Title :
Pose detection and control of multiple Unmanned Underwater Vehicles (UUVs) using optical feedback
Author :
Eren, Firat ; Thein, May-Win ; Pe´eri, Shachak ; Rzhanov, Yuri ; Celikkol, Barbaros ; Swift, Robinson
Author_Institution :
Univ. of New Hampshire, Durham, NH, USA
Abstract :
This paper proposes pose detection and control algorithms in order to control the relative pose between two Unmanned Underwater Vehicles (UUVs) using optical feedback. The leader UUV is configured to have a light source at its crest which acts as a guiding beacon for the follower UUV which has a detector array at its bow. Pose detection algorithms are developed based on a classifier, such as the Spectral Angle Mapper (SAM), and chosen image parameters. An archive look-up table is constructed for varying combinations of 5-degree-of-freedom (DOF) motion (i.e., translation along all three coordinate axes as well as pitch and yaw rotations). Leader and follower vehicles are simulated for a case in which the leader is directed to specific waypoints in horizontal plane and the follower is required to maintain a fixed distance from the leader UUV. Proportional-Derivative (PD) control (without loss of generality) is applied to maintain stability of the UUVs to show proof of concept. Preliminary results indicate that the follower UUV is able to maintain its fixed distance relative to the leader UUV to within a reasonable accuracy.
Keywords :
PD control; autonomous underwater vehicles; image classification; mobile robots; motion control; pose estimation; robot vision; stability; SAM; UUV stability; archive look-up table; follower vehicle simulation; guiding beacon; image parameters; leader vehicle simulation; multiple unmanned underwater vehicles; optical feedback; pose control algorithm; pose detection algorithm; proportional-derivative control; spectral angle mapper; Arrays; Detection algorithms; Detectors; Lead; Optical feedback; Trajectory; Vehicles; Unmanned underwater vehicle; control design; detection; leader-follower; optical feedback;
Conference_Titel :
OCEANS 2014 - TAIPEI
Conference_Location :
Taipei
Print_ISBN :
978-1-4799-3645-8
DOI :
10.1109/OCEANS-TAIPEI.2014.6964338