Self-healing sensor data for wireless sensor networks
| Project/Area Number |
26330098
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Software
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| Research Institution | National Institute of Informatics |
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Principal Investigator |
Tei Kenji 国立情報学研究所, アーキテクチャ科学研究系, 准教授 (40434295)
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| Co-Investigator(Kenkyū-buntansha) |
本位田 真一 国立情報学研究所, アーキテクチャ科学研究系, 教授 (70332153)
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| Project Period (FY) |
2014-04-01 – 2017-03-31
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| Project Status |
Completed (Fiscal Year 2016)
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| Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
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| Keywords | 自己修復 / センサーネットワーク / センサデータ |
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| Outline of Final Research Achievements |
We proposed a self-healing technique to automatically correct data faults in sensor readings obtained from wireless sensor network. Sensor data naturally includes data faults and the faults should be corrected as much as possible in order to prevent depraving estimation accuracy caused by the faults. Recent studies showed that there are some well-known types of faults, and that faults will increase during operating of systems. In this research, we proposed scalable self-healing techniques that automatically identify, classify, and correct sensor faults to eliminate faults without human intervention.
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Report
(4 results)
Research Products
(23 results)
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[Presentation] 自己適応システムのための実行時環境モデル学習手法2016
Author(s)
Moeka Tanabe, Kenji Tei, Yoshiaki Fukazawa and Shinichi Honiden
Organizer
合同エージェントワークショップ＆シンポジウム2016 (JAWS2016)
Place of Presentation
岐阜
Year and Date
2016-09-15
Related Report
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[Presentation] Assured and Correct Dynamic Update of Controllers2016
Author(s)
Leandro Nahabedian, Victor Braberman, Nicolas D’Ippolito, Shinichi Honiden, Jeff Kramer, Kenji Tei and Sebastian Uchitel
Organizer
11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS2016)
Place of Presentation
Austin, USA
Year and Date
2016-05-16
Related Report
Int'l Joint Research
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[Presentation] Assured and Correct Dynamic Update of Controllers2016
Author(s)
Kenji Tei with Leandro Nahabedian, Victor Braberman, Nicolas D’Ippolito, Shinichi Honiden, Jeff Kramer, and Sebastian Uchitel
Organizer
Workshop on Formal and Model-Driven Techniques for Developing Trustworthy Systems (FM&MDD)
Place of Presentation
東京
Related Report
Invited
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