volume 20 issue 17 pages 10199-10210

Design and Implementation of an Intelligent Assistive System for Visually Impaired People for Aerial Obstacle Avoidance and Fall Detection

Wan-Jung Chang 1
Lifeng Chen 1
Ming-Che Chen 1
Jian Ping Su 1
Cheng You Sie 1
Ching Hsiang Yang 1
Publication typeJournal Article
Publication date2020-09-01
scimago Q1
wos Q1
SJR1.039
CiteScore8.2
Impact factor4.5
ISSN1530437X, 15581748, 23799153
Electrical and Electronic Engineering
Instrumentation
Abstract
This paper proposes an intelligent assistive system based on wearable smart glasses and an intelligent walking stick for visually impaired people to achieve the goals of aerial obstacle avoidance and fall detection. The proposed assistive system comprises wearable smart glasses, an intelligent walking stick, a mobile device app, and a cloud-based information management platform. Visually impaired people can wear the proposed wearable smart glasses and hold the proposed intelligent walking stick to detect aerial obstacles and fall events on roads. Moreover, the proposed intelligent walking stick can vibrate to guide visually impaired people to avoid aerial obstacle collision accidents. Experimental results show that the proposed system can detect aerial obstacles within 3 meters, and the average accuracy of fall detection reaches up to 98.3%. Furthermore, when visually impaired people experience a fall event, an urgent notification is immediately sent to their family members or caregivers.
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GOST |
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GOST Copy
Chang W. et al. Design and Implementation of an Intelligent Assistive System for Visually Impaired People for Aerial Obstacle Avoidance and Fall Detection // IEEE Sensors Journal. 2020. Vol. 20. No. 17. pp. 10199-10210.
GOST all authors (up to 50) Copy
Chang W., Chen L., Chen M., Su J. P., Sie C. Y., Yang C. H. Design and Implementation of an Intelligent Assistive System for Visually Impaired People for Aerial Obstacle Avoidance and Fall Detection // IEEE Sensors Journal. 2020. Vol. 20. No. 17. pp. 10199-10210.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1109/jsen.2020.2990609
UR - https://doi.org/10.1109/jsen.2020.2990609
TI - Design and Implementation of an Intelligent Assistive System for Visually Impaired People for Aerial Obstacle Avoidance and Fall Detection
T2 - IEEE Sensors Journal
AU - Chang, Wan-Jung
AU - Chen, Lifeng
AU - Chen, Ming-Che
AU - Su, Jian Ping
AU - Sie, Cheng You
AU - Yang, Ching Hsiang
PY - 2020
DA - 2020/09/01
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 10199-10210
IS - 17
VL - 20
SN - 1530-437X
SN - 1558-1748
SN - 2379-9153
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2020_Chang,
author = {Wan-Jung Chang and Lifeng Chen and Ming-Che Chen and Jian Ping Su and Cheng You Sie and Ching Hsiang Yang},
title = {Design and Implementation of an Intelligent Assistive System for Visually Impaired People for Aerial Obstacle Avoidance and Fall Detection},
journal = {IEEE Sensors Journal},
year = {2020},
volume = {20},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {sep},
url = {https://doi.org/10.1109/jsen.2020.2990609},
number = {17},
pages = {10199--10210},
doi = {10.1109/jsen.2020.2990609}
}
MLA
Cite this
MLA Copy
Chang, Wan-Jung, et al. “Design and Implementation of an Intelligent Assistive System for Visually Impaired People for Aerial Obstacle Avoidance and Fall Detection.” IEEE Sensors Journal, vol. 20, no. 17, Sep. 2020, pp. 10199-10210. https://doi.org/10.1109/jsen.2020.2990609.