High accuracy data fusion algorithm for privacy serving in wireless sensor networks

被引:2
|
作者
Li, Yan [1 ]
机构
[1] Ningbo Dahongying Univ, Ningbo 315015, Zhejiang, Peoples R China
关键词
Privacy protection; sensor networks; data fusion; energy consumption;
D O I
10.3233/JIFS-179297
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As the main tool to monitor remote networking environment, sensor network integrates various functions of data collection, data collection, data processing and information transmission information data encryption in one, which has been gradually applied in all areas of society. However, sensor networks may suffer attacks during the process of data acquisition and transmission. Therefore, data privacy protection becomes the most important problem in wireless sensor networks. In this paper, privacy protection, high precision and data fusion were studied, and a privacy preserving algorithm based on CRAE was proposed on the existing encryption algorithms. The algorithm can not only reduce the energy consumption of sensor networks, but also have good privacy. Simulation experiments were carried out to compare the proposed algorithm with the existing encryption algorithms and achieve the desired design goal.
引用
收藏
页码:4633 / 4638
页数:6
相关论文
共 50 条
  • [1] Data fusion privacy preserving algorithm based on failure nodes in wireless sensor networks
    Sun Z.
    Hou X.
    Li X.
    Hou, Xiaojing, 1600, UK Simulation Society, Clifton Lane, Nottingham, NG11 8NS, United Kingdom (17): : 38.1 - 38.7
  • [2] Multi-level data fusion algorithm towards privacy protection in wireless sensor networks
    Wang, Zheng
    Li, Liang
    Ao, Chen
    Wu, Dapeng
    Zhou, Wenjun
    Yu, Xiaojun
    INTERNATIONAL JOURNAL OF COMMUNICATION NETWORKS AND DISTRIBUTED SYSTEMS, 2020, 25 (03) : 265 - 283
  • [3] A Resilient Data Fusion Algorithm in Wireless Sensor Networks
    Yang, Xin
    Yang, Ruo-peng
    Wu, Dong-dong
    2016 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI 2016), 2016, : 192 - 195
  • [4] High-accuracy and privacy-preserving oriented data aggregation algorithm in sensor networks
    Yang, Geng
    Li, Sen
    Chen, Zheng-Yu
    Xu, Jian
    Yang, Zhen
    Jisuanji Xuebao/Chinese Journal of Computers, 2013, 36 (01): : 189 - 200
  • [5] Data Fusion In Wireless Sensor Networks
    Chen, Yebin
    Shu, Jian
    Zhang, Sheng
    Liu, Linlan
    Sun, Limin
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY, VOL II, 2009, : 504 - +
  • [6] Data Fusion in Wireless Sensor Networks
    Liu, Yun
    Zeng, Qing-An
    Wang, Ying-Hong
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2014,
  • [7] Wireless sensor networks and data fusion
    Varshney, PK
    PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2003, : 567 - 567
  • [8] Data fusion in wireless sensor networks
    Department of Electronic and Information Engineering, Beijing Municipal Commission of Education, Beijing Jiaotong University, Beijing 100044, China
    不详
    不详
    Int. J. Distrib. Sens. Netw.,
  • [9] An Algorithm of Mobile Sensors Data Fusion Tracking for Wireless Sensor Networks
    Joy Iong-Zong Chen
    Wireless Personal Communications, 2011, 58 : 197 - 214
  • [10] An algorithm based on logistic regression with data fusion in wireless sensor networks
    Longgeng Liu
    Guangchun Luo
    Ke Qin
    Xiping Zhang
    EURASIP Journal on Wireless Communications and Networking, 2017