• DocumentCode
    2260478
  • Title

    Emergence of spatial awareness in self configuring sensor networks

  • Author

    Gangadhar, Deepak K.

  • Author_Institution
    IBM, Bangalore
  • fYear
    2007
  • fDate
    17-19 Oct. 2007
  • Firstpage
    960
  • Lastpage
    965
  • Abstract
    Computers have come a long way since the ENIAC. The desktop that found its way into everyone´s study no longer remained the bastion of computing. Radical new technologies like sensor networks are forcing researchers to look beyond the Von Neumann architecture and seek inspiration beyond traditional computing systems. The current work uses principles of amorphous computing to enable a system of homogenous sensor nodes to self-organize into a connected network with a defined topology. A state machine encodes a set of rules representing the micro-behavior of each of these nodes. Subsequently, these nodes evolve using swarm intelligence to locally propagate spatial information leading to the emergence of spatial awareness. It also deals with the multiple challenges faced in designing a de-centralized system to exhibit self-organization and emergence; challenges like getting a homogenous bunch of nodes endowed with identical intelligence to behave differently and overcome the information barrier to achieve self-organization and spatial awareness.
  • Keywords
    telecommunication network topology; wireless sensor networks; ENIAC; Von Neumann architecture; amorphous computing; self configuring wireless sensor network topology; spatial awareness; state machine encoding; swarm intelligence; Biology computing; Broadcasting; Computer architecture; Computer networks; Intelligent sensors; Monitoring; Network topology; Particle swarm optimization; Sensor systems; Sensor systems and applications;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Information Technologies, 2007. ISCIT '07. International Symposium on
  • Conference_Location
    Sydney,. NSW
  • Print_ISBN
    978-1-4244-0976-1
  • Electronic_ISBN
    978-1-4244-0977-8
  • Type

    conf

  • DOI
    10.1109/ISCIT.2007.4392154
  • Filename
    4392154