Stochastic Modelling of 3D Electric Fields in Children Brain exposed to 50 Hz Magnetic Field with Uncertain Orientation

E Chiaramello 1 M. Parazzini 1 S. Fiocchi 1 M Bonato 1 Laurent Le Brusquet 2 P Ravazzani 1
1 CNR - Consiglio Nazionale delle Ricerche, Istituto di Elettronica e di Ingegneria dell’Informazione e delle Telecomunicazioni IEIIT
2 L2S - Laboratoire des signaux et systèmes
Abstract : This study focused on the evaluation of the electric field induced in the brain grey matter of a 5 years child when exposed to uniform magnetic field at 50 Hz with uncertain orientation. An innovative approach that combines Principal Component Analysis (PCA) and Gaussian process regression (Kriging method) in order to build space-dependent surrogate models was applied and validated. Preliminary results showed the feasibility of the approach.
Keywords : stochastic dosimetry ELF-MF exposure surrogate modelling
Document type :
Conference papers
Complete list of metadatas

Cited literature [25 references]  Display  Hide  Download
https://hal-centralesupelec.archives-ouvertes.fr/hal-01871323
Contributor : Laurent Le Brusquet <>
Submitted on : Monday, September 10, 2018 - 4:06:29 PM
Last modification on : Tuesday, November 27, 2018 - 4:42:10 PM
Long-term archiving on : Tuesday, December 11, 2018 - 3:33:45 PM

File

IEEE IE 2018 - Chiaramello.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01871323, version 1

Collections

CENTRALESUPELEC | SUP_LSS | SUP_SIGNAUX | INSMI | TDS-MACS | L2S | UNIV-PARIS-SACLAY

Citation

E Chiaramello, M. Parazzini, S. Fiocchi, M Bonato, Laurent Le Brusquet, et al.. Stochastic Modelling of 3D Electric Fields in Children Brain exposed to 50 Hz Magnetic Field with Uncertain Orientation. 2018 IEEE International Conference on Environmental Engineering (EE) (IEEE EE 2018), Mar 2018, Milan, Italy. ⟨hal-01871323⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

79

Files downloads

36

Contact

support.ccsd.cnrs.fr
hal.support@ccsd.cnrs.fr
Logo CCSD