A low redundancy data collection scheme to maximize lifetime using matrix completion technique

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成果类型：

期刊论文

作者：

Tan, Jiawei;Liu, Wei;Xie, Mande*;Song, Houbing;Liu, Anfeng;...

通讯作者：

Xie, Mande

作者机构：

[Tan, Jiawei; Liu, Anfeng] Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Hunan, Peoples R China.

[Liu, Wei] Hunan Univ Chinese Med, Sch Informat, Changsha 410208, Hunan, Peoples R China.

[Xie, Mande] Zhejiang Gongshang Univ, Sch Comp Sci & Informat Engn, Hangzhou 310018, Zhejiang, Peoples R China.

[Song, Houbing] Embry Riddle Aeronaut Univ, Dept Elect Comp Software & Syst Engn, Daytona Beach, FL 32114 USA.

[Zhao, Ming] Cent S Univ, Sch Software, Changsha 410075, Hunan, Peoples R China.

通讯机构：

[Xie, Mande] Z

Zhejiang Gongshang Univ, Sch Comp Sci & Informat Engn, Hangzhou 310018, Zhejiang, Peoples R China.

语种：

英文

关键词：

Wireless sensor networks;Matrix completion technique;Data recovery;Energy efficiency;Delay

期刊：

Eurasip Journal on Wireless Communications and Networking

ISSN：

1687-1472

年：

2019

卷：

2019

期：

页码：

1-29

DOI：

10.1186/s13638-018-1313-0

基金类别：

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61772554, 61572526, 61572528]; Natural Science Foundation of Zhejiang ProvinceNatural Science Foundation of Zhejiang Province [LY17F020032]

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摘要：

Sensor nodes equipped with various sensory devices can sense a wide range of information regarding human or things, thereby providing a foundation for Internet of Thing (IoT). Fast and energy-efficient data collection to the control center (CC) is of significance yet very challenging. To deal with this challenge, a low redundancy data collection (LRDC) scheme is proposed to reduce delay as well as energy consumption for monitoring network by using matrix completion technique. Due to the correlation of the location-dependent sensing data, some d...

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A low redundancy data collection scheme to maximize lifetime using matrix completion technique

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