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作者:

Ma, Dongchao (Ma, Dongchao.) | Du, Xinlu (Du, Xinlu.) | Xiao, Ailing (Xiao, Ailing.) | Xiao, Rong (Xiao, Rong.) | Ma, Li (Ma, Li.) (学者:李明爱) | Hu, Qipeng (Hu, Qipeng.)

收录:

EI SCIE

摘要:

This article focuses on the most common application scenarios for data collection and uploading inWSN(Wireless Sensor Networks). First, we measure the energy consumption of widely used hardware. According to the characteristics of transmission energy consumption, a MIP (mixed integer programming) model called FAT-WSN (fragmentation aggregation transmission WSN) is proposed to minimize the number of data fragments. Moreover, we propose an iterative solution for this MIP problem with elasticity and low complexity. The main optimization method for this model is to adjust topology and traffic distribution. It focuses on optimizing the number of data transfers without modifying any data and without introducing a compression calculation burden. Finally, simulation and small-scale real node verifications are performed for the FAT-WSN scheme. The experimental results show that FAT-WSN can effectively reduce the number of data transmission and reception, thereby reducing energy consumption and improving network life. Compared with the MinST model, JGDC (Jointly Gaussian Distributed Compress) model and AMREST (Approximately Maximum min-Residual Energy Steiner Tree) model, the network life can be increased by 10%-30% without extending the calculation time.

关键词:

maximum lifetime Wireless sensor network energy efficient routing protocol data convergence

作者机构:

  • [ 1 ] [Ma, Dongchao]North China Univ Technol, Sch Comp Sci, Beijing 100144, Peoples R China
  • [ 2 ] [Du, Xinlu]North China Univ Technol, Sch Comp Sci, Beijing 100144, Peoples R China
  • [ 3 ] [Xiao, Ailing]North China Univ Technol, Sch Comp Sci, Beijing 100144, Peoples R China
  • [ 4 ] [Ma, Li]North China Univ Technol, Sch Comp Sci, Beijing 100144, Peoples R China
  • [ 5 ] [Xiao, Rong]Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R China
  • [ 6 ] [Hu, Qipeng]Beijing Univ Technol, Beijing Dublin Int Coll, Beijing 100091, Peoples R China

通讯作者信息:

  • [Xiao, Rong]Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R China

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来源 :

IEEE ACCESS

ISSN: 2169-3536

年份: 2019

卷: 7

页码: 146158-146169

3 . 9 0 0

JCR@2022

JCR分区:1

被引次数:

WoS核心集被引频次: 2

SCOPUS被引频次: 2

ESI高被引论文在榜: 0 展开所有

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