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Zero-Effort Proximity Detection With ZigBee

delete2020-09-01
delete10
PRE
AI
C
Chenglong Shao
Y
Youngki Kim
W
Wonjun Lee *
DOI:10.1109/LCOMM.2020.2998526delete
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摘要

摘要

En 中文
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.
Keyword:
ZigBee
Transmitting antennas
Receiving antennas
Engines
Wireless fidelity
Radio transmitters
ZigBee
proximity detection
near field
far field
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期刊

IEEE Communications Letters 封面图
IEEE Communications Letters
IF:
4.4
论文数:
1.3W
被引数:
2.2W

机构

K
Korea University
学者数:
3.6W
论文数: 3.8W
被引数: 4.4W
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