scholarly journals Deep Transfer Learning-Assisted Signal Detection for Ambient Backscatter Communications

2020 ◽  
Author(s):  
Chang Liu ◽  
Xuemeng Liu ◽  
Zhiqiang Wei ◽  
Derrick Wing Kwan Ng ◽  
Jinhong Yuan ◽  
...  
Keyword(s):  
Signal Detection ◽  
Transfer Learning ◽  
Ambient Backscatter

scholarly journals Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications

2020 ◽  
pp. 1-1
Author(s):  
Chang Liu ◽  
Zhiqiang Wei ◽  
Derrick Wing Kwan Ng ◽  
Jinhong Yuan ◽  
Ying-Chang Liang
Keyword(s):  
Signal Detection ◽  
Transfer Learning ◽  
Ambient Backscatter

scholarly journals Signal Detection Scheme in Ambient Backscatter System With Multiple Antennas

IEEE Access ◽  
2017 ◽  
Vol 5 ◽  
pp. 14543-14547 ◽  
Author(s):  
Chang-Hee Kang ◽  
Won-Seok Lee ◽  
Young-Hwan You ◽  
Hyoung-Kyu Song
Keyword(s):  
Signal Detection ◽  
Multiple Antennas ◽  
Detection Scheme ◽  
Ambient Backscatter

Machine Learning Assisted Signal Detection in Ambient Backscatter Communication Networks

2021 ◽  
Author(s):  
Usman Saleh Toro ◽  
Basem M. Elhalawany ◽  
Aslan B Wong ◽  
Lu Wang ◽  
Kaishun Wu
Keyword(s):  
Machine Learning ◽  
Signal Detection ◽  
Communication Networks ◽  
Backscatter Communication ◽  
Ambient Backscatter

The paper describes ML techniques that can be leveraged to assist signal detection in ambient backscatter communication networks.

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