Human Activity Recognition (HAR) in Smart Homes

Generally, Human Activity Recognition (HAR) consists of monitoring and analyzing the behavior of one or more persons in order to deduce their activity. In a smart home context, the HAR consists of monitoring daily activities of the residents. Thanks to this monitoring, a smart home can offer home assistance services to improve quality of life, autonomy and health of their residents, especially for elderly and dependent people.

Mots clés

opportunities challenges HAR challenges opportunities taxonomies ambient assisting living smart home deep learning human activity recognition survey

Domaines

Intelligence artificielle [cs.AI]

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har-in-smart-homes.pdf (72.51 Ko)

har-in-smart-homes-2.pdf (67.94 Ko)

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https://hal.science/hal-03436948

Soumis le : lundi 20 décembre 2021-12:29:50

Dernière modification le : mardi 17 septembre 2024-15:57:29

Dates et versions

hal-03436948 , version 1 (20-12-2021)

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Identifiants

HAL Id : hal-03436948 , version 1
ARXIV : 2112.11232

Citer

Damien Bouchabou, Christophe Lohr, Ioannis Kanellos, Sao Mai Nguyen. Human Activity Recognition (HAR) in Smart Homes. 2021, https://encyclopedia.pub/17108. ⟨hal-03436948⟩

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