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architecture for embedded system of Automated and Reliable Mapping of indoor installations


Thesis topic details

General information

Organisation

The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas :
• defence and security,
• nuclear energy (fission and fusion),
• technological research for industry,
• fundamental research in the physical sciences and life sciences.

Drawing on its widely acknowledged expertise, and thanks to its 16000 technicians, engineers, researchers and staff, the CEA actively participates in collaborative projects with a large number of academic and industrial partners.

The CEA is established in ten centers spread throughout France
  

Reference

SL-DRT-24-0517  

Direction

DRT

Thesis topic details

Category

Technological challenges

Thesis topics

architecture for embedded system of Automated and Reliable Mapping of indoor installations

Contract

Thèse

Job description

The research focuses on the 3D localization of data from measurements inside buildings, where satellite location systems, such as GPS, are not operational. Different solutions exist in the literature, they rely in particular on the use of SLAM (Simultaneous Localization And Mapping) algorithms, but the 3D reconstruction is generally carried out a posteriori. In order to be able to propose this type of approach for embedded systems, a first thesis was carried out and led to a choice of algorithms to embed and a draft of the electronic architecture. A first proof of concept was also realized. Continuing this work, the thesis will have to propose a method allowing the localization device to be easily embedded on a wide range of nuclear measuring equipment (diameter, contamination meter, portable spectrometry, etc.). The work is not limited to a simple integration phase; it requires an architectural exploration, which will be based on adequacy between algorithm and architecture. These approaches will make it possible to respect different criteria, such as weight and small size so as not to compromise ergonomics for the operators carrying out the maps and quality of the reconstruction to ensure the reliability of the input data for the Digital Twin models.

University / doctoral school

PHENIICS (PHENIICS)
Paris-Saclay

Thesis topic location

Site

Saclay

Requester

Position start date

01/06/2024

Person to be contacted by the applicant

CORRE Gwenolé gwenole.corre@cea.fr
CEA
DRT/LIST/DIN/SIMRI/LEMA
CEA Saclay
DRT/LIST/DIN/SIMRI/LEMA
Bât 516, Point courrier 72

0169082785

Tutor / Responsible thesis director

CARREL Frédérick frederick.carrel@cea.fr
CEA
DRT/DIN
CEA Paris-Saclay
Bâtiment 534B - PC 72
91191 Gif-sur-Yvette cedex
01 69 08 58 16

En savoir plus

https://www.researchgate.net/profile/Gwenole-Corre
https://list.cea.fr/fr/page/instrumentation-numerique-interfacer-le-monde-des-capteurs-et-celui-des-algorithmes/