• DocumentCode
    2903925
  • Title

    Firefly-inspired synchronization for energy-efficient distance estimation in mobile ad-hoc networks

  • Author

    Merkel, Sabrina ; Becker, C.W. ; Schmeck, Hartmut

  • Author_Institution
    Inst. AIFB, Karlsruhe Inst. of Technol. (KIT), Karlsruhe, Germany
  • fYear
    2012
  • fDate
    1-3 Dec. 2012
  • Firstpage
    205
  • Lastpage
    214
  • Abstract
    Mobile ad hoc networks (MANETs) are gaining increasing significance with computing devices becoming ubiquitous and equipped with wireless communication modules. Many applications for such networks require the devices to know their position within the network or their distance to other devices. Precise determination of these parameters often fails due to lack of information, missing hardware, or inaccessibility of needed resources, making an approximation necessary. We introduce an algorithm to calculate hop counts and, thereby, derive distances between devices. The algorithm is based on synchronization of all devices in the MANET. We show that an intentional phase shift of a periodically sent signal allows to estimate the distance between all devices in a network and a specific reference device. This approach significantly reduces the communication overhead leading to a more resource-efficient operation of the communication module and, thus, potentially extending the lifetime of the mobile devices. Experiments demonstrate that a network with an average of ten devices within communication range can be synchronized using a firefly-inspired decentralized synchronization algorithm. Also, we show that the resulting distance estimates have a higher accuracy compared to the results of an algorithm which is based on asynchronous exchange of messages.
  • Keywords
    mobile ad hoc networks; synchronisation; ubiquitous computing; MANET; asynchronous message exchange; communication overhead; computing device; energy-efficient distance estimation; firefly-inspired decentralized synchronization algorithm; hop count; intentional phase shift; mobile ad-hoc network; mobile device lifetime; network device; resource-efficient operation; ubiquitous computing; wireless communication module; Ad hoc networks; Equations; Heuristic algorithms; Mathematical model; Mobile computing; Oscillators; Synchronization; ad hoc networks; communication; distance estimation; energy-efficient; firefly algorithm; nature-inspired computing; resource-saving; synchronization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Performance Computing and Communications Conference (IPCCC), 2012 IEEE 31st International
  • Conference_Location
    Austin, TX
  • ISSN
    1097-2641
  • Print_ISBN
    978-1-4673-4881-2
  • Type

    conf

  • DOI
    10.1109/PCCC.2012.6407753
  • Filename
    6407753