Research and application of RFID location algorithm based on reference tags

Several improvements of the existing reference tag-based nearest-neighbor positioning algorithm were intro-duced,including the method of dynamic setting of k value,the concept of reference tags’ credibility and the algorithm of correction based on the positioning error of nearest tags.The algorithm...

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Main Authors: WANG Yuan-zhe1, MAO Lu-hong1, LIU Hui1, XIAO Ji-gao1
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2010-01-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/74649216/
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author WANG Yuan-zhe1
MAO Lu-hong1
LIU Hui1
XIAO Ji-gao1
author_facet WANG Yuan-zhe1
MAO Lu-hong1
LIU Hui1
XIAO Ji-gao1
author_sort WANG Yuan-zhe1
collection DOAJ
description Several improvements of the existing reference tag-based nearest-neighbor positioning algorithm were intro-duced,including the method of dynamic setting of k value,the concept of reference tags’ credibility and the algorithm of correction based on the positioning error of nearest tags.The algorithm based on the historical track of object tags was also adopted.The indoor positioning system was built with time-division multi-use antennas connected to its RF-ports.The visual software was also developed based on the algorithm proposed.Positioning accuracy and stability in complex environments were proved by experiments to be better than that of the existing algorithm.
format Article
id doaj-art-8b97f4f56cdd464aabcf575bade57e83
institution OA Journals
issn 1000-436X
language zho
publishDate 2010-01-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-8b97f4f56cdd464aabcf575bade57e832025-08-20T02:34:19ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2010-01-0131869274649216Research and application of RFID location algorithm based on reference tagsWANG Yuan-zhe1MAO Lu-hong1LIU Hui1XIAO Ji-gao1Several improvements of the existing reference tag-based nearest-neighbor positioning algorithm were intro-duced,including the method of dynamic setting of k value,the concept of reference tags’ credibility and the algorithm of correction based on the positioning error of nearest tags.The algorithm based on the historical track of object tags was also adopted.The indoor positioning system was built with time-division multi-use antennas connected to its RF-ports.The visual software was also developed based on the algorithm proposed.Positioning accuracy and stability in complex environments were proved by experiments to be better than that of the existing algorithm.http://www.joconline.com.cn/zh/article/74649216/RFIDindoor locationreference tagspositioning algorithm
spellingShingle WANG Yuan-zhe1
MAO Lu-hong1
LIU Hui1
XIAO Ji-gao1
Research and application of RFID location algorithm based on reference tags
Tongxin xuebao
RFID
indoor location
reference tags
positioning algorithm
title Research and application of RFID location algorithm based on reference tags
title_full Research and application of RFID location algorithm based on reference tags
title_fullStr Research and application of RFID location algorithm based on reference tags
title_full_unstemmed Research and application of RFID location algorithm based on reference tags
title_short Research and application of RFID location algorithm based on reference tags
title_sort research and application of rfid location algorithm based on reference tags
topic RFID
indoor location
reference tags
positioning algorithm
url http://www.joconline.com.cn/zh/article/74649216/
work_keys_str_mv AT wangyuanzhe1 researchandapplicationofrfidlocationalgorithmbasedonreferencetags
AT maoluhong1 researchandapplicationofrfidlocationalgorithmbasedonreferencetags
AT liuhui1 researchandapplicationofrfidlocationalgorithmbasedonreferencetags
AT xiaojigao1 researchandapplicationofrfidlocationalgorithmbasedonreferencetags