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An overview of the issues and perspectives for multisensor fusion and integration in Mechatronics

机译:机电一体化中多传感器融合和集成的问题和前景概述

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Mechatronics is the integration of mechanical, electrical, information, communication and nano/micro level technologies in the products and manufacturing processes. An intelligent mechatronic system needs the ability to perceive information from the ambient environment and diagnose the system functions by multimodal sensors. The implementation of multisensor fusion and integration (MFI) in mechatronic systems can help reducing uncertainties of sensory data and resulting in more accurate perception. In this paper, an overview of components, functions and applications of Mechatronics is presented. The architecture and fusion algorithms of MFI at different fusion levels in a mechatronic system are also reviewed. And issues and perspectives for multisensor fusion and integration in Mechatronics are discussed.
机译:机电一体化是机械,电气,信息,通信和纳米/微米级技术在产品和制造过程中的集成。智能机电系统需要具有从周围环境感知信息并通过多模式传感器诊断系统功能的能力。机电一体化系统中多传感器融合与集成(MFI)的实施可以帮助减少感官数据的不确定性,并获得更准确的感知。在本文中,将对机电一体化的组件,功能和应用进行概述。还回顾了机电系统中不同融合级别的MFI的体系结构和融合算法。并讨论了机电一体化中多传感器融合和集成的问题和前景。

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