A Secret Confusion Based Energy-Saving and Privacy-Preserving Data Aggregation Algorithm  被引量:2

A Secret Confusion Based Energy-Saving and Privacy-Preserving Data Aggregation Algorithm

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作  者:ZHANG Jun ZHU Jianghao JIA Zongpu YAN Xixi 

机构地区:[1]College of Computer Science and Technology, Henan Polytechnic University

出  处:《Chinese Journal of Electronics》2017年第4期740-746,共7页电子学报(英文版)

基  金:supported by the National Natural Science Foundation of China(No.61300216);the Key Technology Research and Development Program of Henan Province(No.132102210123);the Basic and Frontier Technology Research Program of Henan Province(No.132300410332)

摘  要:To reduce communication overhead on the premise of privacy protection, this study presents a novel secret Confusion based energy-saving and privacypreserving data aggregation algorithm(CESPT). In confusion phase, CESPT confuses real sensory data and their sources by positive-negative pairs and a confusion factor is introduced to determine the quantity of pairs generated by a sensor, the exchange rounds and the threshold of data exchange, which affect communication overhead and privacy intensity of a Wireless sensor network(WSN). In aggregation phase, CESPT adopts a positive-negative neutralization strategy and a well-designed time slice allocation mechanism to reduce network traffic and message collision.In a word, CESPT can greatly reduce data traffic and energy consumption and obtain accurate statistical results on the basis of data privacy.To reduce communication overhead on the premise of privacy protection, this study presents a novel secret Confusion based energy-saving and privacypreserving data aggregation algorithm(CESPT). In confusion phase, CESPT confuses real sensory data and their sources by positive-negative pairs and a confusion factor is introduced to determine the quantity of pairs generated by a sensor, the exchange rounds and the threshold of data exchange, which affect communication overhead and privacy intensity of a Wireless sensor network(WSN). In aggregation phase, CESPT adopts a positive-negative neutralization strategy and a well-designed time slice allocation mechanism to reduce network traffic and message collision.In a word, CESPT can greatly reduce data traffic and energy consumption and obtain accurate statistical results on the basis of data privacy.

关 键 词:Wireless sensor network(WSN) Data aggregation PRIVACY-PRESERVING ENERGY-SAVING Positive negative pair 

分 类 号:TN929.5[电子电信—通信与信息系统] TP212.9[电子电信—信息与通信工程]

 

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