论文标题

大规模多材中数字数量的影响

Effects of number of digits in large-scale multilateration

论文作者

Linares, Jean Marc, Arroyave-Tobón, Santiago, Pires, José, Sprauel, Jean Michel

论文摘要

从许多年前开始,多材料已用于精确工程中,主要是在机床和协调测量机校准中。首先,该技术需要使用激光跟踪器或跟踪干涉仪,其次,使用非线性优化算法来确定点坐标。研究工作表明了实验构型对多材中度量精度的影响。但是,尚未解决浮点精度在计算中对大规模多材料精度的影响。在这项工作中,研究了由于浮点精度(数字数)引起的数值错误(圆形和取消效应)的影响。为了在大规模的多材料中评估这些效果,模拟了多层测量系统。通过案例研究说明了该协议,该案例研究模拟了目标点对之间的大距离($ \ le $ 20 m)。结果表明,建议使用多次库库来控制多材料计算过程中不确定性的传播。

Since many years ago, multilateration has been used in precision engineering notably in machine tool and coordinate measuring machine calibration. This technique needs, first, the use of laser trackers or tracking interferometers, and second, the use of nonlinear optimization algorithms to determine point coordinates. Research works have shown the influence of the experimental configuration on measure precision in multilateration. However, the impact of floating-point precision in computations on large-scale multilateration precision has not been addressed. In this work, the effects of numerical errors (rounding and cancellation effects) due to floating-point precision (number of digits) were studied. In order to evaluate these effects in large-scale multilateration, a multilateration measurement system was simulated. This protocol is illustrated with a case study where large distances ($\le$20 m) between pairs of target points were simulated. The results show that the use of multi-precision libraries is recommended to control the propagation of uncertainties during the multilateration computation.

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