Offshore Electromagnetic Spectrum Detection System Based on Self-Organizing Network

The offshore electromagnetic spectrum resource is one of the important marine resources. It is the physical channel for wireless communication between ships, ships and islands, waterways, and bays. The traditional discrete electromagnetic spectrum energy detection method extracts few signal features...

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Bibliographic Details
Published in:IEEE sensors journal 2021-03, Vol.21 (6), p.8650-8661
Main Authors: Chen, Zhenjia, Zhang, Yonghui
Format: Article
Language:English
Subjects:
Data analysis
Electromagnetic spectrum
Electromagnetics
Energy spectra
Feature extraction
I/Q data
Marine resources
multicast communication
Ocean temperature
Offshore
Radio frequency
Receiving antennas
Sea surface
self-organizing network
Ships
Spectrum detection
Surface waves
Waterways
Wave spectra
Wireless communications
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Summary:The offshore electromagnetic spectrum resource is one of the important marine resources. It is the physical channel for wireless communication between ships, ships and islands, waterways, and bays. The traditional discrete electromagnetic spectrum energy detection method extracts few signal features, and the data analysis is of little significance. This method is not suitable for offshore electromagnetic spectrum detection activities. We propose a distributed detection system based on self-organizing network to meet real-time large-scale offshore electromagnetic spectrum detection activities. Combining space energy spectrum, phase information, radio frequency (RF) I/Q multiple signal characteristics to study offshore electromagnetic spectrum sensing methods. We propose to replace the traditional electromagnetic spectrum detection method with signal feature description method. Combined with the attitude of the antenna, we introduced the wave spectrum to fit the complex sea surface under different sea conditions, and realized the offshore distributed electromagnetic spectrum prediction system. The research of offshore distributed electromagnetic frequency detection system is of great significance to improve the accuracy of offshore electromagnetic spectrum detection. It has theoretical guiding significance in analyzing the utilization of offshore electromagnetic spectrum resources, managing electromagnetic spectrum resources, and formulating dynamic spectrum access strategies.
ISSN:1530-437X
1558-1748
DOI:10.1109/JSEN.2020.3047847