智能家居中的室内物体定位协议

Vinicius Prado da Fonseca, P. Rosa
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引用次数: 1

摘要

本文介绍了一种跟踪智能家居中物体位置的系统,以支持机器人助手进行拾取和放置任务。目前的系统能够利用ZigBee传感器网络中移动设备接收的信号强度来估计物体的位置。为了应用估计方法,在实验室进行了接收强度信号指示测量。采用了两个模型(a)对数距离路径损失模型,其中信号损失具有对数正态分布的随机影响,以及(b)自由空间衰减律-基于开放空间上信号的衰减律。在一个公共数据集上进行了令人满意的实验,以对我们的数据进行基准测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Indoors object location protocol in a smart home
This article presents a system for tracking the position of objects within a smart home to support a robot assistant in pick-and-place tasks. The current system is capable of estimating the position of an object using the signal strength received by a mobile device in a ZigBee sensor network. Received strength signal indication measurements were done in laboratory for applying a estimation method. Two models were utilized (a) log-distance path loss - model in which signal lost has a random influence with log-normal distribution, and (b) free space decay law - based on the decay law for a signal on a open space. Experiments with satisfactory results were done with a public dataset to benchmark our data.
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