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A Quantitative Approach for Determining the Level andSophistication of Automation in Unmanned Vehicles

机译:一种确定无人驾驶车辆自动化水平的定量方法

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A key question designers of unmanned vehicles face is: To what degree and levelof sophistication should functions be automated? With each new vehicle project, ananswer must be found. Some major influences on the decision are mission requirementsand uncertainties, operating environment, communications constraints, the physicalcapability of the vehicle, and sensor performance. This paper presents an analyticalmethod that helps practitioners find a solution while taking into account such factors.The approach recasts the problem into a trade study linking functional requirementsplaced on the automation to operational performance and cost. Drawing upon prior work,the discussion first frames the problem by providing workable definitions for degree ofautomation and its level of sophistication. A blueprint for conducting investigationsfollows including an approach to building quantitative models and a technique forrunning simulations. Throughout, a real world case study complete with simulationresults provides illustration and demonstrates the method’s utility.
机译:无人驾驶车辆面临的关键问题设计师是:在多大程度上和级别的程度应该自动化?通过每个新的车辆项目,必须找到ananswer。关于该决策的一些主要影响是使命要求和不确定性,操作环境,通信限制,车辆的物理可行性和传感器性能。本文提出了一个分析方法,帮助从业者找到解决方案,同时考虑到这些因素。方法重新批准了对贸易研究的问题,将功能性要求与自动化进行运营绩效和成本的贸易研究。在上班前进行绘制,讨论首先通过为utomation度和复杂程度提供可行的定义来绘制问题。用于进行调查的蓝图,包括构建定量模型的方法和一种用于超越模拟的技术。整个世界案例研究完成了仿真方法,提供了图示,并演示了该方法的实用程序。

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