A Very Brief Introduction to Machine Learning With Applications to Communication Systems
Cited by (516)
Items 101–200 of 516
- Applications and prospects of artificial intelligence in covert satellite communication: a reviewKun Lu, Heng Liu, Liang Zeng, Jiayu Wang, Zhongshan Zhang, Jianping An · 2023 · Science China Information Sciences
- Enabling AI in future wireless networks: a data life cycle perspectiveDinh C. Nguyen, Peng Cheng, Ming Ding, David López‐Pérez, Pubudu Nishantha Pathirana, Jun Li, Aruna Prasad Seneviratne, Yonghui Li, H. Vincent Poor · 2024 · Figshare
- Calibrating AI Models for Wireless Communications via Conformal PredictionKfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shitz Shamai · 2023 · IEEE Transactions on Machine Learning in Communications and Networking
- Complexity-Scalable Neural-Network-Based MIMO Detection With Learnable Weight ScalingAbdullahi Mohammad, Christos Masouros, Yiannis Andreopoulos · 2020 · IEEE Transactions on Communications
- Multi-Task Based Deep Learning Approach for Open-Set Wireless Signal Identification in ISM BandJialiang Gong, Xiaowei Qin, Xiaodong Xu · 2021 · IEEE Transactions on Cognitive Communications and Networking
- From data mining to wisdom miningSalma Khan, Muhammad Shaheen · 2021 · Journal of Information Science
- Semantic Information Recovery in Wireless NetworksEdgar Beck, Carsten Bockelmann, Armin Dekorsy · 2023 · Sensors
- Data Augmentation for Deep ReceiversTomer Raviv, Nir Shlezinger · 2023 · IEEE Transactions on Wireless Communications
- Deep Reinforcement Learning-Based Mobility-Aware Robust Proactive Resource Allocation in Heterogeneous NetworksJing Li, Xi Zhang, Jiaxin Zhang, Jie Wu, Qi Sun, Yuxuan Xie · 2019 · IEEE Transactions on Cognitive Communications and Networking
- Evolution of Machine Learning in Smart GridsTácio Souza Bomfim · 2020 · IEEE International Conference on Smart Energy Grid Engineering (SEGE)
- Modular Meta-Learning for Power Control via Random Edge Graph Neural NetworksIvana Nikoloska, Osvaldo Simeone · 2022 · IEEE Transactions on Wireless Communications
- Self-Vernier Effect-Assisted Optical Fiber Sensor Based on Microwave Photonics and Its Machine Learning AnalysisChen Zhu, Jie Huang · 2022 · Journal of Lightwave Technology
- The concept of “interaction” in debates on human–machine interactionSebastian Schleidgen, Orsolya Friedrich, Selin Gerlek, Galia Assadi, Johanna Seifert · 2023 · Humanities and Social Sciences Communications
- Fast Learning for Dynamic Resource Allocation in AI-Enabled Radio NetworksMuhammad Anjum Qureshi, Cem Tekin · 2019 · IEEE Transactions on Cognitive Communications and Networking
- Learning with Limited Samples: Meta-Learning and Applications to Communication SystemsLisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone · 2023 · Foundations and Trends® in Signal Processing
- Joint Gradient Sparsification and Device Scheduling for Federated LearningXiaohan Lin, Yuan Liu, Fang-Jiong Chen, Xiaohu Ge, Yang Huang · 2023 · IEEE Transactions on Green Communications and Networking
- Systematic Review of Graph Neural Network for Malicious Attack DetectionSarah Mohammed Alshehri, Sanaa Abdullah Sharaf, Rania Molla · 2025 · Information
- Artificial intelligence based monitoring system for onsite septic systems failureNiranjan Ravi, Daniel P. Johnson · 2021 · Process Safety and Environmental Protection
- Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping.Akanksha Gupta, Kamal Kumar Ghanshala, Rakesh Chandra Joshi · 2021 · International Journal of Interactive Multimedia and Artificial Intelligence
- Filtered Multicarrier Waveforms Classification: A Deep Learning-Based ApproachKawtar Zerhouni, El Mehdi Amhoud, Marwa Chafii · 2021 · IEEE Access
- Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource ManagementYunchuan Zhang, Osvaldo Simeone, Sharu Theresa Jose, Lorenzo Maggi, Álvaro Valcarce · 2023 · IEEE Transactions on Cognitive Communications and Networking
- Recent Advances in Deep Learning for Channel Coding: A SurveyToshiki Matsumine, Hideki Ochiai · 2024 · IEEE Open Journal of the Communications Society
- Joint Design of Radar Waveform and Detector via End-to-End Learning With Waveform ConstraintsWei Jiang, Alexander M. Haimovich, Osvaldo Simeone · 2021 · IEEE Transactions on Aerospace and Electronic Systems
- Robust Bayesian Learning for Reliable Wireless AI: Framework and ApplicationsMatteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert · 2023 · IEEE Transactions on Cognitive Communications and Networking
- A comprehensive review on the integration of artificial intelligence in friction stir welding for monitoring, modelling, and process optimizationMostafa Akbari, Ezatollah Hassanzadeh, Yaghoub Dadgar Asl, Amirhossein Moghanian · 2025 · Journal of Advanced Joining Processes
- A Survey on Deep Learning-Based Vehicular Communication ApplicationsChia-Hung Lin, Yu-Chien Lin, Yen-Jung Wu, Wei‐Ho Chung, Ta-Sung Lee · 2020 · Journal of Signal Processing Systems
- Recurrent neural networks achieving MLSE performance for optical channel equalizationSai Chandra Kumari Kalla, Christian Gagné, Ming Zeng, Leslie Ann Rusch · 2021 · Optics Express
- A Machine Learning Framework for Handling Delayed/Lost Packets in Tactile Internet Remote Robotic SurgeryFrancis Boabang, Amin Ebrahimzadeh, Roch Glitho, Halima Elbiaze, Martin Maier, Fatna Belqasmi · 2021 · IEEE Transactions on Network and Service Management
- A comparative analysis of CGAN‐based oversampling for anomaly detectionRahbar Ahsan, Wei Shi, Xiangyu Ma, William Lee Croft · 2021 · IET Cyber-Physical Systems Theory & Applications
- Comparative Study of Artificial Neural Network Based Channel Equalization Methods for mmWave CommunicationsDiego Fernando Carrera, Cesar Vargas‐Rosales, Noe Marcelo Yungaicela-Naula, Leyre Azpilicueta · 2021 · IEEE Access
- Online Learning for Joint Beam Tracking and Pattern Optimization in Massive MIMO SystemsJongjin Jeong, Sung Hoon Lim, Yujae Song, Sang-Woon Jeon · 2020 · IEEE Conference on Computer Communications (INFOCOM)
- How Can Soil Quality Be Accurately and Quickly Studied? A ReviewRadwa A. El Behairy, Hasnaa M. El-Arwash, Ahmed A. El Baroudy, Mahmoud Mohamed Ibrahim, Elsayed Said Mohamed, Dmitry Evgenievich Kucher, Mohamed S. Shokr · 2024 · Agronomy
- Learning the Wireless V2I Channels Using Deep Neural NetworksTianhao Li, Muhammad R. A. Khandaker, Faisal Tariq, Kai‐Kit Wong, Risala Tasin Khan · 2019 · IEEE Vehicular Technology Conference
- Receiver Design for Faster-Than-Nyquist Signaling: Deep-Learning-Based ArchitecturesPeiyang Song, Fengkui Gong, Qiang Li, Guo Li, Haiyang Ding · 2020 · IEEE Access
- Machine Learning and Deep Learning Techniques for Colocated MIMO Radars: A Tutorial OverviewAlessandro Davoli, Giorgio Guerzoni, Giorgio Matteo Vitetta · 2021 · IEEE Access
- Fast Power Control Adaptation via Meta-Learning for Random Edge Graph Neural NetworksIvana Nikoloska, Osvaldo Simeone · 2021 · IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
