GNSS导航算法的嵌入式软件实现的性能增强

E. Zemskov, J. Nurmi
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引用次数: 1

摘要

在GNSS接收机中计算导航解需要进行许多不同的计算。在本文中,一些软件优化可以用于导航解决方案的计算而不降低结果的准确性。此外,还显示了一些似乎不适合导航解决方案而不能使用的优化。对可能用于GNSS接收机的嵌入式硬件(例如单精度FPU)的有限功能进行了一些关注。软件采用兼容ansi的C语言实现,基于ARM平台构建,在ARM指令集模拟器上运行。其性能以执行时间和估计的Whetstone FLOPs来衡量。所提供的复杂性预算显示了解决方案的每个阶段所需的计算量。
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Performance enhancements for embedded software implementation of GNSS navigation algorithms
Calculation of a navigation solution in a GNSS receiver requires a number of different calculations to be carried out. In this paper, a number of software optimizations that can be used in the calculation of a navigation solution without decreasing the accuracy of the result are presented. Also, some optimizations that appeared to be unsuitable for navigation solution and could not be used are shown. Some attention is put on limited capabilities of embedded hardware (e.g. single-precision FPU) that may be used in GNSS receiver. Software was implemented in ANSI-compatible C language, built for ARM platform and executed on ARM instruction set simulator. Its performance was measured in execution time and estimated Whetstone FLOPs. Presented complexity budget shows the amount of calculations required by each stage of the solution.
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