Use of Active RFID and Environment-Embedded Sensors for Indoor Object Location Estimation

机译：使用有源RFID和环境嵌入式传感器进行室内物体位置估计

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

This paper describes a method for localizing objects in an actual living environment. We have developed this method by using a complementary combination of 1) received signal strength indicators (RSSIs) and vibration data acquired from active RFID tags, and 2) human behavior detected from various types of sensors embedded in the environment. Regarding the former, we use a pattern recognition method to select a feature appeared in SSIs received by several radio frequency (RF) readers at different places and to classify them into a particular location. In our work, we regard the estimated location as the most probable location where the object is placed. As for the latter, we use the detected human behavior to support the estimation based on the analysis of RSSIs. Experiment results showed that the proposed method improved the estimation performance from about 50 to 95% compared with using only RSSIs to localize objects. Moreover, the results also suggested that we can estimate object location indoors without sensors for detecting human position. This indoor object localization method can contribute for constructing an indoor object management system that improves living comfort.

机译：本文介绍了一种在实际生活环境中定位对象的方法。我们通过以下方法的组合开发了这种方法：1）接收信号强度指示器（RSSI）和从有源RFID标签获取的振动数据，以及2）从嵌入在环境中的各种类型的传感器检测到的人类行为。对于前者，我们使用模式识别方法来选择出现在不同位置的多个射频（RF）阅读器接收到的SSI中的特征，并将其分类到特定位置。在我们的工作中，我们将估计位置视为放置对象的最可能位置。对于后者，我们使用检测到的人类行为来支持基于RSSI分析的估计。实验结果表明，与仅使用RSSI定位目标相比，该方法将估计性能提高了约50％至95％。此外，结果还表明我们可以在没有传感器检测人体位置的情况下估计室内物体的位置。该室内物体定位方法可以有助于构建改善生活舒适度的室内物体管理系统。

著录项

来源
《3rd international universal communications symposium 2009》|2009年|P.93-99|共7页
会议地点 Tokyo(JP);Tokyo(JP)
作者
Ming Li; rnTaketoshi Mori; rnHiroshi Noguchi; rnMasamichi Shimosaka; rnTomomasa Sato;
展开▼
作者单位

Graduate School of Information Science and Technology The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, JAPAN;

rnGraduate School of Information Science and Technology The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, JAPAN;

rnGraduate School of Information Science and Technology The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, JAPAN;

rnGraduate School of Information Science and Technology The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, JAPAN;

rnGraduate School of Information Science and Technology The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, JAPAN;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类通信;
关键词
active RFID; RSSI; indoor localization; environment-embedded sensor;

机译：有源RFID; RSSI；室内定位嵌入式环境传感器;

相似文献

外文文献
中文文献
专利

1. Characterising indoor positioning estimation using experimental data from an active RFID-based realtime location system [J] . Luan D. M. Lam, Antony Tang, John Grundy Journal of location based services . 2016,第4期

机译：利用基于有源RFID的实时定位系统的实验数据来表征室内定位估计
2. Time location analysis for exposure assessment studies of indoor workers based on active RFID technology. [J] . Huang F.C., Shih T.S., Lee J.F., Journal of environmental monitoring: JEM . 2010,第2期

机译：基于主动RFID技术的室内工人接触评估研究的时间位置分析。
3. Using active and passive RFID technology to support indoor location-aware systems [J] . Tesoriero R., Gallud J., Lozano M., IEEE Transactions on Consumer Electronics . 2008,第2期

机译：使用主动和被动RFID技术支持室内位置感知系统
4. Use of active RFID and environment-embedded sensors for indoor object location estimation [C] . Ming Li, Taketoshi Mori, Hiroshi Noguchi, Proceedings of the 3rd International Universal Communication Symposium . 2009

机译：使用有源RFID和环境嵌入式传感器进行室内物体位置估计
5. Object Location and Shape Estimation Using a MIMO FMCW Millimeter Wave Sensor [D] . Lou, Yun. 2018

机译：使用MIMO FMCW毫米波传感器的对象位置和形状估计
6. Sensor-Data Fusion for Multi-Person Indoor Location Estimation [O] . Parisa Mohebbi, Eleni Stroulia, Ioanis Nikolaidis 2017

机译：用于多人室内位置估计的传感器数据融合
7. Design and Implement of an Indoor Location System based on Active RFID [O] . Lan Ju, Qingbin Meng 2015

机译：基于有源RFID的室内定位系统的设计与实现

Use of Active RFID and Environment-Embedded Sensors for Indoor Object Location Estimation

摘要

著录项

相似文献

相关主题

期刊订阅