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Characterization of Discrimination of Number of Signal Collision Sensors Using Spectral Fluctuation Caused by Frequency Offset in Physical Wireless Parameter Conversion Sensor Networks

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

Abstract

Physical Wireless Parameter Conversion Sensor Networks (PhyC-SN) is converts sensor information into a carrier wave and transmits it to aggregate information from many sensors at a high speed. The authors established a method to detect multiple sensors accessing within a specific frequency by utilizing frequency offsets to check whether the signals of multiple sensors collide within the frequency. However, it is difficult to identify the number of sensors accessing at the same time. In this study, we established a method to use fluctuations in the received energy spectrum due to sensor-specific frequency offsets as a feature to identify the number of sensors and clarified the identification accuracy for up to four transmitting sensors.

Original languageEnglish
Title of host publication6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages297-300
Number of pages4
ISBN (Electronic)9798350344349
DOIs
Publication statusPublished - 2024
Externally publishedYes
Event6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024 - Osaka, Japan
Duration: 2024 Feb 192024 Feb 22

Publication series

Name6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024

Conference

Conference6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024
Country/TerritoryJapan
CityOsaka
Period24/2/1924/2/22

Keywords

  • collision detection
  • frequency offset
  • PhyC-SN
  • Random Forest
  • window function

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Computer Vision and Pattern Recognition
  • Information Systems
  • Safety, Risk, Reliability and Quality
  • Health Informatics

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