• DocumentCode
    2449284
  • Title

    Real-time route planning for UAV based on weather threat

  • Author

    Zhou, Shudao ; Zhu, Guotao ; Li, Hao ; Wang, Yanjie ; Liu, Xiaotan

  • Author_Institution
    Inst. of Meteorol., PLA Univ. of Sci. & Tech., Nanjing, China
  • fYear
    2011
  • fDate
    24-26 June 2011
  • Firstpage
    2342
  • Lastpage
    2345
  • Abstract
    UAVs may encouter execrable weather, terrain threat, firepower threat or task object changed while it was flying along the fixed route, a real-time route planning method was proposed. The mechanism how to solve these unexpected problems while flying was given. The rule of state conversion and pheromone updating were improved on the basis of traditional Ant Colony Algorithm(ACA). Some parameters were self-adaptive optimized, genetic operations and smoothness method were introduced in the Improved Ant Colony Algorithm(I-ACA). Two situations were simulated combined with real-time weather threat, in which target object was changed or not. Simulation results show that the real-time route planning strategy has strong ability to search real-time routes fast. It is able to solve abrupt problems well and offer real-time viable, safe and optimal routes for UAVs.
  • Keywords
    aircraft control; mobile robots; optimisation; path planning; remotely operated vehicles; UAV; improved ant colony algorithm; pheromone updating rule; real-time route planning method; state conversion rule; weather threat; Atmospheric modeling; Computers; Meteorology; Optimization; Planning; Programmable logic arrays; Real time systems; Ant Colony Algorithm (ACA); Improved Ant Colony Algorithm(I-ACA); UAV; real time; route planning; weather threat;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-9172-8
  • Type

    conf

  • DOI
    10.1109/RSETE.2011.5964781
  • Filename
    5964781