基于SVM的GSM网络定位技术
A Location Method of GSM Network Based on SVM
摘要
本文提出了针对GSM网络移动台的基于支持向量机定位方法。通过建立基于接收信令数据的SVM模式匹配定位相关性模型，可以预测大量测量报告中MS的具体位置，并将这种方法得到的定位数据与实际情形中的地理数据进行比对。试验显示，应用这种定位方法是有效的。Abstract
This paper presents a positioning method based on support vector machine for mobile station of the GSM network. With the establishment of the SVM-based pattern-matching location-related model for signaling data ,it can predict a large number of the specific location in measurement reports .The location data obtained this way had been compared with the actual situation in the geographic data. Tests have shown that the application of this positioning method is effective. 关键词
模式匹配/SVM/定位Key words
Pattern Matching/SVM/Location引用本文复制引用
王思文.基于SVM的GSM网络定位技术[EB/OL].(2009-11-17)[2025-12-13].http://www.paper.edu.cn/releasepaper/content/200911-474.学科分类
通信/无线通信
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