A Scheme for Sensor Data Reconstruction in Smart Home

Yegang Du*

*この研究の対応する著者

研究成果: Conference contribution

抄録

Today, a large number of sensors are spatially deployed to monitor the environment in smart home. Through sensed data, home automation systems can perceive the surroundings and further provide corresponding services. However, such systems rely on highly available data which cannot be guaranteed by sensors. If some sensors report unavailable data to home automation systems without verification, the systems might malfunction and even affect the safety of residents. In this paper, a generalized highly available data interpolation (HADI) scheme is proposed to serve as a guarantor for sensed data in smart home. HADI takes advantage of the relationship between the faulty sensor and the other heterogeneous sensors to reconstruct the highly available data. Experiments reveal that our proposed scheme can achieve high data availability with less computation cost.

本文言語English
ホスト出版物のタイトルNetwork and System Security - 15th International Conference, NSS 2021, Proceedings
編集者Min Yang, Chao Chen, Yang Liu
出版社Springer Science and Business Media Deutschland GmbH
ページ304-313
ページ数10
ISBN(印刷版)9783030927073
DOI
出版ステータスPublished - 2021
外部発表はい
イベント15th International Conference on Network and System Security, NSS 2021 - Tianjin, China
継続期間: 2021 10月 232021 10月 23

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)
13041 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Conference

Conference15th International Conference on Network and System Security, NSS 2021
国/地域China
CityTianjin
Period21/10/2321/10/23

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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