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Chipless RFID measurement for CWT and CNN
- Citation Author(s):
- Submitted by:
- Jafait Junior F...
- Last updated:
- Mon, 12/02/2024 - 11:42
- DOI:
- 10.21227/0eqw-dr82
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Abstract
4800 + 2400 chipless RFID measurements of a population of 16 tags. Magnitude and phase are phase to allow DSP in the time domain. The measurement are made in a monostatic configuration with linearly-polarized antennas. The population of tags include circular ring resonators and square ring resonators. The dataset is used to trained convolutional neural networks. The inputs of the CNN is the continuous wavelet transform of the signals. The CWT is get from a previously selected portion of th signal in time domain. A time-gating process have been define to conveniently extract the usefull portion.
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