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Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey

23 January 2019

Papers citing "Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey"

33 / 33 papers shown

Title
Deep Learning-based Techniques for Integrated Sensing and Communication Systems: State-of-the-Art, Challenges, and OpportunitiesIEEE Open Journal of the Communications Society (IEEE Open J. Commun. Soc.), 2025 Murat Temiz Y. Zhang Y. Fu Chi Zhang Chenfeng Meng Orhan Kaplan Christos Masouros 78 5 0 23 Aug 2025
Autonomous Adaptive Security Framework for 5G-Enabled IoT H. Abie Sandeep Pirbhulal 109 7 0 04 Jun 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks Sabarish Krishna Moorthy Jithin Jagannath 195 9 0 27 May 2024
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights Maryam Ben Driss Essaid Sabir H. Elbiaze Walid Saad 142 11 0 07 Dec 2023
Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power AllocationIEEE Communications Letters (IEEE Commun. Lett.), 2023 Swatantra Kafle Jithin Jagannath Zackary Kane Noor Biswas P. Kumar Anu Jagannath 192 1 0 04 Feb 2023
Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC NetworksAd hoc networks (AHN), 2022 Zohreh Hajiakhondi-Meybodi Arash Mohammadi Ming Hou E. Rahimian Shahin Heidarian J. Abouei Konstantinos N. Plataniotis 99 16 0 12 Oct 2022
Embedding-Assisted Attentional Deep Learning for Real-World RF Fingerprinting of BluetoothIEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2022 Anu Jagannath Jithin Jagannath 204 23 0 22 Sep 2022
RF Fingerprinting Needs Attention: Multi-task Approach for Real-World WiFi and BluetoothGlobal Communications Conference (GLOBECOM), 2022 Anu Jagannath Zackary Kane Jithin Jagannath 214 13 0 07 Sep 2022
Distributed Transmission Control for Wireless Networks using Multi-Agent Reinforcement Learning Collin Farquhar P. Kumar Anu Jagannath Jithin Jagannath AI4CE 115 2 0 13 May 2022
MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio Jithin Jagannath Kian Hamedani Collin Farquhar Keyvan Ramezanpour Anu Jagannath 157 6 0 09 Apr 2022
Deep neural network goes lighter: A case study of deep compression techniques on automatic RF modulation recognition for Beyond 5G networks Anu Jagannath Jithin Jagannath Yanzhi Wang Tommaso Melodia 138 3 0 09 Apr 2022
Digital Twin Virtualization with Machine Learning for IoT and Beyond 5G Networks: Research Directions for Security and Optimal Control Jithin Jagannath Keyvan Ramezanpour Anu Jagannath AI4CE 183 36 0 05 Apr 2022
Multi-task Learning Approach for Modulation and Wireless Signal Classification for 5G and Beyond: Edge Deployment via Model CompressionPhysical Communication (Phys. Commun.), 2022 Anu Jagannath Jithin Jagannath 190 32 0 26 Feb 2022
Adversarial Jamming for a More Effective Constellation AttackInternational Symposium on Antennas, Propagation and EM Theory (ISAPET), 2021 Haidong Xie Yizhou Xu Yuanqing Chen Nan Ji Shuai Yuan Naijin Liu Xueshuang Xiang 132 1 0 20 Jan 2022
Low-Interception Waveform: To Prevent the Recognition of Spectrum Waveform Modulation via Adversarial ExamplesURSI General Assembly and Scientific Symposium (URSI GASS), 2021 Haidong Xie Jia Tan Xiaoying Zhang Nan Ji Haihua Liao Zuguo Yu Xueshuang Xiang Naijin Liu AAML 182 2 0 20 Jan 2022
A Comprehensive Survey on Radio Frequency (RF) Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges Anu Jagannath Jithin Jagannath P. Kumar 203 208 0 03 Jan 2022
Digital Signal Processing Using Deep Neural Networks Brian Shevitski Y. Watkins Nicole Man Michael Girard AI4CE 159 4 0 21 Sep 2021
Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning Kian Hamedani Lingjia Liu Jithin Jagannath Yang Yuhao Yi AAML 102 3 0 06 Jun 2021
Design and Comparison of Reward Functions in Reinforcement Learning for Energy Management of Sensor Nodes Yohann Rioual Y. Moullec J. Laurent Muhidul Islam Khan J. Diguet 21 2 0 02 Jun 2021
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation Hojjat Navidan P. Moshiri M. Nabati Reza Shahbazian S. Ghorashi V. Shah-Mansouri David Windridge 101 105 0 10 May 2021
The Tags Are Alright: Robust Large-Scale RFID Clone Detection Through Federated Data-Augmented Radio FingerprintingACM Interational Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2021 Mauro Piva G. Maselli Francesco Restuccia 105 23 0 08 May 2021
Intelligent Zero Trust Architecture for 5G/6G Networks: Principles, Challenges, and the Role of Machine Learning in the context of O-RAN Keyvan Ramezanpour Jithin Jagannath 173 142 0 04 May 2021
The Duo of Artificial Intelligence and Big Data for Industry 4.0: Review of Applications, Techniques, Challenges, and Future Research Directions Senthil Kumar Jagatheesaperumal Mohamed Rahouti Kashif Ahmad Ala I. Al-Fuqaha Mohsen Guizani AI4CE 144 24 0 06 Apr 2021
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research ChallengesACM Computing Surveys (CSUR), 2021 Yoshitomo Matsubara Marco Levorato Francesco Restuccia 271 259 0 08 Mar 2021
Can You Fix My Neural Network? Real-Time Adaptive Waveform Synthesis for Resilient Wireless Signal Classification Salvatore D’oro Francesco Restuccia Tommaso Melodia 94 12 0 05 Mar 2021
Multi-task Learning Approach for Automatic Modulation and Wireless Signal Classification Anu Jagannath Jithin Jagannath 103 37 0 25 Jan 2021
Artificial Intelligence for Satellite Communication: A Review Fares Fourati Mohamed-Slim Alouini 149 138 0 25 Jan 2021
Deep Learning and Reinforcement Learning for Autonomous Unmanned Aerial Systems: Roadmap for Theory to Deployment Jithin Jagannath Anu Jagannath Sean Furman Tyler Gwin 148 25 0 07 Sep 2020
Configuration Learning in Underwater Optical Links Xueyuan Zhao Z. Qi D. Pompili 94 1 0 03 Aug 2020
Machine Learning Systems for Intelligent Services in the IoT: A Survey Wiebke Toussaint Aaron Yi Ding LRM 169 0 0 29 May 2020
Redefining Wireless Communication for 6G: Signal Processing Meets Deep Learning with Deep Unfolding Anu Jagannath Jithin Jagannath Tommaso Melodia AI4TS 230 110 0 22 Apr 2020
Machine Learning in the AirIEEE Journal on Selected Areas in Communications (JSAC), 2019 Deniz Gunduz Paul de Kerret N. Sidiropoulos David Gesbert C. Murthy M. Schaar AI4CE 109 204 0 28 Apr 2019
Blockchain for the Internet of Things: Present and Future Francesco Restuccia Salvatore D’oro Tommaso Melodia Sajal K. Das 107 50 0 18 Mar 2019