• DocumentCode
    2642059
  • Title

    ACRP: Ant-Colony-based Routing Protocol for DTMNs

  • Author

    Zhang, Pengxiu ; Wang, Haiquan ; Xia, Chunhe ; Lv, Liangshuang ; Liu, Xiaodong

  • Author_Institution
    Beijing Key Lab. of Network Technol., Beihang Univ., Beijing, China
  • Volume
    2
  • fYear
    2010
  • fDate
    17-19 Sept. 2010
  • Abstract
    Delay Tolerant Mobile Networks (DTMNs) focus on scenarios where most of the time contemporaneous end-to-end paths between source and destination do not exist, and mobility should be explored for message delivery. Ant colony optimization is based on reinforcement learning and is adaptive. In this paper, we propose ACRP: an Ant-Colony-based Routing Protocol for DTMNs. In the protocol, the forward ants and backward ants establish the pheromone trail; the data ants make forwarding decision according to the probability function composing both the pheromone and the heuristic information. We present simulation results measuring the performance of ACRP and compare it with other well-known routing protocols.
  • Keywords
    learning (artificial intelligence); mobile communication; optimisation; routing protocols; ACRP; DTMN; ant colony optimization; ant-colony-based routing protocol; backward ants; delay tolerant mobile networks; forward ants; forwarding decision; message delivery; pheromone trail; reinforcement learning; Ad hoc networks; Internet; Mobile computing; DTMNs; DTNs; ant-colony-based routing; delay tolerant networks; routing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Educational and Information Technology (ICEIT), 2010 International Conference on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-8033-3
  • Electronic_ISBN
    978-1-4244-8035-7
  • Type

    conf

  • DOI
    10.1109/ICEIT.2010.5607571
  • Filename
    5607571