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Sensor-based redundancy resolution for a nonholonomic mobile manipulator

机译:非完整移动机械手的基于传感器的冗余解决方案

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摘要

Redundant nonholonomic mobile manipulators have wide range applications in civilian and military areas. The high redundancy provides high operation flexibility but also introduces redundancy resolution problems. The existing methods mainly focus on the off-line redundancy resolution, and most of them are based on single objective optimization. However, in order to efficiently accomplish a specific task, the dynamic environment information, task constraints and requirements should be considered. This paper investigates a new method which employs the onboard sensor information to resolve the redundancy online by realizing multiple objectives optimization. The effectiveness of this method is demonstrated by simulation results.
机译:冗余非完整移动机械手在民用和军事领域具有广泛的应用。高冗余度提供了较高的操作灵活性,但同时也带来了冗余解析问题。现有方法主要关注离线冗余解决方案,并且大多数基于单目标优化。但是,为了有效地完成特定任务,应考虑动态环境信息,任务约束和要求。本文研究了一种新方法,该方法利用机载传感器信息通过实现多目标优化来在线解决冗余问题。仿真结果证明了该方法的有效性。

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