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• Deliverable D5.3 - Control Strategies and Adaptive L1/L2 Functionalities for Semantic Communications Final results
  This deliverable reports the final results of Task 5.1, which investigates control strategies and Layer 1 and Layer 2 functionalities for semantic and goal-oriented communications in Sixth-Generation (6G) mobile networks. Four complementary research directions…
  datacite 6G-GOALS project 2026 置信度 0.66 O-RAN, RAN intelligent controller, network orchestration, medium access control, physical layer, hybrid automatic repeat request, scheduling, random access, resource allocation, joint source and channel coding, sidelink, pull communication, push communication, edge inference, energy efficiency, latency, reliability, Value of Information, accuracy, bilingual evaluation understudy, BERTscore, transformer, attention mechanism.
• Verbundprojekt: 6G Access, Network of Networks, Automation & Simplification - 6G ANNA
  Im Teilvorhaben "Widerstandsfähiges Wireless Service Mesh für 6G-Systeme" des BMBF-geförderten Projekts 6G-ANNA entwickelte die TU Dresden (ComNets) ein integriertes Wireless Service Mesh (WSM) zur Erweiterung der 6G-Abdeckung in dynamischen und ausfallkritisc…
  datacite Zhang, Jiajing, Nguyen, Giang, Fitzek, Frank 2026 置信度 0.66 000 | Informatik, Information und Wissen, allgemeine Werke
• DISAC Architecture: Functions, Semantics, Protocols, Orchestration, and Demonstrator
  The concept of Integrated Sensing and Communication (ISAC) is a cornerstone of the upcoming Sixth-Generation (6G) wireless networks. However, current centralized architectures struggle to meet the demands of scalable, multi-modal perception in complex environm…
  datacite Costanzo, Francesca, MEKKI, Sami, Mursia, Placido, Stylianopoulos, Kyriakos 等 2026 置信度 0.66 ISAC, 6G, distributed sensing, network architecture, dynamic orchestration, distributed protocols, semantics, over-the-air computation
• DISAC Architecture: Functions, Semantics, Protocols, Orchestration, and Demonstrator
  The concept of Integrated Sensing and Communication (ISAC) is a cornerstone of the upcoming Sixth-Generation (6G) wireless networks. However, current centralized architectures struggle to meet the demands of scalable, multi-modal perception in complex environm…
  datacite Costanzo, Francesca, MEKKI, Sami, Mursia, Placido, Stylianopoulos, Kyriakos 等 2026 置信度 0.66 ISAC, 6G, distributed sensing, network architecture, dynamic orchestration, distributed protocols, semantics, over-the-air computation
• Reconfigurable Intelligent Surfaces for Cognitive Radio Networks: Design, Optimization, and Emerging Trends
  Reconfigurable intelligent surfaces (RISs) enable programmable wireless propagation environments, offering new opportunities for cognitive radio networks (CRNs) to improve spectrum utilization, enhance spectral and energy efficiency, and operate reliably under…
  datacite Galappaththige, Diluka, Tellambura, Chintha, Kulathunga, Ranga, Baduge, Gayan Amarasuriya Aruma 2026 置信度 0.66 Signal Processing (eess.SP)FOS: Electrical engineering, electronic engineering, information engineering
• Machine Learning Techniques for 5G Network Optimization and Resource Management: A Comprehensive Survey
  The fifth generation (5G) of mobile networks represents a fundamental paradigm shift in wireless communications, promising ultra-low latency, massive device connectivity, and peak data rates exceeding 10 Gbps. However, the unprecedented complexity of 5G networ…
  datacite Dash, Bhabani Sankar 2026 置信度 0.66 5G Networks, Machine Learning, Deep Learning, Network Optimization, Resource Management, Reinforcement Learning, Network Slicing, Federated Learning
• Cooperative Multi-View Sensing with Hybrid Fusion and Channel-Aware Encoding for Environment-Aware 6G Networks
  The 6G network technology aims to achieve environment-aware intelligence through ISAC. The single-node-based sensing scheme has inherent limitations related to occlusion, angle, and interference, making the solution unreliable in mission-critical scenarios. In…
  datacite Belay Sitotaw Goshu 2026 置信度 0.66 Integrated Sensing and Communication (ISAC); 6G networks; cooperative multi-view sensing; hybrid fusion architecture; channel-aware encoding
• Cooperative Multi-View Sensing with Hybrid Fusion and Channel-Aware Encoding for Environment-Aware 6G Networks
  The 6G network technology aims to achieve environment-aware intelligence through ISAC. The single-node-based sensing scheme has inherent limitations related to occlusion, angle, and interference, making the solution unreliable in mission-critical scenarios. In…
