{"title":"Localization method for device-to-device through user movement","authors":"The Dang Huynh, Chung Shue Chen, Siu-Wai Ho","doi":"10.1109/ICCW.2015.7247279","DOIUrl":null,"url":null,"abstract":"Indoor positioning system is a key component for developing various location based services such as indoor navigation in large complex buildings (e.g., commercial center and hospital). Meanwhile, it is challenging to design a cost effective solution which is able to provide high accuracy. A new method, namely Two-Step Movement (2SM), was proposed in [1] to demonstrate how to build a positioning system which requires only one Reference Point (RP) by exploiting user movement. The method can offer good precision and minimize the number of RPs required so as to reduce system implementation cost. Built on 2SM, here we first improve the positioning performance through multi-sampling technique to combat measurement noise. Secondly, we propose the Generalized Two-Step Movement (G2SM) method for device-to-device (D2D) systems in which both the mobile terminal (MT) and RP can be mobile device. The mobile user's position can be derived analytically and given in simple closed-form expression. Its effectiveness in the presence of noise is shown in simulation results.","PeriodicalId":6464,"journal":{"name":"2015 IEEE International Conference on Communication Workshop (ICCW)","volume":"20 1","pages":"821-826"},"PeriodicalIF":0.0000,"publicationDate":"2015-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Communication Workshop (ICCW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCW.2015.7247279","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Indoor positioning system is a key component for developing various location based services such as indoor navigation in large complex buildings (e.g., commercial center and hospital). Meanwhile, it is challenging to design a cost effective solution which is able to provide high accuracy. A new method, namely Two-Step Movement (2SM), was proposed in [1] to demonstrate how to build a positioning system which requires only one Reference Point (RP) by exploiting user movement. The method can offer good precision and minimize the number of RPs required so as to reduce system implementation cost. Built on 2SM, here we first improve the positioning performance through multi-sampling technique to combat measurement noise. Secondly, we propose the Generalized Two-Step Movement (G2SM) method for device-to-device (D2D) systems in which both the mobile terminal (MT) and RP can be mobile device. The mobile user's position can be derived analytically and given in simple closed-form expression. Its effectiveness in the presence of noise is shown in simulation results.
室内定位系统是开发大型复杂建筑(如商业中心和医院)室内导航等各种定位服务的关键组成部分。同时,设计一种具有成本效益且能够提供高精度的解决方案具有挑战性。文献[1]提出了一种新的方法,即两步移动(Two-Step Movement, 2SM),该方法利用用户的移动来构建一个只需要一个参考点(Reference Point, RP)的定位系统。该方法可以提供良好的精度和最小化所需rp的数量,从而降低系统的实现成本。在2SM的基础上,我们首先通过多采样技术来对抗测量噪声,从而提高定位性能。其次,针对移动终端(MT)和RP都可以是移动设备的设备到设备(D2D)系统,提出了广义两步移动(G2SM)方法。移动用户的位置可以解析导出,并以简单的封闭形式表示。仿真结果表明了该方法在噪声存在下的有效性。