An enhanced chipless RFID system in 60 GHz using pattern recognition techniques

Larry M. Arjomandi, Nemai C. Karmakar

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Abstract

Using a hybrid method of mm-wave frequency scanning and pattern-recognition techniques, a highly accurate chipless Radio Frequency Identification (RFID) system in 60 GHz free spectrum has been developed. It contains high encoding capacity chipless tag based on alphabetic characters printed onto a low-cost substrate. The individual tag is scanned with a pair of orthogonally polarized horn antennas in a few view angles within the 57-64 GHz band. The resulted cross-polar backscattered signal is processed to enable feature learning and classifications using different networks, such as Support Vector Machines (SVMs), K-Nearest neighbors (KNNs) and Ensembles. This method yields > 95% reading accuracy which demonstrates great improvement in many low-cost chipless tag applications.

Original languageEnglish
Title of host publication2018 48th European Microwave Conference, EuMC 2018
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages973-976
Number of pages4
ISBN (Electronic)9782874870514
DOIs
Publication statusPublished - 20 Nov 2018
EventEuropean Microwave Conference 2018 - Madrid, Spain
Duration: 23 Sep 201827 Sep 2018
Conference number: 48th
https://ieeexplore-ieee-org.ezproxy.lib.monash.edu.au/xpl/mostRecentIssue.jsp?punumber=8528202

Conference

ConferenceEuropean Microwave Conference 2018
Abbreviated titleEUMC 2018
CountrySpain
CityMadrid
Period23/09/1827/09/18
Internet address

Keywords

  • classification algorithms
  • Hybrid chipless RFID
  • Internet of Things
  • nearest neighbor searches
  • pattern analysis
  • RFID tags
  • support vector machines

Cite this

Arjomandi, L. M., & Karmakar, N. C. (2018). An enhanced chipless RFID system in 60 GHz using pattern recognition techniques. In 2018 48th European Microwave Conference, EuMC 2018 (pp. 973-976). [8541656] IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.23919/EuMC.2018.8541656
Arjomandi, Larry M. ; Karmakar, Nemai C. / An enhanced chipless RFID system in 60 GHz using pattern recognition techniques. 2018 48th European Microwave Conference, EuMC 2018. IEEE, Institute of Electrical and Electronics Engineers, 2018. pp. 973-976
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title = "An enhanced chipless RFID system in 60 GHz using pattern recognition techniques",
abstract = "Using a hybrid method of mm-wave frequency scanning and pattern-recognition techniques, a highly accurate chipless Radio Frequency Identification (RFID) system in 60 GHz free spectrum has been developed. It contains high encoding capacity chipless tag based on alphabetic characters printed onto a low-cost substrate. The individual tag is scanned with a pair of orthogonally polarized horn antennas in a few view angles within the 57-64 GHz band. The resulted cross-polar backscattered signal is processed to enable feature learning and classifications using different networks, such as Support Vector Machines (SVMs), K-Nearest neighbors (KNNs) and Ensembles. This method yields > 95{\%} reading accuracy which demonstrates great improvement in many low-cost chipless tag applications.",
keywords = "classification algorithms, Hybrid chipless RFID, Internet of Things, nearest neighbor searches, pattern analysis, RFID tags, support vector machines",
author = "Arjomandi, {Larry M.} and Karmakar, {Nemai C.}",
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Arjomandi, LM & Karmakar, NC 2018, An enhanced chipless RFID system in 60 GHz using pattern recognition techniques. in 2018 48th European Microwave Conference, EuMC 2018., 8541656, IEEE, Institute of Electrical and Electronics Engineers, pp. 973-976, European Microwave Conference 2018 , Madrid, Spain, 23/09/18. https://doi.org/10.23919/EuMC.2018.8541656

An enhanced chipless RFID system in 60 GHz using pattern recognition techniques. / Arjomandi, Larry M.; Karmakar, Nemai C.

2018 48th European Microwave Conference, EuMC 2018. IEEE, Institute of Electrical and Electronics Engineers, 2018. p. 973-976 8541656.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

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Arjomandi LM, Karmakar NC. An enhanced chipless RFID system in 60 GHz using pattern recognition techniques. In 2018 48th European Microwave Conference, EuMC 2018. IEEE, Institute of Electrical and Electronics Engineers. 2018. p. 973-976. 8541656 https://doi.org/10.23919/EuMC.2018.8541656