Electrical field reconstruction by GAN

Yinfeng Zhou; Xuejun Zhang; Huirong Li; Shengtao Wang

doi:10.1117/12.2628066

18 February 2022 Electrical field reconstruction by GAN

Yinfeng Zhou, Xuejun Zhang, Huirong Li, Shengtao Wang

Proceedings Volume 12162, International Conference on High Performance Computing and Communication (HPCCE 2021); 121620B (2022) https://doi.org/10.1117/12.2628066
Event: 2021 International Conference on High Performance Computing and Communication, 2021, Guangzhou, China

Abstract

With the popularity of smart wearables and smart homes, any product with WWAN or WIFI functionality is likely to be subject to Specific Absorption Rate (SAR) testing in order to ensure its security. According to regulatory requirements, SAR testing is mandatory once the usage distance and maximum power exceeds the specified exemption limits. Any SAR value can consequently be deduced from electric fields measurement within a given dielectric medium, usually assumed as homogeneous for practical convenience. In this paper, six antenna numerical models are designed and simulated using SAMCAD software to obtain two-dimensional electric field data and three-dimensional electric field data, and the twodimensional data are used as input training for the GAN to generate three-dimensional data. The experimental results show that the electric field reconstruction method proposed in this paper is effective.

Citation Download Citation

Yinfeng Zhou, Xuejun Zhang, Huirong Li, and Shengtao Wang "Electrical field reconstruction by GAN", Proc. SPIE 12162, International Conference on High Performance Computing and Communication (HPCCE 2021), 121620B (18 February 2022); https://doi.org/10.1117/12.2628066

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available