The FMCW technology-based indoor localization system

Matthias Brugger, T. Christ, Ferdinand Kemeth, Sandor Nagy, Matthias Schäfer, M. Pietrzyk
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引用次数: 9

Abstract

Indoor localization with the accuracy being better than few meters may be a quite challenging task when the system costs are an issue. This paper presents a frequency modulation continuous wave (FMCW) technology-based indoor localization system that has been built in the EU FP7 Confidence project. The main objective of the Confidence project is the development and integration of innovative technologies to build a care system for the detection of abnormal events, e.g. falls or unexpected behaviors that may be related to health problems of elderly people. In this paper, details on the hardware, firmware, and software parts of the developed prototype are provided. The localization algorithm based on the Kalman filter with the Gaussian averaging is presented. The localization performance is evaluated in the laboratory setting. Our first results indicate that in the case of localization in two dimensions the mean absolute position error is about 1 meter.
基于FMCW技术的室内定位系统
当系统成本是一个问题时,精度优于几米的室内定位可能是一项相当具有挑战性的任务。本文介绍了一种基于调频连续波(FMCW)技术的室内定位系统,该系统已在欧盟FP7信心计划中建成。“信心”项目的主要目标是开发和整合创新技术,以建立一个检测异常事件的护理系统,例如跌倒或可能与老年人健康问题有关的意外行为。在本文中,详细介绍了开发原型的硬件,固件和软件部分。提出了一种基于高斯平均卡尔曼滤波的定位算法。在实验室环境中评估定位性能。我们的初步结果表明,在二维定位的情况下,平均绝对位置误差约为1米。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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