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Visual Servoing in an Optimization Framework for the Whole-Body Control of Humanoid Robots

机译:在类人机器人整体控制的优化框架中进行视觉伺服

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In this paper, we show that visual servoing can be formulated as an acceleration-resolved, quadratic optimization problem. This allows us to handle visual constraints, such as field of view and occlusion avoidance, as inequalities. Furthermore, it allows us to easily integrate visual servoing tasks into existing whole-body control frameworks for humanoid robots, which simplifies prioritization and requires only a posture task as a regularization term. Finally, we show this method working on simulations with HRP-4 and real tests on Romeo.
机译:在本文中,我们证明了视觉伺服可以被表述为加速度分解的二次优化问题。这使我们能够将视觉约束(例如视野和避免遮挡)视为不平等。此外,它使我们能够轻松地将视觉伺服任务集成到人形机器人的现有全身控制框架中,从而简化了优先级排序,只需要将姿势任务作为正则化项即可。最后,我们展示了该方法在HRP-4上的模拟以及在Romeo上的实际测试中的工作。

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