- A Novel Machine Learning-Based Scheme for Spectrum Sharing in Virtualized 5G NetworksAntónio J. Morgado, Firooz B. Saghezchi, Shahid Mumtaz, Valerio Frascolla, Jonathan Rodrı́guez, Ifiok E. Otung · 2022 · IEEE Transactions on Intelligent Transportation Systems
- CTBRNN: A Novel Deep-Learning Based Signal Sequence Detector for Communications SystemsLi Sun, Yuwei Wang · 2019 · IEEE Signal Processing Letters
- An RFML Ecosystem: Considerations for the Application of Deep Learning to Spectrum Situational AwarenessLauren J. Wong, William H. Clark, Bryse Flowers, Richard Michael Buehrer, William Christopher Headley, Alan J. Michaels · 2021 · IEEE Open Journal of the Communications Society
- The RFML Ecosystem: A Look at the Unique Challenges of Applying Deep Learning to Radio Frequency ApplicationsLauren J. Wong, William H. Clark, Bryse Flowers, Richard Michael Buehrer, Alan J. Michaels, William Christopher Headley · 2020 · arXiv (Cornell University)
- An Overview of the Implications of Artificial Intelligence (AI) in Sixth Generation (6G) Communication NetworkAsif Raihan · 2023 · Research Briefs on Information and Communication Technology Evolution
- Industry Energy Consumption Prediction Using Data Mining TechniquesSathishkumar Veerappampalayam Easwaramoorthy, Jong-Hyun Lim, Myeongbae Lee, Kyeongryong Cho, Jang‐Woo Park, Chang-Sun Shin · 2020 · International Journal of Energy Information and Communications
- Learning-based Physical Layer Communications for Multiagent CollaborationArsham Mostaani, Osvaldo Simeone, Symeon Chatzinotas, Björn Ottersten · 2019 · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
- Deep Learning in Gait Analysis for Security and HealthcareOmar Costilla-Reyes, Rubén Vera-Rodríguez, Abdullah S. Alharthi, Syed Usama Yunas, Krikor B. Ozanyan · 2019 · Studies in computational intelligence
- Deep Neural Network Symbol Detection for Millimeter Wave CommunicationsYun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith · 2019 · Globecom
- Patients’, pharmacists’, and prescribers’ attitude toward using blockchain and machine learning in a proposed ePrescription system: online surveyBader Aldughayfiq, Srinivas Sampalli · 2022 · JAMIA Open
- AI-Empowered Fast Task Execution Decision for Delay-Sensitive IoT Applications in Edge Computing NetworksBeste Atan, Mehmet Başaran, Nurullah Çalık, Semiha Tedik Başaran, Gulde Akkuzu, Lütfiye Durak-Ata · 2022 · IEEE Access
- Data-Driven Intelligent Receiver for OTFS Communication in Internet of VehiclesBin Wang, Zhuang Yuan, Shilian Zheng, Yang Liu · 2023 · IEEE Transactions on Vehicular Technology
- A Framework for Predicting Haptic Feedback in Needle Insertion in 5G Remote Robotic SurgeryFrancis Boabang, Roch Glitho, Halima Elbiaze, Fatna Belqami, Omar Alfandi · 2020 · IEEE Consumer Communications and Networking Conference
- Cellular Network Capacity and Coverage Enhancement with MDT Data and Deep Reinforcement LearningMarco Skocaj, Lorenzo Mario Amorosa, Giorgio Ghinamo, Giuliano Muratore, Davide Micheli, Flavio Zabini, Roberto Verdone · 2022 · Computer Communications
- Review of big-data and AI application in typhoon-related disaster risk early warning in Typhoon Committee regionJinping Liu, Jeonghye Lee, Ruide Zhou · 2023 · Tropical Cyclone Research and Review
- 6G and AI: The Emergence of Future Forefront TechnologyTareq Bin Ahammed, Ripon Patgiri · 2020 · Advanced Communication Technologies and Signal Processing (ACTS)
