An Advanced EVM Metric Based Jamming Signal Detection Method for Next-Generation Communication Systems

Cem Ornek, Mesut Kartal

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper introduces a new method, Symbol-Resource Block-Error Vector Magnitude (Symbol-RB-EVM), to effectively reveal the behavior of jamming attacks targeting LTE, 5G and next-generation communication systems in temporal and frequency dimensions. Simulation results demonstrate our method's superior sensitivity compared to methods based on traditional Received Signal Strength (RSS) and Bit Error Rate (BER) measurements, enabling the detection of sophisticated jamming strategies and low-amplitude tactics. In addition to the precise detection of jamming interferences within radio time-frequency bands, low-complexity feature maintains computational efficiency while aiding strategic resource allocation. Furthermore, the Symbol-RB-EVM present a viable alternative to popular spectrogram measurement used for training machine learning models aimed at jamming signal detection and clas-sification, as shown in the simulations verifying its superior performance. In conclusion, the proposed methodology advances jamming detection capabilities and offers a computationally efficient framework for new generation communication systems with low-latency requirements.

Original languageEnglish
Title of host publication2024 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages308-311
Number of pages4
ISBN (Electronic)9798350351859
DOIs
Publication statusPublished - 2024
Event12th IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024 - Tbilisi, Georgia
Duration: 24 Jun 202427 Jun 2024

Publication series

Name2024 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024

Conference

Conference12th IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024
Country/TerritoryGeorgia
CityTbilisi
Period24/06/2427/06/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Keywords

  • 5G
  • Error Vector Magnitude
  • Jamming Signal Detection
  • LTE
  • Next-Generation Communication Systems
  • Resource Block
  • Spectrogram

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