超宽带跟踪系统的系统级噪声

William C. Suski, Salil Banerjee, A. Hoover
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引用次数: 10

摘要

以往在超宽带(UWB)噪声建模方面的工作主要集中在隔离单个误差源上。然而,重要的是要认识到一些错误总是会传递到系统输出。在这项工作中,我们系统地评估了超宽带位置跟踪系统的系统级噪声。我们将系统级噪声定义为系统在实际环境中安装时获得的测量误差。我们的结果表明,多模态噪声模型对于过滤系统级噪声至关重要。为了鼓励进一步的研究,我们所有的数据都是公开的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
System-level noise of an ultra-wideband tracking system
Previous works in ultra-wideband (UWB) noise modeling have mostly focused on isolating the individual sources of error. However, it is important to recognize that some errors will always pass through to the system output. In this work, we methodically evaluated the system-level noise of a UWB position tracking system. We define system-level noise as the measurement error obtained when the system is installed in a real-world environment. Our results show that a multi-modal noise model will be essential for filtering system-level noise. To encourage further research, all of our data has been made publicly available.
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