• DocumentCode
    1241173
  • Title

    Cooperative sensor networks with misinformed nodes

  • Author

    Yang, Zhiyu ; Tong, Lang

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Cornell Univ., Ithaca, NY, USA
  • Volume
    51
  • Issue
    12
  • fYear
    2005
  • Firstpage
    4118
  • Lastpage
    4133
  • Abstract
    The communication capacity of Cooperative SEnsor Networks with Mobile Access (C-SENMA) is considered when some sensors may be misinformed with erroneous messages. It is assumed that a global message is first distributed to all the nodes, each node receiving the message correctly with probability 1-β. The nodes cooperate in delivering the global message to the mobile access point. Three system configurations are discussed based on whether a polling channel and/or an energy constraint are present. The first type is C-SENMA with Polling with No Energy constraints (PNE), where the mobile access point has the ability to poll individual sensors. Without energy constraints, each sensor can transmit for an unlimited number of times. The second type is C-SENMA with No Polling with No Energy constraints (NPNE), where adaptive polling is not allowed and sensors have to transmit according to a predetermined schedule. The third type is C-SENMA with No Polling with an Energy constraint (NPE), where each node has a limit on the number of transmissions. The capacities of the three system configurations are analyzed. It is shown that, the capacity for C-SENMA PNE is the same as that when there are no misinformed sensors. For C-SENMA NPNE, with the absence of the polling channel, there is a loss on the achievable rate, proportional to β, the probability that a sensor is misinformed. Results are extended to multiple simultaneous transmissions with the presence of channel fading. The optimal number of simultaneous transmissions is investigated under three different fading situations.
  • Keywords
    channel capacity; constraint theory; fading channels; mobile agents; mobile computing; multi-agent systems; sensor fusion; wireless sensor networks; C-SENMA; NPE; NPNE; PNE; communication capacity; cooperative sensor network-mobile access; fading channel; misinformed node; multiple simultaneous transmission; no polling-energy constraint; no polling-no energy constraint; polling-no energy constraint; Capacitive sensors; Fading; Global communication; Information retrieval; Information theory; Laboratories; Large-scale systems; Mobile communication; Research initiatives; Telecommunication network reliability; Channel capacity; cooperative transmission and networking; multiaccess channels; sensor networks;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2005.858922
  • Filename
    1542407