Intelligent blind source separation technology based on OTFS modulation for LEO satellite communication

In LEO (Low Earth Orbit) satellite communication system, the orbit height of the satellite is low, the transmission delay is short, the path loss is small, and the frequency multiplexing is more effective. However, it is an unavoidable technical problem of the significant Doppler effect caused by th...

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Bibliographic Details
Published in:China communications Vol. 19; no. 7; pp. 89 - 99
Main Authors: Li, Chengjie, Zhu, Lidong, Guo, Cheng, Liu, Tao, Zhang, Zhen
Format: Journal Article
Language:English
Published: China Institute of Communications 01.07.2022
National Key Laboratory of Science and Technology on Communications(University of Electronic Science and Technology of China),Chengdu 610000,China%National Key Laboratory of Science and Technology on Communications(University of Electronic Science and Technology of China),Chengdu 610000,China%The Key Laboratory for Computer Systems of State Ethnic Affairs Commission,School of Computer Science and Technology(Southwest Minzu University),Chengdu 610000,China%College of Computer Science(Sichuan University),Chengdu 610000,China
The Key Laboratory for Computer Systems of State Ethnic Affairs Commission,School of Computer Science and Technology(Southwest Minzu University),Chengdu 610000,China
Subjects:
Clustering algorithms
DBSCAN clustering algorithm
Delay-Doppler domain
Doppler effect
LEO
Low earth orbit satellites
OFDM
OTFS
Satellite communication
Satellites
Time-frequency analysis
Doppler effect
LEO
Delay-Doppler do-main
OTFS
DBSCAN clustering algorithm
ISSN:1673-5447
Online Access:Get full text
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Summary:In LEO (Low Earth Orbit) satellite communication system, the orbit height of the satellite is low, the transmission delay is short, the path loss is small, and the frequency multiplexing is more effective. However, it is an unavoidable technical problem of the significant Doppler effect caused by the interference between satellite networks and the high-speed movement of the satellite relative to the ground. In order to improve the target detection efficiency and system security of LEO satellite communication system, blind separation technology is an effective method to process the collision signals received by satellites. Because of the signal has good sparsity in Delay-Doppler domain, in order to improve the blind separation performance of LEO satellite communication system, orthogonal Time-Frequency space (OTFS) modulation is used to convert the sampled signal to Delay-Doppler domain. DBSCAN clustering algorithm is used to classify the sparse signal, so as to separate the original mixed signal. Finally, the simulation results show that the method has a good separation effect, and can significantly improve the detection efficiency of system targets and the security of LEO satellite communication system network.
ISSN:1673-5447
DOI:10.23919/JCC.2022.07.008