Binary Sensors-Based Privacy-Preserved Activity Recognition of Elderly Living Alone Using an RNN

Binary Sensors-Based Privacy-Preserved Activity Recognition of Elderly Living Alone Using an RNN

The recent growth of the elderly population has led to the requirement for constant home monitoring as solitary living becomes popular. This protects older people who live alone from unwanted instances such as falling or deterioration caused by some diseases. However, although wearable devices and c...

Full description

Bibliographic Details
Main Authors: Tan-Hsu Tan, Luubaatar Badarch, Wei-Xiang Zeng, Munkhjargal Gochoo, Fady S. Alnajjar, Jun-Wei Hsieh
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
privacy-preserving
device-free
long short-term memory
previous activity
<i>begin time-stamp</i>
convolutional neural network
Online Access:https://www.mdpi.com/1424-8220/21/16/5371

Internet

https://www.mdpi.com/1424-8220/21/16/5371

Similar Items