RML22: Realistic Dataset Generation for Wireless Modulation Classification
Sathyanarayanan, Venkatesh, Gerstoft, Peter, Gamal, Aly El
Published in IEEE transactions on wireless communications (01.11.2023)
Published in IEEE transactions on wireless communications (01.11.2023)
Get full text
Journal Article
A Sampling Theory Perspective of Graph-Based Semi-Supervised Learning
Anis, Aamir, El Gamal, Aly, Avestimehr, A. Salman, Ortega, Antonio
Published in IEEE transactions on information theory (01.04.2019)
Published in IEEE transactions on information theory (01.04.2019)
Get full text
Journal Article
IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer
Jiang, Chunxiao, Ding, Guoru, Gamal, Aly El, Zanella, Andrea, Holland, Oliver, O'Shea, Tim
Published in IEEE transactions on cognitive communications and networking (01.03.2021)
Published in IEEE transactions on cognitive communications and networking (01.03.2021)
Get full text
Journal Article
Ensemble Wrapper Subsampling for Deep Modulation Classification
Ramjee, Sharan, Ju, Shengtai, Yang, Diyu, Liu, Xiaoyu, Gamal, Aly El, Eldar, Yonina C.
Published in IEEE transactions on cognitive communications and networking (01.12.2021)
Published in IEEE transactions on cognitive communications and networking (01.12.2021)
Get full text
Journal Article
Efficient Multi-View Learning Based on the Information Bottleneck Paradigm
Huang, Teng-Hui, Gamal, Aly El, Gamal, Hesham El
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)
Get full text
Conference Proceeding
Deep neural network architectures for modulation classification
Liu, Xiaoyu, Yang, Diyu, Gamal, Aly El
Published in 2017 51st Asilomar Conference on Signals, Systems, and Computers (01.10.2017)
Published in 2017 51st Asilomar Conference on Signals, Systems, and Computers (01.10.2017)
Get full text
Conference Proceeding
Interference Channels With Coordinated Multipoint Transmission: Degrees of Freedom, Message Assignment, and Fractional Reuse
El Gamal, Aly, Annapureddy, Venkata Sreekanth, Veeravalli, Venugopal V.
Published in IEEE transactions on information theory (01.06.2014)
Published in IEEE transactions on information theory (01.06.2014)
Get full text
Journal Article
Conference Proceeding
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures
Bagchi, Saurabh, Aggarwal, Vaneet, Chaterji, Somali, Douglis, Fred, Gamal, Aly El, Han, Jiawei, Henz, Brian J., Hoffmann, Henry, Jana, Suman, Kulkarni, Milind, Lin, Felix Xiaozhu, Marais, Karen, Mittal, Prateek, Mou, Shaoshuai, Qiu, Xiaokang, Scutari, Gesualdo
Published in IEEE open journal of the Computer Society (2020)
Published in IEEE open journal of the Computer Society (2020)
Get full text
Journal Article
Joint Uplink-Downlink Cooperative Interference Management With Flexible Cell Associations
Singhal, Manik, Seyfi, Tolunay, Gamal, Aly El
Published in IEEE transactions on communications (01.09.2020)
Published in IEEE transactions on communications (01.09.2020)
Get full text
Journal Article
Deep OFDM Channel Estimation: Capturing Frequency Recurrence
Jameel, Abu Shafin Mohammad Mahdee, Malhotra, Akshay, Gamal, Aly El, Hamidi-Rad, Shahab
Published in IEEE communications letters (01.03.2024)
Published in IEEE communications letters (01.03.2024)
Get full text
Journal Article
Data Centric Approach to Modulation Classification
Sathyanarayanan, Venkatesh, Gerstoft, Peter, El Gamal, Aly
Published in 2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS) (03.01.2023)
Published in 2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS) (03.01.2023)
Get full text
Conference Proceeding
Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory
Naderializadeh, Navid, El Gamal, Aly, Avestimehr, A. Salman
Published in IEEE transactions on information theory (01.10.2017)
Published in IEEE transactions on information theory (01.10.2017)
Get full text
Journal Article