• DocumentCode
    3591303
  • Title

    Collective behavior implementation in powerline surveillance sensor network

  • Author

    Chanyagorn, Pornchai ; Szu, Harold H. ; Wang, Hongye

  • Author_Institution
    Dept. of Electr. Eng., Mahidol Univ., Thailand
  • Volume
    3
  • fYear
    2005
  • Firstpage
    1735
  • Abstract
    This paper presents the application of collective swarm intelligence in solving problems of non-multiplexing communication in powerline sensor network. Based on collective intelligence behavior in nature, we design a system that allows local sensors to collect local information acquired from the powerline channel. As the information becomes available, the sensor can adaptively adjust its parameters in order to achieve a common goal of non-multiplexing sensor communication throughout entire network. The non-multiplexing sensor communications is implemented using underdetermined blind source separation (uBSS) based on the finite alphabet property of the data. The details of hardware implementation are provided as well as the result from the test-bed network.
  • Keywords
    blind source separation; carrier transmission on power lines; multiplexing; telecommunication computing; blind source separation; collective swarm intelligence; finite alphabet property; nonmultiplexing communication; nonmultiplexing sensor communication; powerline channel; powerline surveillance sensor network; Blind source separation; Electronic mail; Hardware; Intelligent networks; Intelligent sensors; Particle swarm optimization; Programmable control; Sensor systems; Surveillance; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
  • Print_ISBN
    0-7803-9048-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.2005.1556142
  • Filename
    1556142