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蜂窝无线网络中移动台定位算法Fingerprint的研究

RESEARCH ON MOBILE PHONE POSITIONING ALGORITHM FINGERPRINT IN CELLULAR WIRELESS NETWORK

中文摘要英文摘要

在对无线蜂窝网络中的定位算法的研究中发现,基于小区编号的CELL-ID算法的精度较低;基于到达时间TOA和到达时间差TDOA算法的定位精度受测距误差影响较大;GPS定位精度较高,但对终端要求较高,且易受天气和环境的影响。故研究Fingerprint(指纹)定位算法。Fingerprint算法从数据库、模式匹配的角度对待现有的定位问题,相对于其他定位算法,此算法由非视距(NLOS)传播引起的误差较小,且在有一定量的实测数据的基础上容易实现较准确定位。本文使用Fingerprint算法的思想,采用SAS统计工具,在实际路测数据的基础上,首先建立Fingerprint数据库,然后利用SAS工具的聚类分析和判别分析功能,从基于经纬度和基于接收功率值两个方面对Fingerprint定位算法进行初步验证。验证结果表明,Fingerprint定位的算法精度较比传统定位方法的定位精度高。

In the study of positioning algorithm in wireless cellular network, we found that the CELL-ID algorithm has a relatively low accuracy, and the accuracy of positioning algorithm based on time of arrival and time difference of arrival is easily been influenced by the measuring distance; GPS has a better accuracy, but it also has a high demand on the terminals, and it is eaily influence by the weather and environment. So we study the Fingerprint algorithm, this algorithm has a lower deviation by the NLOS propagation, and it is relatively easily to be achieved when there is a certain amount of measured data. In this paper, we use the idea of Fingerprint algorithm and the SAS tool, with the base of road test data. Firstly establish the Fingerprint database, then use the cluster analysis and discrim analysis in SAS system, from two aspects to verificate: based on the longitude and latitude, and based on BCCHLevel. And the result shows that the accuracy of Fingerprint algorithm is better than that of other traditional positioning methods.

杨大成、张健明、常建萍

无线通信通信

定位算法Fingerprint(指纹)SAS技术

Positioning AlgorithmFingerprintSAS Technique

杨大成,张健明,常建萍.蜂窝无线网络中移动台定位算法Fingerprint的研究[EB/OL].(2013-11-20)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201311-389.点此复制

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