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A Domain Specific Language for kinematic models and fast implementations of robot dynamics algorithms

机译:适用于运动模型和快速实现的领域特定语言   机器人动力学算法

摘要

Rigid body dynamics algorithms play a crucial role in several components of arobot controller and simulations. Real time constraints in high frequencycontrol loops and time requirements of specific applications demand thesefunctions to be very efficient. Despite the availability of establishedalgorithms, their efficient implementation for a specific robot still is atedious and error-prone task. However, these components are simply necessary toget high performance controllers. To achieve efficient yet well maintainable implementations of dynamicsalgorithms we propose to use a domain specific language to describe thekinematics/dynamics model of a robot. Since the algorithms are parameterized onthis model, executable code tailored for a specific robot can be generated,thanks to the facilities available for \dsls. This approach allows the users todeal only with the high level description of their robot and relieves them fromproblematic hand-crafted development; resources and efforts can then be focusedon open research questions. Preliminary results about the generation of efficient code for inversedynamics will be presented as a proof of concept of this approach.
机译:刚体动力学算法在arobot控制器和仿真的多个组件中起着至关重要的作用。高频控制回路中的实时约束和特定应用的时间要求要求这些功能非常有效。尽管已建立算法可用,但是它们对于特定机器人的有效实施仍然是乏味且容易出错的任务。但是,这些组件仅是获得高性能控制器所必需的。为了实现动态算法的高效且可维护性强的实现,我们建议使用特定领域的语言来描述机器人的运动学/动力学模型。由于算法是在此模型上参数化的,因此可以使用\ dsls生成适合于特定机器人的可执行代码。这种方法允许用户仅对他们的机器人进行高级描述,从而使他们摆脱了有问题的手工开发;然后可以将资源和精力集中在公开的研究问题上。有关生成逆动力学有效代码的初步结果将作为此方法概念的证明。

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