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A Passive Localization Scheme Based on Channel State Information in an Indoor Environment

机译:一种基于室内环境中信道状态信息的被动定位方案

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Localization is an important issue and has been applied in many applications. Many localization mechanisms have been developed in the last decade, including GPS-based, Wi-Fi RSSI Signal based as well as BLE Beacon based localizations. The common disadvantages of the existing localization mechanisms is that they belong the class of Active Localization which requires the localization target carrying a receiver such as mobile phone or navigator. Compared with the passive localization mechanisms, the active localization mechanisms cause inconvenient and create hardware cost. This paper proposed a CSI-based Passive Localization Mechanism, or called CPLM in short which identifies the human locations in the indoor environment based on Channel Impulse Response (CIR) information. Experiment results reveal that the proposed CPLM outperforms existing works in terms of localization accuracy, latency as well as the reliability.
机译:本地化是一个重要问题,已应用于许多应用程序。过去十年来说,许多本地化机制已经开发,包括基于GPS的Wi-Fi RSSI信号以及基于BLE信标的本地化。现有本地化机制的常见缺点是它们属于需要携带接收机(例如移动电话或导航器)的定位目标的主动本地化的类。与被动定位机制相比,活动本地化机制导致不方便并创造硬件成本。本文提出了基于CSI的被动定位机制,或者简称CPLM,其基于信道脉冲响应(CIR)信息识别室内环境中的人体位置。实验结果表明,在本地化准确性,延迟以及可靠性方面,所提出的CPLM优于现有的工作。

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