Multiple Attributes Decision Fusion for Wireless Sensor Networks Based on Intuitionistic Fuzzy Set

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作者信息关键词期刊信息基础信息归属信息摘要

成果类型：

期刊论文

作者：

Zhang, Zhenjiang*;Hao, Ziqi;Zeadally, Sherali;Zhang, Jing;Han, Bowen;...

通讯作者：

Zhang, Zhenjiang

作者机构：

[Zhang, Zhenjiang] Beijing Jiaotong Univ, Sch Software Engn, Beijing 100044, Peoples R China.

[Zhang, Zhenjiang] CETC Key Lab Aerosp Informat Applicat, Shijiazhuang 050081, Hebei, Peoples R China.

[Han, Bowen; Hao, Ziqi] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China.

[Zeadally, Sherali] Univ Kentucky, Lexington, KY 40506 USA.

[Zhang, Jing] 54th Res Inst CETC, Shijiazhuang 050081, Hebei, Peoples R China.

通讯机构：

[Zhang, Zhenjiang] B

[Zhang, Zhenjiang] C

Beijing Jiaotong Univ, Sch Software Engn, Beijing 100044, Peoples R China.

CETC Key Lab Aerosp Informat Applicat, Shijiazhuang 050081, Hebei, Peoples R China.

语种：

英文

关键词：

Algorithm;intuitionistic fuzzy set;multi-attribute decision fusion;wireless sensor network

期刊：

IEEE ACCESS

ISSN：

2169-3536

年：

2017

卷：

页码：

12798-12809

DOI：

10.1109/ACCESS.2017.2722483

基金类别：

This work was supported by the National Natural Science Foundation of China under Grant 61271308 and Grant 61401015.

机构署名：

本校为其他机构

院系归属：

数学与计算机学院

摘要：

Decision fusion is an important issue in wireless sensor networks (WSN), and intuitionistic fuzzy set (IFS) is a novel method for dealing with uncertain data. We propose a multi-attribute decision fusion model based on IFS, which includes two aspects: data distribution-based IFS construction algorithm (DDBIFCA) and the category similarity weight-based TOPSIS intuitionistic fuzzy decision algorithm (CSWBT-IFS). The DDBIFCA is an IFS construction algorithm that transforms the original attribute values into intuitionistic fuzzy measures, and theCS...

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Multiple Attributes Decision Fusion for Wireless Sensor Networks Based on Intuitionistic Fuzzy Set

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