DropBlock based bimodal hybrid neural network for wireless communication modulation recognition

DropBlock based bimodal hybrid neural network for wireless communication modulation recognition

As an intermediate step of signal detection and demodulation, automatic modulation recognition played a momentous role in wireless communication system.Aiming at the low recognition accuracy of existing automatic modulation recognition methods, a bimodal hybrid neural network (BHNN) was proposed, wh...

Full description

Saved in:
Bibliographic Details
Main Authors: Yan GAO, Jian SHI, Shengyu MA, Bolin MA, Guangxue YUE
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2022-05-01
Series:Dianxin kexue
Subjects:
modulation recognition
bimodal hybrid neural network
DropBlock regularization
ResNet
BiGRU
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022099/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022099/

Similar Items