Pose detection and control of multiple Unmanned Underwater Vehicles (UUVs) using optical feedback

F. Eren, May-Win L. Thein, S. Pe’eri, Y. Rzhanov, B. Celikkol, R. Swift
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引用次数: 2

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.
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基于光反馈的多艘无人潜航器姿态检测与控制
为了利用光反馈控制两个无人潜航器之间的相对姿态,提出了姿态检测与控制算法。所述先导UUV配置为在其波峰处具有光源,该光源作为其艏部具有探测器阵列的尾随UUV的引导信标。姿态检测算法是基于分类器,如光谱角映射器(SAM)和选定的图像参数开发的。存档查找表是为5自由度(DOF)运动的不同组合构建的(即,沿着所有三个坐标轴的平移以及俯仰和偏航旋转)。模拟了领队车辆和跟随车辆在水平面上被引导到特定航路点,并且要求跟随车辆与领队车辆保持固定距离的情况。采用比例导数(PD)控制(不失通用性)来保持uuv的稳定性,以证明概念的正确性。初步结果表明,在合理的精度范围内,follower UUV能够保持与leader UUV的固定距离。
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