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
Link To Document :
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