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

机译:使用光学反馈对多个无人水下航行器(UUV)进行姿态检测和控制

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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.
机译:本文提出了姿态检测和控制算法,以利用光学反馈来控制两个无人水下航行器(UUV)之间的相对姿态。引导者UUV被配置为在其波峰处具有光源,该光源用作跟随者UUV的引导信标,该跟随者UUV在其弓处具有检测器阵列。基于分类器(例如,光谱角映射器(SAM))和选定的图像参数,开发了姿态检测算法。构造了一个存档查找表,用于5自由度(DOF)运动(即沿所有三个坐标轴的平移以及俯仰和偏航旋转)的不同组合。针对引导者和跟随者车辆的情况进行了仿真,在这种情况下,引导者被定向到水平面中的特定航路点,并且要求跟随者保持与引导者UUV的固定距离。比例-微分(PD)控制(不失一般性)用于维持UUV的稳定性,以证明其概念性。初步结果表明,跟随者UUV能够将其相对于引导者UUV的固定距离保持在合理的精度内。

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