Stochastic Dosimetry Based on Low Rank Tensor Approximations for the Assessment of Children Exposure to WLAN Source

Abstract

In this study, the exposure of a female eight-year old child to a WLAN access point located in an unknown position in a realistic indoor environment was investigated. A stochastic dosimetry approach based on low rank tensor approximation was used to develop surrogate models to quickly estimate the specific absorption rate in all the possible positions of the WLAN source and the child. Results showed that, for all the possible positions in the room, the exposure values were significantly below the limits of the International Commission of Non-Ionizing Radiation Protection guidelines for general public exposure. The variation of the positions of the source and the child greatly influenced the exposure, resulting in quartile coefficient of dispersion values always higher than 65%. The WLAN source positions, among all the possible ones, that minimize the exposure of the child staying in the rectangular room were found to be on the sides of the smaller wall of the room.