Deep learning enabled smart mats as a scalable floor monitoring system

Qiongfeng Shi; Zixuan Zhang; Tianyiyi He; Zhongda Sun; Bingjie Wang; Yuqin Feng; Xuechuan Shan; Budiman Salam; Chengkuo Lee

doi:10.1038/s41467-020-18471-z

Nature Communications (Sep 2020)

Deep learning enabled smart mats as a scalable floor monitoring system

Qiongfeng Shi,
Zixuan Zhang,
Tianyiyi He,
Zhongda Sun,
Bingjie Wang,
Yuqin Feng,
Xuechuan Shan,
Budiman Salam,
Chengkuo Lee

Affiliations

Qiongfeng Shi: Department of Electrical and Computer Engineering, National University of Singapore
Zixuan Zhang: Department of Electrical and Computer Engineering, National University of Singapore
Tianyiyi He: Department of Electrical and Computer Engineering, National University of Singapore
Zhongda Sun: Department of Electrical and Computer Engineering, National University of Singapore
Bingjie Wang: Department of Electrical and Computer Engineering, National University of Singapore
Yuqin Feng: Department of Electrical and Computer Engineering, National University of Singapore
Xuechuan Shan: Singapore Institute of Manufacturing Technology and National University of Singapore (SIMTech-NUS) Joint Lab on Large-area Flexible Hybrid Electronics, National University of Singapore
Budiman Salam: Singapore Institute of Manufacturing Technology and National University of Singapore (SIMTech-NUS) Joint Lab on Large-area Flexible Hybrid Electronics, National University of Singapore
Chengkuo Lee: Department of Electrical and Computer Engineering, National University of Singapore

DOI: https://doi.org/10.1038/s41467-020-18471-z
Journal volume & issue: Vol. 11, no. 1
pp. 1 – 11

Abstract

Read online

Designing efficient and fast monitoring and response systems for smart building/home applications remains a challenge. Here, the authors propose a smart floor monitoring system developed through the integration of self-powered triboelectric sensing mechanism and deep learning data analytics.

Published in Nature Communications

ISSN: 2041-1723 (Online)
Publisher: Nature Portfolio
Country of publisher: United Kingdom
LCC subjects: Science
Website: https://www.nature.com/ncomms/

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