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Wireless Signal Modulation Classification
TopicLeading institutions, researchers & key papers
This cluster of papers focuses on the application of deep learning techniques for wireless signal classification, including modulation classification, channel estimation, RF fingerprinting, and spectrum monitoring in cognitive radios. The papers explore the opportunities and challenges of using deep learning in wireless communications and physical layer signal processing.
19
Works
IDs:OpenAlex
How has Wireless Signal Modulation Classification's publication output changed over time?
ScholarIQpublication output · 2012–2023
Output grew0% over the shown period — from 1 works in 2012 to 1 in 2023.
1
1
1
2
5
1
2
1
20122017201820192020202120222023
What are the most-cited papers on Wireless Signal Modulation Classification?
ScholarIQmost cited works
Contour Stella Image and Deep Learning for Signal Recognition in the Physical Layer
Yun Lin, Ya Tu, Zheng Dou, Lei Chen, Shiwen Mao
S2484188435. 2020390 Citations
An Improved Neural Network Pruning Technology for Automatic Modulation Classification in Edge Devices
Yun Lin, Ya Tu, Zheng Dou
S10936095. 2020299 Citations
Complex-Valued Networks for Automatic Modulation Classification
Ya Tu, Yun Lin, Changbo Hou, Shiwen Mao
S10936095. 2020295 Citations
Automatic Modulation Classification Using CNN-LSTM Based Dual-Stream Structure
Zufan Zhang, Hao Luo, Chun Wang, Chenquan Gan, Yong Xiang
S10936095. 2020292 CitationsOPEN ACCESS
Automatic Modulation Classification Using Convolutional Neural Network With Features Fusion of SPWVD and BJD
Zufan Zhang, Chun Wang, Chenquan Gan, Shaohui Sun, Mengjun Wang
S4306422866. 2019233 Citations
Where is Wireless Signal Modulation Classification research published, and who funds it?
ScholarIQvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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How much of the research on Wireless Signal Modulation Classification is open access?
ScholarIQopen access share
50%OPEN ACCESS
Gold
21%
Green
29%
Hybrid
0%
Bronze
0%
Closed
50%
Related on ScholarIQ
Contour Stella Image and Deep Learning for Signal Recognition in the Physical Layer
Paper
An Improved Neural Network Pruning Technology for Automatic Modulation Classification in Edge Devices
Paper
Complex-Valued Networks for Automatic Modulation Classification
Paper
Automatic Modulation Classification Using CNN-LSTM Based Dual-Stream Structure
Paper
Adversarial Attacks in Modulation Recognition With Convolutional Neural Networks
Paper
Automatic Modulation Classification Using Convolutional Neural Network With Features Fusion of SPWVD and BJD
Paper