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传感器网络中基于路线的隐私保护数据聚集算法

王涛春 秦小麟 张吉 丁有伟 陈付龙 罗永龙

电子学报2017,Vol.45Issue(6):1334-1341,8.
电子学报2017,Vol.45Issue(6):1334-1341,8.DOI:10.3969/j.issn.0372-2112.2017.06.008

传感器网络中基于路线的隐私保护数据聚集算法

Privacy-Preserving and Itinerary-Based Data Aggregation Algorithm in Wireless Sensor Networks

王涛春 1秦小麟 2张吉 1丁有伟 3陈付龙 1罗永龙2

作者信息

  • 1. 南京航空航天大学计算机科学与技术学院,江苏南京 210003
  • 2. 安徽师范大学数学计算机科学学院,安徽芜湖 241002
  • 3. 南昆士兰大学健康工程与科学学院,澳大利亚图文巴 4350
  • 折叠

摘要

Abstract

To solve the problems that the existing privacy-preserving data aggregation relies on a network infrastructure,and data privacy is achieved by excessive encryption process,this paper proposes a privacy-preserving and concentric-circle itinerary-based data aggregation algorithm (PCIDA).Based on a well-designed ideal itinerary for data aggregation,PCIDA is not susceptible to network topology structure.In addition,PCIDA uses secure channel to ensure data privacy with no encryption/decryption operations during data aggregation.PCIDA performs data aggregation in parallel along with well-designed concentric-circle itineraries to achieve small delivery delay.Theoretical analysis and experimental results show that PCIDA enjoys low communication overhead and energy consumption,yet high safety and accuracy.

关键词

无线传感器网络/隐私保护/数据聚集/拓扑结构无关/同心圆

Key words

wireless sensor networks/privacy-preserving/data aggregation/infrastructure-free/concentric-circle

分类

信息技术与安全科学

引用本文复制引用

王涛春,秦小麟,张吉,丁有伟,陈付龙,罗永龙..传感器网络中基于路线的隐私保护数据聚集算法[J].电子学报,2017,45(6):1334-1341,8.

基金项目

国家自然科学基金(No.61402014,No.61373015,No.61672039,No.61572036) (No.61402014,No.61373015,No.61672039,No.61572036)

国家教育部高等学校博士学科点专项科研基金资助项目(No.20103218110017) (No.20103218110017)

中央高校基本科研业务费专项基金项目(No.NP2013307) (No.NP2013307)

安徽省自然科学基金项目(No.1508085QF133) (No.1508085QF133)

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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