Title :
Landing Site Searching and Selection Algorithm Development Using Vision System and its Application to Quadrotor
Author :
Jongho Park ; Youdan Kim ; Sungwan Kim
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Seoul Nat. Univ., Seoul, South Korea
Abstract :
An enhanced search algorithm of a landing site on unknown terrain using stereo vision information for a quadrotor unmanned aerial vehicle is developed. For the development, a quadrotor dynamic model, including nonlinear actuator dynamics, is constructed and guidance and control system is designed based on feedback linearization and linear quadratic tracker. Stereo vision sensor is used to acquire depth map information of the terrain and flatness information of the topography is obtained by extracting the edge of the depth map and performing Euclidean distance transform. Energy consumption of the quadrotor is also considered. The three measures of: 1) the depth; 2) the flatness; and 3) the energy consumption are combined to propose a performance index to determine the safe landing spot of the quadrotor. Numerical simulation is performed to verify the performance of the proposed algorithm and hardware system applicable to practical implementation is also included.
Keywords :
actuators; autonomous aerial vehicles; control system synthesis; feedback; helicopters; image sensors; nonlinear control systems; performance index; robot vision; stereo image processing; Euclidean distance transform; control system design; energy consumption; feedback linearization; landing site searching algorithm; landing site selection algorithm; linear quadratic tracker; nonlinear actuator dynamics; numerical simulation; performance index; quadrotor dynamic model; quadrotor unmanned aerial vehicle; search algorithm; stereo vision sensor; Cameras; Control systems; Detectors; Energy consumption; Image edge detection; Robot sensing systems; Stereo vision; Autonomous landing; depth map; quadrotor system; stereo vision; unmanned aerial vehicle (UAV);
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2014.2341214