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Zero-Effort Proximity Detection With ZigBee

Authors
Shao, ChenglongKim, YoungkiLee, Wonjun
Issue Date
9월-2020
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
ZigBee; Transmitting antennas; Receiving antennas; Engines; Wireless fidelity; Radio transmitters; ZigBee; proximity detection; near field; far field
Citation
IEEE COMMUNICATIONS LETTERS, v.24, no.9, pp.2047 - 2050
Indexed
SCIE
SCOPUS
Journal Title
IEEE COMMUNICATIONS LETTERS
Volume
24
Number
9
Start Page
2047
End Page
2050
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/53702
DOI
10.1109/LCOMM.2020.2998526
ISSN
1089-7798
Abstract
This letter presents ZIP (zero-effort ZIgBee Proximity detection), a novel technique to detect the proximity of two Internet-of-Things devices. Based on the ZigBee technology, ZIP embodies the first zero-effort solution by differing from existing ones that resort to the use of tailor-made hardware, multiple antenna installments, the employment of a third-party device, or user involvement. At the heart of ZIP is the construction of a feature-designated decision tree built on received signal strength. An ensemble prediction method is further designed to aggregate the outputs of multiple decision trees for detection accuracy improvement. Practical experiments are conducted to show the reliability and robustness of ZIP.
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