- Incorporating Context into BIM-Derived Data—Leveraging Graph Neural Networks for Building Element ClassificationGuy Austern, Tanya Bloch, Yael Abulafia · 2024 · Buildings
- Design of machine learning-based controllers for speed control of PMSM driveAshly Mary Tom, J. L. Febin Daya · 2025 · Scientific Reports
- Learning How to Demodulate from Few Pilots via Meta-LearningSangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang · 2019 · IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
- Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary ChannelsTomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang · 2021 · IEEE International Conference on Communications workshops
- Deep Learning Techniques for OFDM SystemsM. Meenalakshmi, Saurabh Chaturvedi, Vivek K. Dwivedi · 2021 · IETE Journal of Research
- Learning to Beamform in Joint Multicast and Unicast Transmission With Imperfect CSIZhe Zhang, Meixia Tao, Ya‐Feng Liu · 2023 · IEEE Transactions on Communications
- Vehicle Position Prediction Using Particle Filtering Based on 3D CNN-LSTM ModelJiaqin Wang, Kai Liu, Yi Gong · 2023 · IEEE Transactions on Mobile Computing
- Optimized Crop Disease Identification in Bangladesh: A Deep Learning and SVM Hybrid Model for Rice, Potato, and CornShohag Barman, Fahmid Al Farid, Jaohar Raihan, Niaz Ashraf Khan, Md. Ferdous Bin Hafiz, Aditi Bhattacharya, Zaeed Mahmud, Sadia Afrin Ridita, Md Tanjil Sarker, Hezerul Bin Abdul Karim et al. · 2024 · Journal of Imaging
- Data-Driven Ensembles for Deep and Hard-Decision Hybrid DecodingTomer Raviv, Nir Raviv, Yair Be'ery · 2020 · IEEE International Symposium on Information Theory (ISIT)
- How to Improve Customer Engagement in Social Networks: A Study of Spanish Brands in the Automotive IndustryLuis Matosas-López, Alberto Romero-Ania · 2021 · Journal of theoretical and applied electronic commerce research
- An Outlook on the Interplay of Artificial Intelligence and Software-Defined Metasurfaces: An Overview of Opportunities and LimitationsLina Mohjazi, Ahmed Zoha, Lina Bariah, Sami Muhaidat, Paschalis C. Sofotasios, Muhammad Ali Imran, Octavia A. Dobre · 2020 · IEEE Vehicular Technology Magazine
- “Feasibility test and application of AI in healthcare”—with special emphasis in clinical, pharmacovigilance, and regulatory practicesVivekanandan Kalaiselvan, Ashish Sharma, Suresh Kumar Gupta · 2020 · Health and Technology
- Applying artificial neural network for early detection of sepsis with intentionally preserved highly missing real-world data for simulating clinical situationYao-Yi Kuo, Shu-Tien Huang, Hung‐Wen Chiu · 2021 · BMC Medical Informatics and Decision Making
- Data-Importance Aware Radio Resource Allocation: Wireless Communication Helps Machine LearningYuan Liu, Zhi Zeng, Weijun Tang, Fangjiong Chen · 2020 · IEEE Communications Letters
- Outage-Capacity-Based Cross Layer Resource Management for Downlink NOMA-OFDMA Video Communications: Non-Deep Learning and Deep Learning ApproachesShu‐Ming Tseng, Cheng-Shun Tsai, Cheng-Yu Yu · 2020 · IEEE Access
- Fedrec: Federated Learning of Universal Receivers Over Fading ChannelsMahdi Boloursaz Mashhadi, Nir Shlezinger, Yonina C. Eldar, Denız Gündüz · 2021 · IEEE Statistical Signal Processing Workshop (SSP)
- Application of artificial intelligence in electrochemical diagnostics for human healthKoushlesh Ranjan, Basanti Barar, Minakshi Prasad, Gaya Prasad · 2025 · Discover Electrochemistry.
