• DocumentCode
    2416594
  • Title

    Trajectory control of autonomous fixed-wing aircraft performing multiple target passive detection and tracking

  • Author

    Sarunic, Peter W. ; Evans, Robin J.

  • Author_Institution
    Electron. Warfare & Radar Div., Defence Sci. & Technol. Organ., Edinburgh, SA, Australia
  • fYear
    2010
  • fDate
    7-10 Dec. 2010
  • Firstpage
    169
  • Lastpage
    174
  • Abstract
    This paper presents progress made in a previously proposed algorithm for trajectory optimization of autonomous aerial vehicles performing multiple target tracking. The base algorithm, which was described in two earlier papers, involves a variant of the model predictive control approach, built on a partially observed Markov decision process (POMDP) model of the sensor-target system. In this paper modifications and additions made to deal with fixed-wing aircraft dynamics of the controlled vehicles are described and results of simulations involving multiple fixed-wing UAVs, no-fly zones and targets are presented.
  • Keywords
    Markov processes; aircraft control; military aircraft; position control; predictive control; remotely operated vehicles; target tracking; POMDP model; autonomous aerial vehicles; autonomous fixed-wing aircraft; controlled vehicles; fixed-wing aircraft dynamics; model predictive control approach; multiple fixed-wing UAV; multiple target passive detection; multiple target passive tracking; multiple target tracking; no-fly zones; partially observed Markov decision process; sensor-target system; trajectory control; trajectory optimization; Heuristic algorithms; Markov processes; Mathematical model; Prediction algorithms; Radar tracking; Trajectory; Unmanned aerial vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2010 Sixth International Conference on
  • Conference_Location
    Brisbane, QLD
  • Print_ISBN
    978-1-4244-7174-4
  • Type

    conf

  • DOI
    10.1109/ISSNIP.2010.5706736
  • Filename
    5706736