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基于质心-Taylor的UWB室内定位算法研究

张瑞峰 张忠娟 吕辰刚

重庆邮电大学学报(自然科学版)2011,Vol.23Issue(6):717-721,5.
重庆邮电大学学报(自然科学版)2011,Vol.23Issue(6):717-721,5.DOI:10.3979/j.issn.1673-825X.2011.06.014

基于质心-Taylor的UWB室内定位算法研究

Research of indoor location algorithm based on centroid-taylor

张瑞峰 1张忠娟 1吕辰刚1

作者信息

  • 1. 天津大学电子信息工程学院,天津300072
  • 折叠

摘要

Abstract

A novel Centroid-Taylor cooperative position scheme in NLOS environment is proposed by researching the indoor positioning models and algorithms of ultra wideband ( UWB). The Centroid algorithm that is not sensitive to location error is used for initial rough location, and then the value of the rough location is used as the initial value of Taylor algorithm for precise positioning. It inverts the nodes positioning completely into reference nodes. It can increase the quality of initial value for Taylor algorithm, also decrease the number of reference nodes in order to reduce system hardware costs. Simulation results show that this method has superior positioning performance, especially the great improvement of system under the large ranging error caused by NLOS.

关键词

UWB/室内定位/Taylor算法/质心算法/混合定位

Key words

ultra wideband (UWB)/ indoor location/ Taylor algorithm/ centroid algorithm cooperative location

分类

信息技术与安全科学

引用本文复制引用

张瑞峰,张忠娟,吕辰刚..基于质心-Taylor的UWB室内定位算法研究[J].重庆邮电大学学报(自然科学版),2011,23(6):717-721,5.

基金项目

天津市应用基础研究重点项目(09JCZDJC25600) (09JCZDJC25600)

重庆邮电大学学报(自然科学版)

OA北大核心CSTPCD

1673-825X

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