- Oversampling Method Based on Gaussian Distribution and K-Means ClusteringMasoud Muhammed Hassan, Adel Sabry Eesa, Ahmed Jameel Mohammed, Wahab Kh. Arabo · 2021 · Computers, materials & continua/Computers, materials & continua (Print)
- Neural Network Aided Computation of Mutual Information for Adaptation of Spatial ModulationAnxo Tato, Carlos Mosquera, Pol Henarejos, Ana I. Pérez-Neira · 2020 · IEEE Transactions on Communications
- Performance of Predictive Indoor mmWave Networks With Dynamic BlockersAndrea Bonfante, Lorenzo Galati Giordano, Irene Macaluso B, Nicola Marchetti · 2021 · IEEE Transactions on Cognitive Communications and Networking
- A practical evaluation of AutoML tools for binary, multiclass, and multilabel classificationMarcelo Vinícius Cysneiros Aragão, Augusto Guimarães Afonso, Rafaela Cristina Ferraz, Rairon Gonçalves Ferreira, Sávio Gomes Leite, Felipe A. P. de Figueiredo, Samuel Baraldi Mafra · 2025 · Scientific Reports
- The Magic of Superposition: A Survey on Simultaneous Transmission Based Wireless SystemsUfuk Altun, Güneş Karabulut Kurt, Enver Ozdemır · 2022 · IEEE Access
- Design and Comparison of Reinforcement-Learning-Based Time-Varying PID Controllers with Gain-Scheduled ActionsYi‐Liang Yeh, Po-Kai Yang · 2021 · Machines
- Design and Analysis of Convolutional Neural Layers: A Signal Processing PerspectiveMohammed M. Farag · 2023 · IEEE Access
- Expedited circular dichroism prediction and engineering in two‐dimensional diffractive chiral metamaterials leveraging a powerful model‐agnostic data enhancement algorithmShiyin Du, Jie You, Jun Zhang, Zilong Tao, Hao Hao, Yuhua Tang, Xin Zheng, Tian Jiang · 2020 · Nanophotonics
- Deep Neural Network for Compressive Sensing and Application to Massive MIMO Channel EstimationZohreh Mohades, Vahid Tabataba Vakili · 2021 · Circuits Systems and Signal Processing
- Machine Learning in Short-Reach Optical Systems: A Comprehensive SurveyChen Shao, Elias Giacoumidis, Syed Moktacim Billah, Shi Li, Jialei Li, Prashasti Sahu, André Richter, Michael Faerber, Tobias Kaefer · 2024 · Photonics
- End-to-end Learning of Waveform Generation and Detection for Radar SystemsWei Jiang, Alexander M. Haimovich, Osvaldo Simeone · 2019 · Asilomar Conference on Signals, Systems and Computers (ACSSC)
- A Survey on Cybersecurity in Unmanned Aerial Vehicles: Cyberattacks, Defense Techniques and Future Research DirectionsSimon Niyonsaba, Karim Konaté, Moussa Moindze Soidridine · 2023 · International Journal of Computer Networks And Applications
- Machine Learning-Based Error Correction Codes and Communication Protocols for Power Line Communication: An OverviewTahir Çetin Akıncı, Gökhan Erdemir, Aydın Tarık Zengin, Serhat Şeker, Abdoulkader Ibrahim Idriss · 2023 · IEEE Access
- RNN-BIRNN-LSTM based spectrum sensing for proficient data transmission in cognitive radioE. Vargil Vijay, K. Aparna · 2023 · e-Prime - Advances in Electrical Engineering Electronics and Energy
- Design of countermeasure to packet falsification in vehicle platooning by explainable artificial intelligenceMaurizio Mongelli · 2021 · Computer Communications
