordenar por aportación de la UE Ampliar todo Contraer todo FRAUNHOFER IAF Alemania Aportación de la UE Sin datos Dirección Tullastr. 72 79108 MÜNCHEN Ver en el mapa Enlaces Sitio web Opens in new window Coste total Sin datos HELSINKI UNIVERSITY OF TECHNOLOGY Finlandia Aportación de la UE Sin datos Dirección OTAKAARI 1 02015 ESPOO Ver en el mapa Coste total Sin datos MCMASTER UNIVERSITY Canadá Aportación de la UE Sin datos Dirección MAIN STREET WEST 1280 L8S 4L8 HAMILTON Ver en el mapa Coste total Sin datos