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Design of a flexible reconfigurable mobile robot localization system using FPGA technology

机译:利用FPGA技术设计灵活的可重构移动机器人定位系统

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摘要

Mobile robot activities have variable computational requirements according to various parameters related to the robotic applications behaviour and the robot dynamic environment. This high variability puts many challenges for a complete robot navigation system design. With their high flexibility, reconfigurable architectures are a suitable choice to design such dynamic system. Mobile robot navigation steps (perception, localization, obstacle avoidance and path planning) are extremely complex to be embedded in a complete navigation controller. In this paper, we presented a generic and a flexible platform based on FPGA technology, for studying and prototyping complete unified robot navigation system. We exploited the dynamic reconfiguration mechanism that allows modifying the navigation controller according to different navigation algorithm requirements. We showed the effectiveness of this platform in the localization step. We have a dynamic reconfigurable system that switches between three different localization techniques to satisfy energy/ surface ratio and exploit the released resources to implement other robot tasks.
机译:根据与机器人应用行为和机器人动态环境有关的各种参数,移动机器人活动具有可变的计算要求。这种高可变性为完整的机器人导航系统设计提出了许多挑战。由于具有高度的灵活性,可重新配置的体系结构是设计这种动态系统的合适选择。移动机器人的导航步骤(感知,定位,避障和路径规划)极其复杂,无法嵌入到完整的导航控制器中。在本文中,我们提出了一个基于FPGA技术的通用灵活平台,用于研究和原型化完整的统一机器人导航系统。我们利用了动态重新配置机制,该机制允许根据不同的导航算法要求修改导航控制器。我们在本地化步骤中展示了该平台的有效性。我们拥有一个动态可重配置系统,该系统可在三种不同的定位技术之间切换,以满足能量/表面比,并利用释放的资源来执行其他机器人任务。

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