A Novel Detection Technique for a Chipless RFID System Using Quantile Regression

Manekiya, Mohammedhusen and Donelli, Massimo and Kumar, Abhinav and Menon, Sreedevi (2018) A Novel Detection Technique for a Chipless RFID System Using Quantile Regression. Electronics, 7 (409). pp. 1-17. ISSN 2079-9292

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This work presents a novel approach for improving the detection capabilities of a chipless Radio Frequency Identification (RFID) system based on quantile regression. The main drawback of chipless RFID systems is the limited response of the tags due to the low-quality factor of the resonators, used to encode the information in the tag. The detection becomes very challenging especially for real-time data when noise is present. This work proposes the use of quantile regression to enhance the system performance. A chipless RFID system prototype has been fabricated (as a proof of concept) and experimentally assessed. The obtained results are quite satisfactory in the potentialities of the proposed methodology.

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IITH Creators:
IITH CreatorsORCiD
Item Type: Article
Subjects: Electrical Engineering
Divisions: Department of Electrical Engineering
Depositing User: Team Library
Date Deposited: 13 Dec 2018 12:02
Last Modified: 13 Dec 2018 12:02
URI: http://raiith.iith.ac.in/id/eprint/4625
Publisher URL: http://doi.org/10.3390/electronics7120409
OA policy: http://www.sherpa.ac.uk/romeo/issn/2079-9292/
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