Automatic Daily Activity Schedule Planning for Simulating Smart House with Elderly People Living Alone

Can Jiang, Akira Mita

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

A simulation tool that supports developers to build scenarios automatically in multiple simulation platforms is proposed. As an essential part of this simulator, this study proposed an activity schedule generator to mimic the daily life of elderly people living alone. This generator outperforms existing methods of activity schedule planning in three aspects: 1) it is adaptive to the layout of a simulated smart house; 2) there is no unspecified time in the timeline of generated schedules; and 3) it generates stable, but not tedious schedules for a number of days. A real-time location data generator is proposed to convert generated schedules to simulated real-time location data of the resident, and a proposed interface converts these simulated location data to simulated records of virtual passive infrared (PIR) sensors, which can be used to optimize placement of PIR sensors in a smart house.

本文言語English
ホスト出版物のタイトルThe Impact of Digital Technologies on Public Health in Developed and Developing Countries - 18th International Conference, ICOST 2020, Proceedings
編集者Mohamed Jmaiel, Hamdi Aloulou, Mounir Mokhtari, Bessam Abdulrazak, Slim Kallel
出版社Springer
ページ171-183
ページ数13
ISBN(印刷版)9783030515164
DOI
出版ステータスPublished - 2020
イベント18th International Conference on Smart Homes and Health Telematics, ICOST 2020 - Hammamet, Tunisia
継続期間: 2020 6 242020 6 26

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
12157 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Conference

Conference18th International Conference on Smart Homes and Health Telematics, ICOST 2020
国/地域Tunisia
CityHammamet
Period20/6/2420/6/26

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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