Chipless RFID measurement for ML predictions

Citation Author(s):
Jafait Junior
Fodop Sokoudjou
Submitted by:
Jafait Junior F...
Last updated:
Thu, 02/23/2023 - 05:35
DOI:
10.21227/681r-eb17
Data Format:
*.csv
License:
Creative Commons Attribution
316 Views
Categories:
Machine Learning
Keywords:
Chipless RFID 2.1-10.6 GHz data
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Abstract 

The data are made of nine sets of measurements of four chipless RFID tags. The first two are made of 2600 measurements made at 160 centimeters (distance between the tag and the antenna) without (first) and with (second) initial background subtraction. The third set is made of 5600 measurements made in the range of 50 – 140 centimeters. The next six sets are measurements made to test models trained with the third set. All the measurements are made in the monostatic configuration.

Instructions: 

Sets 1, 2, and 3 a made for different applications. 

In the first two cases, a part of the data should be splitter in training and testing sets.

It is not necessary to split the third sets since there are test sets available. 

The last columns of each set represent the labels.

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