建筑室内定位系统WIFI通信信道状态信息的初步处理算法

A. Astafiev, A. Zhiznyakov, A. Zakharov, D. Privezentsev
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引用次数: 1

摘要

本课题致力于开发一种用于建筑室内定位系统的WIFI通信信道状态信息预处理算法。这项工作的相关性与移动智能设备市场的快速增长有关。使用这种装置需要比现有方法和途径所能提供的更高的定位精度。对此,在研究框架内解决的问题是一个亟待解决的科学技术问题。与大多数无线电定位算法中采用的RSSI信号电平测量方法不同,本文提出了考虑信道状态信息的方法。与RSSI不同,链路状态信息包括有关在每个子载波上传输的信号的信息。本文考虑了56个子载波的WiFi4标准。数据包包含有关信号的相位和幅度的信息。研究了信道状态信息的获取、采集、预处理和同步技术。本文中考虑的算法使得使用数据挖掘方法准备用于实际室内定位算法的初始原始数据成为可能。
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Algorithm for Preliminary Processing Channel State Information of the WIFI Communication Channel for Building Indoor Positioning Systems
The work is devoted to the development of an algorithm for preprocessing channel state information of the WIFI communication channel for building indoor positioning systems. The relevance of the work is associated with the rapid growth of the market for mobile smart devices. The use of such devices requires higher positioning accuracy than existing methods and approaches can provide. In this regard, the problem solved in the framework of the study is an urgent scientific and technical problem. The paper proposes consideration of information about the channel state information, as opposed to the method of measuring the RSSI signal level, adopted in most radio positioning algorithms. Unlike RSSI, the link state information includes information about the signal transmitted on each of the subcarriers. The paper considers the WiFi4 standard with 56 sub carriers. The data packet contains information about the phase and amplitude of the signal. The study considers a technique for obtaining data on the channel state information, its collection, preprocessing and synchronization. The algorithms considered in the article make it possible to prepare initial, raw data for use in practical indoor positioning algorithms using data mining methods.
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