迈向低成本协同移动定位

A. Pourabdollah, Xiaolin Meng, M. Jackson
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引用次数: 5

摘要

在缺乏独立于基础设施的室内外集成定位解决方案的情况下,本文研究了基于多传感器手机大量用户的公共低成本解决方案所面临的挑战。在手机中有多个不同精度水平的位置传感器,在环境中有许多用户可以分享他们的绝对或相对定位,除了手机访问外部数据源的能力之外,可能会导致一种称为协作定位的集成算法。解决方案的利益相关者(移动电话传感器、用户、固定站点和外部数据库)参与迭代算法,以估计或提高基于统计模型的每个节点位置的准确性。本文还针对基于信号强度测量的协同手机定位问题提供了场景和初步解决方案。“位置广播”和“点对点校正”已被建议作为可能的设计方法。
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Towards low-cost collaborative mobile positioning
In the lack of an infrastructure-independent solution for an integrated indoor/outdoor positioning, this paper studies the challenges to realize a public and low-cost solution, based on mass users of multiple-sensor mobile phones. Having multiple location sensors in the mobile phones with different levels of accuracy, having many users in the environment which can share their absolute or relative localizations, in addition to the ability of the phones to access external data sources may lead to an integrated algorithms which are called collaborative positioning. The stakeholders of the solution (mobile phones sensors, users, fixed stations and external databases) are involved in an iterative algorithm to estimate or improve the accuracy of each node's position based on statistical models. This paper also provides scenarios and initial solution to the problem of collaborative mobile phone positioning based on signal strength measurement. “Position broadcasting” and “Peer-to-peer correction” has been suggested as possible design approaches.
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