IEICE Communications Express
Online ISSN : 2187-0136
ISSN-L : 2187-0136
Radio propagation prediction using deep neural network and building occupancy estimation
Kazuya InoueKoichi IchigeTatsuya NagaoTakahiro Hayashi
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2020 Volume 9 Issue 10 Pages 506-511

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Abstract

In this paper, we propose a radio propagation prediction method using machine learning and building occupancy estimation. There have been learning-based researches using aerial photographs and building occupancy images as spatial information. However, the availability of building occupancy images are often limited to urban areas. We assume the situation that only the aerial photographs are available, and aim to improve radio propagation prediction accuracy by estimating building occupancy images from the given aerial photographs.

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© 2020 The Institute of Electronics, Information and Communication Engineers
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