- Adaptive ML-Based Frame Length Optimisation in Enterprise SD-WLANsEstefanía Coronado, Abin Thomas, Roberto Riggio · 2020 · Journal of Network and Systems Management
- FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated LearningMahmoudi, Afsaneh, Ghadikolaei, Hossein S., Barros Da Silva, José Mairton, Fischione, Carlo · 2024 · IEEE Transactions on Wireless Communications
- Machine learning techniques for vector control of permanent magnet synchronous motor drivesAshly Mary Tom, J. L. Febin Daya · 2024 · Cogent Engineering
- CRNN-ResNet: Combined CRNN and ResNet Networks for OFDM ReceiversRuru Mei, Zhugang Wang, Xuan Chen · 2024 · IEEE Transactions on Cognitive Communications and Networking
- Machine Learning Meets Stochastic Geometry: Determinantal Subset Selection for Wireless NetworksChiranjib Saha, Harpreet S. Dhillon · 2019 · Globecom
- perm2vec: Attentive Graph Permutation Selection for Decoding of Error Correction CodesAvi Caciularu, Nir Raviv, Tomer Raviv, Jacob Goldberger, Yair Be'ery · 2020 · IEEE Journal on Selected Areas in Communications
- Finite Alphabet Iterative Decoding of LDPC Codes with Coarsely Quantized Neural NetworksXin Wei Xiao, Bane V. Vasic, Ravi Tandon, Shu Lin · 2019 · Globecom
- Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access ChannelMads Helge Jespersen, Milutin Pajovic, Toshiaki Koike–Akino, Ye Wang, Petar Popovski, Philip V. Orlik · 2019 · Globecom
- Deep Soft Interference Cancellation for MIMO DetectionNir Shlezinger, Rong Fu, Yonina C. Eldar · 2020 · IEEE International Conference on Acoustics Speech and Signal Processing
- Time-Domain Learned Digital Back-PropagationEric Sillekens, Wenting Yi, Daniel Semrau, Alessandro Ottino, Boris Karanov, Domaniç Lavery, Lídia Galdino, Polina Bayvel, Robert I. Killey, Sujie Zhou et al. · 2020 · SiPS ... design and implementation - IEEE Workshop on Signal Processing Systems
- AI4Mobile: Use Cases and Challenges of AI-based QoS Prediction for High-Mobility ScenariosDaniel Fabian Kulzer, Martin Kasparick, Alexandros Palaios, Raja Sattiraju, Oscar D. Ramos-Cantor, Dennis Wieruch, Hugues Tchouankem, Fabian Göttsch, Philipp Geuer, Jens Schwardmann et al. · 2021 · IEEE Vehicular Technology Conference
- Cross-Layer Resource Management for Downlink BF-NOMA-OFDMA Video Transmission Systems and Supervised/Unsupervised Learning Based ApproachShu‐Ming Tseng, Guan-Ying Chen, Hsing-Chen Chan · 2022 · IEEE Transactions on Vehicular Technology
- On the suitability, requisites, and challenges of machine learning [Invited]Rui Manuel Morais · 2020 · Journal of Optical Communications and Networking
- Comparative Analysis of Machine Learning Techniques for Disease Prediction in CropsVijay Choudhary, Archana Thakur · 2022 · IEEE International Conference on Communication Systems and Network Technologies (CSNT)
- Deep Learning-Based Low Complexity MIMO Detection via Partial MAPLin Bai, Qingzhe Zeng, Rui Han, Jinho Choi, Wei Zhang · 2024 · IEEE Transactions on Wireless Communications
- Introduction to Unsupervised Learning in BioinformaticsNancy Anurag Parasa, Jaya Vinay Namgiri, Sachi Nandan Mohanty, Jatindra Kumar Dash · 2021