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Error Quantification and Visualization in Using Sensors to Position Backhoe Excavator

机译:使用传感器定位反向挖掘机的误差量化和可视化

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摘要

This paper describes an analytical model along with a visualizing tool, based on the error propagation theory to quantify and visualize the uncertainty that is present in the position and pose of the excavator obtained from sensor-based measurements regardless of the type of sensors used. A technique is also presented to aid in the selection process of sensors (precision level) for tracking the excavator (pose and position) considering the tradeoff between the level of precision required in field operation on a specific task and the cost of sensors. A conceptual demonstration of field operation at a grading project is also given at the end; detailed workface level planning is made for a self-tracking excavator equipped with multiple sensors to track its bucket position.
机译:本文基于误差传播理论来介绍一个分析模型以及可视化工具,以定量和可视化从传感器的测量所获得的挖掘机的位置和姿势中存在的不确定性,而不管使用的传感器的类型。还提出了一种技术以帮助在考虑特定任务上现场操作所需的精度水平与传感器成本之间的折衷时,帮助跟踪挖掘机(精确度)的选择过程。在末尾还给出了分级项目的现场操作的概念性演示;详细的解决方案级别规划是为配备多个传感器的自动跟踪挖掘机,以跟踪其铲斗位置。

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