Integration of multi-modal fusion and edge computing in smart elderly care system for intelligent buildings

With the increasing aging of the population, the problem of old-age care is increasingly prominent. In China, 21.3% (Five-year prediction of the trend of deep aging), this study proposes a smart home-based elderly service system based on the intelligent building system. Pass "Three-dimensional linkage" Architecture (home—community—medical vertical continuity + security/environment/lighting horizontal integration + edge—cloud collaboration), integration Smoke Innovative technologies such as identification algorithm (misald alarm rate 0.7%) and enhanced learning lighting control (energy saving 35%). In order to solve"9073"The problem of home-based old-age care in the old-age care model provides technical solutions. Solving the problem of old-age care caused by population aging is of great practical significance.

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Publication Details

Journal
Discover Internet of Things
Published
2026-02-26
DOI
https://doi.org/10.1007/s43926-026-00303-z
Primary Topic
Context-Aware Activity Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
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Integration of multi-modal fusion and edge computing in smart elderly care system for intelligent buildings

Hui Li, Yuhang Li, Xia Liu, Liang Zhang et al.
Discover Internet of Things
Context-Aware Activity Recognition Systems
article

Integration of multi-modal fusion and edge computing in smart elderly care system for intelligent buildings

Hui Li, Yuhang Li, Xia Liu, Liang Zhang, Fen Zhou
article en

Abstract

With the increasing aging of the population, the problem of old-age care is increasingly prominent. In China, 21.3% (Five-year prediction of the trend of deep aging), this study proposes a smart home-based elderly service system based on the intelligent building system. Pass "Three-dimensional linkage" Architecture (home—community—medical vertical continuity + security/environment/lighting horizontal integration + edge—cloud collaboration), integration Smoke Innovative technologies such as identification algorithm (misald alarm rate 0.7%) and enhanced learning lighting control (energy saving 35%). In order to solve"9073"The problem of home-based old-age care in the old-age care model provides technical solutions. Solving the problem of old-age care caused by population aging is of great practical significance.

Discover Internet of Things
Beijing Polytechnic (CN)
Affordable and clean energy
Openalex Percentile: Top 44%
Context-Aware Activity Recognition Systems
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