Sound source localization and tracking : real life application using UMA-16

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dc.contributor.author Bouznad, Tarek
dc.contributor.other Belouchrani, Adel, Directeur de thèse
dc.contributor.other Tebache, Soufiane, Directeur de thèse
dc.date.accessioned 2025-10-14T09:29:08Z
dc.date.available 2025-10-14T09:29:08Z
dc.date.issued 2025
dc.identifier.other EP00919
dc.identifier.uri http://repository.enp.edu.dz/jspui/handle/123456789/11235
dc.description Mémoire de Projet de Fin d’Études : Electronique : Alger, École Nationale Polytechnique : 2025 fr_FR
dc.description.abstract This thesis addresses two major challenges in acoustic signal processing: motion parameter estimation using the Doppler effect, and sound source localization with microphone arrays. The first part explores how the instantaneous frequency (IF) shift induced by the Doppler effect enables the estimation of a moving source’s velocity, altitude, and emission frequency using a single microphone, through a closed-form solution validated by simulation. The second part focuses on speaker localization and separation using spatial filtering methods (SRP-PHAT, MVDR, LCMV). A real-time system is implemented with a MiniDSP UMA-16 microphone array and a camera for visual projection. fr_FR
dc.language.iso en fr_FR
dc.subject Doppler effect fr_FR
dc.subject Instantaneous frequency fr_FR
dc.subject Motion estimation fr_FR
dc.subject Sound source localization fr_FR
dc.subject Microphone arrays fr_FR
dc.subject Beamforming fr_FR
dc.subject Speaker tracking fr_FR
dc.subject Audio-visual integration fr_FR
dc.title Sound source localization and tracking : real life application using UMA-16 fr_FR
dc.type Thesis fr_FR


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