Energy Efficient Distributed Face Recognition in Wireless Sensor Network

被引:6
|
作者
Razzak, Muhammad Imran [1 ,2 ]
Khan, Muhammad Khurram [1 ]
Alghathbar, Khaled [1 ,3 ]
Park, Jong Hyuk [4 ]
机构
[1] King Saud Univ, Ctr Excellence Informat Assurance, Riyadh, Saudi Arabia
[2] Int Islamic Univ, Islamabad, Pakistan
[3] King Saud Univ, Dept Informat Syst, Coll Comp & Informat Sci, Riyadh, Saudi Arabia
[4] Seoul Natl Univ Sci & Technol, Dept Comp Sci & Engn, Seoul, South Korea
关键词
Wireless sensor network; Face recognition; Distributed; Fusion; Subspace;
D O I
10.1007/s11277-011-0310-y
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Face recognition enhances the security through wireless sensor network and it is a challenging task due to constrains involved in wireless sensor network. Image processing and image communication in wireless sensor network reduces the life time of network due to the heavy processing and communication. This paper presents a collaborative face recognition system in wireless sensor network. The layered linear discriminant analysis is re-engineered to implement on wireless sensor network by efficiently allocating the network resources. Distributed face recognition not only help to reduce the communication overload but it also increase the node life time by distributing the work load on the nodes. The simulation shows that the proposed technique provide significant gain in network life time.
引用
收藏
页码:571 / 582
页数:12
相关论文
共 50 条
  • [1] Energy Efficient Distributed Face Recognition in Wireless Sensor Network
    Muhammad Imran Razzak
    Muhammad Khurram Khan
    Khaled Alghathbar
    Jong Hyuk Park
    Wireless Personal Communications, 2011, 60 : 571 - 582
  • [2] EFFICIENT DISTRIBUTED FACE RECOGNITION IN WIRELESS SENSOR NETWORK
    Razzak, Muhammad Imran
    Elmogy, Basem. A.
    Khan, Muhammad Khurram
    Alghathbar, Khaled
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2012, 8 (04): : 2811 - 2822
  • [3] Distributed Face Recognition in Wireless Sensor Networks
    Lin, Qiaomin
    Yang, Jinwen
    Zhang, Bin
    Wang, Ruchuan
    Ye, Ning
    Yan, Mengkui
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2014,
  • [4] Distributed energy efficient scheduling in wireless sensor network for agriculture
    Qi, Xiao
    Zhao, Chun-Jiang
    Wang, Yue-Xuan
    Wang, Yong-Cai
    Chen, Jin-Biao
    Tongxin Xuebao/Journal on Communications, 2010, 31 (9 A): : 104 - 111
  • [5] Distributed Energy Efficient Heterogeneous Clustering in Wireless Sensor Network
    Shaji, Mariam
    Ajith, S.
    2015 FIFTH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING AND COMMUNICATIONS (ICACC), 2015, : 130 - 134
  • [6] An Energy-efficient and Distributed Approach to Beamforming in a Wireless Sensor Network
    Papalexidis, Nikolaos
    Walker, T. Owens, III
    Tummala, Murali
    McEachen, John
    2008 42ND ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1-4, 2008, : 878 - 881
  • [7] Distributed Partner Choice for Energy Efficient Cooperation in a Wireless Sensor Network
    Simic, Ljiljana
    Berber, Stevan M.
    Sowerby, Kevin W.
    GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, 2008,
  • [8] Distributed Energy Efficient Tracking in Hybrid wireless sensor network (DEETH)
    Nighot, Mininath
    Ghatol, Ashok
    Thakare, Vilas
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2018, 31 (05)
  • [9] Energy-efficient face detection and recognition scheme for wireless visual sensor networks
    Zam, Abdulaziz
    Khayyambashi, Mohammad Reza
    Bohlooli, Ali
    APPLIED SOFT COMPUTING, 2020, 89 (89)
  • [10] Energy-Efficient Routing Scheme for Distributed Regression in Wireless Sensor Network
    Hou Chaojun
    Wang Guoli
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 6, 2008, : 354 - 358