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http://hdl.handle.net/10119/15490
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| Title: | Highly available data interpolation (HADI) scheme for automated system in smart home environment |
| Authors: | LI, Cheng
FANG, Yuan
LIM, Yuto
TAN, Yasuo |
| Keywords: | Smart Homes
Sensor
Data Restoration
Data Availability
Data Interpolation |
| Issue Date: | 2018-01-23 |
| Publisher: | The Institute of Electronics, Information and Communication Engineers (IEICE) |
| Magazine name: | IEICE Technical Report |
| Volume: | 117 |
| Number: | 426 |
| Start page: | 35 |
| End page: | 40 |
| Abstract: | Today, hundreds or even thousands of sensors are spatially deployed in the smart home environment. Throughthese sensed data, an automated system, e.g., home energy management system (HEMS) requires high availability data to beprocessed and controlled. If some sensors result fault data, this can lead to a low availability data to the automated system. As aresult, the automated system can produce an undesired output parameters and led to the entire system malfunction. In this paper, a generalized highly available data interpolation (HADI) scheme is proposed to take advantages of other heterogeneous data.Numerical simulation reveals that our proposed scheme can achieve high data availability for the automated system withminimum cost computation. |
| Rights: | Copyright (C) 2018 The Institute of Electronics, Information and Communication Engineers (IEICE). Cheng LI, Yuan FANG, Yuto LIM, and Yasuo TAN, IEICE Technical Report, 117(426), 2018, 35-40. |
| URI: | http://hdl.handle.net/10119/15490 |
| Material Type: | publisher |
| Appears in Collections: | b10-1. 雑誌掲載論文 (Journal Articles)
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| 24704.pdf | | 1775Kb | Adobe PDF | View/Open |
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