• DocumentCode
    164001
  • Title

    Quadrotor control for RF source localization and tracking

  • Author

    Isaacs, Jason T. ; Quitin, F. ; Garcia Carrillo, Luis R. ; Madhow, Upamanyu ; Hespanha, Joao P.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, Santa Barbara, CA, USA
  • fYear
    2014
  • fDate
    27-30 May 2014
  • Firstpage
    244
  • Lastpage
    252
  • Abstract
    Preliminary results on quadrotor control strategies enabling omnidirectional radio frequency (RF) sensing for source localization and tracking are discussed. The use of a quadrotor for source localization and tracking requires a tight coupling of the attitude control and RF sensing designs. We present a controller for tracking a ramp reference input in yaw (causing rotation of quadrotor) while maintaining a constant altitude hover or translation. The ability to track a ramp in the yaw angle is crucial for RF bearing estimation using received signal strength (RSS) measurements from a directional antenna as it avoids the need for additional gimbaling payload. This bearing or angle of arrival (AOA) estimate is then utilized by a particle filter for source localization and tracking. We report on extensive experiments that suggest that this approach is appropriate even in complex indoor environments where multipath fading effects are difficult to model.
  • Keywords
    aircraft control; attitude control; directive antennas; helicopters; particle filtering (numerical methods); RF bearing estimation; RF sensing design; RF source localization; RF source tracking; RSS measurement; angle of arrival; attitude control; directional antenna; gimbaling payload; multipath fading effect; omnidirectional radio frequency; particle filter; quadrotor control; received signal strength; yaw angle; Antenna measurements; Atmospheric measurements; Equations; Mathematical model; Radio frequency; Vehicle dynamics; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Unmanned Aircraft Systems (ICUAS), 2014 International Conference on
  • Conference_Location
    Orlando, FL
  • Type

    conf

  • DOI
    10.1109/ICUAS.2014.6842262
  • Filename
    6842262