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引入RSSI指纹抖动量的室内定位改进算法

邓遂 邓瀚林 潘强 刘海涛

计算机工程Issue(2):81-84,4.
计算机工程Issue(2):81-84,4.DOI:10.3969/j.issn.1000-3428.2015.02.016

引入RSSI指纹抖动量的室内定位改进算法

Improved Indoor Localization Algorithm of Introducing RSSI Fingerprints Jittering

邓遂 1邓瀚林 1潘强 1刘海涛1

作者信息

  • 1. 无锡物联网产业研究院,江苏 无锡214213
  • 折叠

摘要

Abstract

In order to improve the accuracy of indoor localization using Received Signal Strength Indicator ( RSSI ) fingerprints, a new method of introducing the jittering of RSSI fingerprints is proposed, which defines the calculating method of the RSSI fingerprints jittering,and applies it to measure the distance between the reference tags and tags that are being tracked,and computes the RSSI fingerprints of the virtual tags. Test results show that the average localization accuracy is about 0. 35 m ~0. 88 m higher by the improved algorithm than RFFP,and 0. 38 m ~0. 94 m higher than LANDMARC while the time-consuming increases by only 1% and 12% respectively.

关键词

室内定位/无线射频识别/接收信号强度指示/指纹/虚拟标签/无线传感器网络

Key words

indoor localization/Radio Frequency Identification( RFID)/Received Signal Strength Indicator ( RSSI)/fingerprint/virtual tag/Wireless Sensor Network( WSN)

分类

信息技术与安全科学

引用本文复制引用

邓遂,邓瀚林,潘强,刘海涛..引入RSSI指纹抖动量的室内定位改进算法[J].计算机工程,2015,(2):81-84,4.

基金项目

江苏省自然科学基金资助项目( BK2011035) ( BK2011035)

江苏省省级现代服务业(软件产业)发展专项引导基金资助重点项目(CYE11C1116)。 (软件产业)

计算机工程

OA北大核心CSCDCSTPCD

1000-3428

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