• DocumentCode
    2487481
  • Title

    An insect-inspired targeting/evasion reflex for autonomous air vehicles

  • Author

    Vaidyanathan, Ravi ; Williams, Charles A. ; Prince, Troy S. ; Ritzmann, Roy E. ; Quinn, Roger D.

  • Author_Institution
    Orbital Res. Inc., Cleveland, OH, USA
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Abstract
    This paper investigates a biologically inspired target seeking reflex for the endgame phase of autonomous munition flight. The reflex is based upon an artificial neural network model of the American Cockroach´s escape reflex, and combines exteroceptive and proprioceptive inputs to produce output commands to a Linear Quadratic Regulator (LQR) autopilot that guides the munition to an optimal path destination and orientation for target strike. Simulation and flight test results are presented that demonstrate the reflex´s capability for instantaneous target strike on evasive targets, even in the presence of false or disruptive sensor data.
  • Keywords
    aircraft control; biomimetics; linear quadratic control; missile guidance; neural nets; remotely operated vehicles; American cockroach; artificial neural network model; autonomous air vehicle; endgame phase; evasion reflex; flight control; insect escape reflex; linear quadratic regulator autopilot; munition flight; tactical missile guidance; target seeking reflex; Artificial neural networks; Biological system modeling; Delay effects; Mechanical engineering; Missiles; Mobile robots; Regulators; Remotely operated vehicles; Uncertainty; Weapons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Avionics Systems Conference, 2002. Proceedings. The 21st
  • Print_ISBN
    0-7803-7367-7
  • Type

    conf

  • DOI
    10.1109/DASC.2002.1052940
  • Filename
    1052940