• DocumentCode
    1733767
  • Title

    Communication aware UAV motion coordination for source localization and tracking

  • Author

    Wei Meng ; Lihua Xie ; Wendong Xiao

  • Author_Institution
    Temasek Labs., Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2013
  • Firstpage
    7451
  • Lastpage
    7455
  • Abstract
    This paper is concerned with optimal unmanned aerial vehicle (UAV) motion coordination for source localization and tracking, taking into account of sensor communication constraints. It is well known that this is a constrained nonlinear optimization problem. The usual way to solve this problem is to adopt a gradient like search algorithm or control strategy to obtain a local optimal solution. In this paper, we propose a novel method which targets at a global solution. In the proposed method, firstly, an analytic solution to the optimal UAV positions for source localization and tracking is derived. Then, control laws are designed to force UAVs to converge to the expected optimal positions.
  • Keywords
    autonomous aerial vehicles; gradient methods; nonlinear programming; search problems; wireless sensor networks; communication aware UAV motion coordination; constrained nonlinear optimization problem; gradient like search algorithm; optimal unmanned aerial vehicle motion coordination; sensor communication constraints; source localization; source tracking; wireless sensor network; Estimation; Geometry; Position measurement; Robot sensing systems; Target tracking; Wireless sensor networks; Wireless sensor network; motion coordination; path planning; source localization; target tracking; unmanned aerial vehicle (UAV);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2013 32nd Chinese
  • Conference_Location
    Xi´an
  • Type

    conf

  • Filename
    6640749