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Author:

Jia, Zhi-Peng (Jia, Zhi-Peng.) | Huang, Zhi-Qing (Huang, Zhi-Qing.) | Zhang, Yan-Xin (Zhang, Yan-Xin.)

Indexed by:

CPCI-S

Abstract:

Wireless sensor networks (WSNs) have been widely used in many fields. However, it is difficult to detect WSNs performance status directly. Therefore, a reasonable network performance evaluation system can help to detect and maintain the WSN, so as to ensure the normal operation of the wireless sensor networks. However, the current methods for performance evaluation of wireless sensor networks mainly focus on a single subjective evaluation or objective evaluation, with a certain degree of one-sidedness. Therefore, this paper presents an objective and subjective evaluation model based on the entropy weight method and the AHP to evaluate the throughput, packet loss rate and transmission delay of each path of the WSNs synthetically. According to the experimental results, this model evaluates the network quality of each path in the simulation network systematically, which not only reflects the difference of network quality among different paths, but also provides a solid theoretical foundation for network performance optimization and promotion.

Keyword:

entropy weight WSNs AHP comprehensive evaluation performance evaluation

Author Community:

  • [ 1 ] [Jia, Zhi-Peng]Beijing Univ Technol, Beijing Engn Res Ctr IoT Software & Syst, Fac Informat Technol, Beijing, Peoples R China
  • [ 2 ] [Huang, Zhi-Qing]Beijing Univ Technol, Beijing Engn Res Ctr IoT Software & Syst, Fac Informat Technol, Beijing, Peoples R China
  • [ 3 ] [Zhang, Yan-Xin]Beijing Jiao Tong Univ, Coll Elect Informat Engn, Beijing, Peoples R China

Reprint Author's Address:

  • [Jia, Zhi-Peng]Beijing Univ Technol, Beijing Engn Res Ctr IoT Software & Syst, Fac Informat Technol, Beijing, Peoples R China

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Source :

PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORKS (WCSN 2016)

ISSN: 2352-538X

Year: 2016

Volume: 44

Page: 640-645

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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