Blind Recognition of Frame Synchronization Based on Deep Learning

Blind Recognition of Frame Synchronization Based on Deep Learning

In this paper, a deep-learning-based frame synchronization blind recognition algorithm is proposed to improve the detection performance in non-cooperative communication systems. Current methods face challenges in accurately detecting frames under high bit error rates (BER). Our approach begins with...

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Bibliographic Details
Main Authors: Jiazheng Wei, Shitian Zhang, Mingchao Jin, Xiandeng He, Dongxiao Quan, Chen Chen
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Sensors
Subjects:
frame synchronization
blind recognition
deep learning
ResNet
non-cooperative communication
Online Access:https://www.mdpi.com/1424-8220/24/20/6767

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https://www.mdpi.com/1424-8220/24/20/6767

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