Title :
RF Exposure Assessment of Children´s Organs using surrogate model built with electromagnetic solvers and Statistics
Author :
Joe, Wiart ; Pierric, Kersaudy ; Amal, Ghanmi ; Nadege, Varsier ; Abdelhamid, Hadjem ; Picon, Odile
Author_Institution :
WHIST Lab. Inst. Mines Telecom, Paris, France
Abstract :
The stochastic dosimetry is a novel approach combining numerical electromagnetic solver and statistics to manage the influence of variations of the inputs on the outputs of heavy dosimetric numerical calculations. In this paper, a surrogate model to heavy simulations is built and used to assess the RF exposure of children´s organs with a mobile located in a trouser pocket, with a device having 4 degrees of freedom for its location The surrogate model is built using a truncation of a Generalized Polynomial Chaos Expansion. The surrogate model, substituted to the FDTD method (Finite Difference in Time Domain method), is after that, with 10,000 estimations, used to characterize the statistical distribution of the organs exposure.
Keywords :
biological effects of microwaves; biological organs; dosimetry; electromagnetic wave propagation; finite difference time-domain analysis; statistical distributions; stochastic processes; FDTD method; Generalized Polynomial Chaos Expansion; RF exposure assessment; children organ exposure; finite difference in time domain method; numerical electromagnetic solver; statistical distribution; statistics; stochastic dosimetry; surrogate model; trouser pocket; Chaos; Computational modeling; Finite difference methods; Numerical models; Polynomials; Radio frequency; Time-domain analysis; FDTD; Polynomial Chaos; SAR; Surrogate model; dosimetry; radio Frequency; uncertainty; variability;
Conference_Titel :
Antennas and Propagation (EuCAP), 2015 9th European Conference on
Conference_Location :
Lisbon