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RFID 3-D Indoor Localization for Tag and Tag-Free Target Based on Interference.

Authors :
Liu, Meng
Wang, Hongjun
Yang, Yang
Zhang, Yajun
Ma, Liang
Wang, Na
Source :
IEEE Transactions on Instrumentation & Measurement. Oct2019, Vol. 68 Issue 10, p3718-3732. 15p.
Publication Year :
2019

Abstract

Passive indoor localization has gained much attention recently. Numerous applications including storage management and somatosensory systems would benefit from accurate passive indoor localization. As a potential technology for the internet of things, radio frequency identification (RFID) has many advantages for indoor localization, such as low cost, parallel processing, and low complexity. In this paper, a passive indoor localization system, named Lobain, was proposed based on interference of ultrahigh frequency RFID tags. Using commercial off-the-shelf reader, antenna, and tags, this system, functions for tagged and tag-free item localization in 2-D and 3-D indoor environments. Small numbers of reference tags were used as sensors to improve performance and reduce cost. Unlike traditional methods, an improved propagation model and an innovative method were presented to extract a target’s channel information from a complicated received signal. A relative phase wrapping integer method was presented to solve the phase wrapping problem of reference tags, and the least-squares method was used to optimize the tradeoff between number of reference tags and accuracy. A tag and tag-free items including shrimp chips, cola, and instant noodles were localized as single target in the evaluation experiments. The prototype achieved mean 2-D median localization errors of 5.9 (x-axis) and 8.2 cm (y-axis), and achieved mean 3-D median errors of 9 (x-axis), 6.7 (y-axis), and 13.3 cm (z-axis). [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189456
Volume :
68
Issue :
10
Database :
Academic Search Index
Journal :
IEEE Transactions on Instrumentation & Measurement
Publication Type :
Academic Journal
Accession number :
138733391
Full Text :
https://doi.org/10.1109/TIM.2018.2879678