Leaderboards/Wireless Signal Modulation Classification

Wireless Signal Modulation Classification

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Huiqiang Xie
Jinan University
2
Guanxiong Shen
University of Liverpool
3
Zhenzi Weng
Queen Mary University of London
4
Xuewen Luo
Sun Yat-sen University
5
Peiwen Jiang
Southeast University
6
Anu Jagannath
Computational Physics (United States)
7
Qiyu Hu
Xidian University
8
Mingyu Yang
Changchun Institute of Optics, Fine Mechanics and Physics
9
Hongwei Zhang
Shanghai Jiao Tong University
10
Yihong Dong
Peking University

Rising Stars Papers

1
Self-Collaboration Code Generation via ChatGPT
ACM Transactions on Software Engineering and Methodology|2024
182 cit.
2
CodeScore: Evaluating Code Generation by Learning Code Execution
ACM Transactions on Software Engineering and Methodology|2024
44 cit.
3
Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning
IEEE Transactions on Information Forensics and Security|2024
24 cit.
4
Semantic Satellite Communications Based on Generative Foundation Model
IEEE Journal on Selected Areas in Communications|2025
24 cit.
5
Toward Intelligent Communications: Large Model Empowered Semantic Communications
IEEE Communications Magazine|2024
23 cit.
6
Semantic MIMO Systems for Speech-to-Text Transmission
IEEE Transactions on Wireless Communications|2024
17 cit.
7
Semantic Communications Using Foundation Models: Design Approaches and Open Issues
IEEE Wireless Communications|2024
16 cit.
8
RIS-Enhanced Semantic Communications Adaptive to User Requirements
IEEE Transactions on Communications|2024
14 cit.
9
MnO<sub>2</sub> Crystal Phases Mediate <i>o</i>-Semiquinone Radical Generation for Selective Aniline Contaminant Oxidation
Environmental Science & Technology|2025
10 cit.
10
Diffusion-Aided Joint Source Channel Coding for High Realism Wireless Image Transmission
IEEE Transactions on Machine Learning in Communications and Networking|2025
9 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Jakob Hoydis
Nokia (France)
2
Zhijin Qin
Lancaster University
3
Yun Lin
Harbin Engineering University
4
Qing Guo
Guangdong University of Foreign Studies
5
Eli De Poorter
Ghent University
6
Alan J. Michaels
Virginia Tech
7
Brian Toomajian
California State University, Fresno
8
Aly El Gamal
Purdue University West Lafayette
9
Xumeng Zhang
Institute of Microelectronics
10
Danna Ji
Beijing University of Posts and Telecommunications

Emerging Leaders Papers

1
Semantic Communications: Overview, Open Issues, and Future Research Directions
IEEE Wireless Communications|2022
602 cit.
2
A survey on using deep learning techniques for plant disease diagnosis and recommendations for development of appropriate tools
Smart Agricultural Technology|2022
349 cit.
3
Multisignal Modulation Classification Using Sliding Window Detection and Complex Convolutional Network in Frequency Domain
IEEE Internet of Things Journal|2022
170 cit.
4
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling
Unknown Journal|2023
159 cit.
5
An Overview of UWB Standards and Organizations (IEEE 802.15.4, FiRa, Apple): Interoperability Aspects and Future Research Directions
IEEE Access|2022
155 cit.
6
AI Empowered Wireless Communications: From Bits to Semantics
Proceedings of the IEEE|2024
70 cit.
7
A Generalized Semantic Communication System: From Sources to Channels
IEEE Wireless Communications|2023
65 cit.
8
LT-SEI: Long-Tailed Specific Emitter Identification Based on Decoupled Representation Learning in Low-Resource Scenarios
IEEE Transactions on Intelligent Transportation Systems|2023
65 cit.
9
RML22: Realistic Dataset Generation for Wireless Modulation Classification
IEEE Transactions on Wireless Communications|2023
60 cit.
10
A Comprehensive Overview on UWB Radar: Applications, Standards, Signal Processing Techniques, Datasets, Radio Chips, Trends and Future Research Directions
IEEE Communications Surveys & Tutorials|2024
57 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Geoffrey Ye Li
Imperial College London
2
Biing‐Hwang Juang
Georgia Institute of Technology
3
Denız Gündüz
Imperial College London
4
Guan Gui
Nanjing University of Posts and Telecommunications
5
Rohit Negi
Carnegie Mellon University
6
Fumiyuki Adachi
Tohoku University
7
Shiwen Mao
Auburn University
8
Yudong Yao
Stevens Institute of Technology
9
Wei Su
United States Department of the Army
10
Kaushik Chowdhury
The University of Texas at Austin

Current Senior Leaders Papers

1
An introduction to hidden Markov models
IEEE ASSP Magazine|1986
4.8k cit.
2
A survey on wireless multimedia sensor networks
Computer Networks|2006
2.3k cit.
3
Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems
IEEE Wireless Communications Letters|2017
2k cit.
4
Guaranteeing Secrecy using Artificial Noise
IEEE Transactions on Wireless Communications|2008
1.9k cit.
5
Effective capacity: A wireless link model for support of quality of service
IEEE Transactions on Wireless Communications|2003
1.5k cit.
6
Survey of automatic modulation classification techniques: classical approaches and new trends
IET Communications|2007
1.4k cit.
7
CRAHNs: Cognitive radio ad hoc networks
Ad Hoc Networks|2009
1.3k cit.
8
Deep Learning Enabled Semantic Communication Systems
IEEE Transactions on Signal Processing|2021
1.3k cit.
9
Deep Joint Source-Channel Coding for Wireless Image Transmission
IEEE Transactions on Cognitive Communications and Networking|2019
1.2k cit.
10
Fundamental trade-offs on green wireless networks
IEEE Communications Magazine|2011
1.2k cit.

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