  datacite Belay Sitotaw Goshu 2026 置信度 0.66 Integrated Sensing and Communication (ISAC); 6G networks; cooperative multi-view sensing; hybrid fusion architecture; channel-aware encoding
• Machine Learning Techniques for 5G Network Optimization and Resource Management: A Comprehensive Survey
  The fifth generation (5G) of mobile networks represents a fundamental paradigm shift in wireless communications, promising ultra-low latency, massive device connectivity, and peak data rates exceeding 10 Gbps. However, the unprecedented complexity of 5G networ…
  datacite Dash, Bhabani Sankar 2026 置信度 0.66 5G Networks, Machine Learning, Deep Learning, Network Optimization, Resource Management, Reinforcement Learning, Network Slicing, Federated Learning
• Machine Learning Techniques for 5G Network Optimization and Resource Management: A Comprehensive Survey
  The fifth generation (5G) of mobile networks represents a fundamental paradigm shift in wireless communications, promising ultra-low latency, massive device connectivity, and peak data rates exceeding 10 Gbps. However, the unprecedented complexity of 5G networ…
  datacite Dash, Bhabani Sankar 2026 置信度 0.66 5G Networks, Machine Learning, Deep Learning, Network Optimization, Resource Management, Reinforcement Learning, Network Slicing, Federated Learning
• Performance Analysis of CNN, RNN, and LSTM Based Channel Estimation in Massive MIMO-OFDM
  The ability of Massive Multiple-Input Multiple-Output (Massive MIMO) technology to provide excellent spectral efficiency and increased network capacity makes it an essential enabler for the next generation of wireless communication systems. However, the intric…
  datacite CH. Swapna Priya Chikatla, T.Ravi babu, Mahendra Narla, 2026 置信度 0.66 Massive MIMO, Channel Estimation, Convolutional Neural Network (CNN), Recurrent Neural Network (RNN), Sparse Wireless Communication.
• A CPLEX Enabled Linearized MILP Framework for Optimal Design of Renewable Powered and Carbon Efficient Cellular Networks
  The rapid expansion of wireless communication networks and the emergence of energy-intensive services in 5G and beyond have significantly increased the energy consumption and carbon footprint of cellular infrastructures. Integrating renewable energy sources in…
  datacite Babaei, Salar , Khalaj, M., Keramatpour, M. , Enayati, R. 2026 置信度 0.66
• Electromagnetic World Model for 6G: A Unified Framework for Joint Environment Reconstruction and Channel Prediction
  The integration of sensing, communication, and intelligence is becoming a key enabler for sixth generation (6G) wireless systems, where intelligent terminals are expected to simultaneously support efficient link establishment and reliable environmental sensing…
  datacite Zhao, Yizhu, Yu, Li, Zhang, Jianhua, Zhang, Yuxiang 等 2026 置信度 0.66 Signal Processing (eess.SP)FOS: Electrical engineering, electronic engineering, information engineering
• Learnware for CSI Feedback: Scene-specific Small Models Can Do Big
  Intelligent channel state information (CSI) feedback is essential for realizing the high capacity and spectral efficiency goals of future 6G systems, yet existing deep learning solutions face a trade-off between model generalization and scenario-specific perfo…
  datacite Li, Xiangyi, Guo, Jiajia, Wen, Chao-Kai, Geng, Xin 等 2026 置信度 0.66 Information Theory (cs.IT)Artificial Intelligence (cs.AI)Signal Processing (eess.SP)FOS: Computer and information sciencesFOS: Electrical engineering, electronic engineering, information engineering
• PRISM: Decision-Centric Predictive Sensing for Cognitive Digital Twins in 6G
  Integrated sensing and communication (ISAC) and Digital Twin (DT) technology have emerged as complementary for future wireless networks that require autonomous operations involving continuous interaction between physical and digital worlds. However, existing D…
  datacite Ali, Afan, da Costa, Daniel Benevides, Nasir, Ali Arshad 2026 置信度 0.66 Signal Processing (eess.SP)FOS: Electrical engineering, electronic engineering, information engineering
• Explainability Boosted Anomaly Detection Framework for O-RAN based NextG Networks
  The wireless networks have historically faced significant security vulnerabilities, necessitating advanced anomaly detection mechanisms, especially as networks evolve towards 6G and beyond. This study introduces an advanced anomaly detection framework that lev…
  datacite Aksu, Nurullah, Sahin, Ali Fuat, Başaran, Semiha Tedik 2026 置信度 0.66 Signal Processing (eess.SP)Cryptography and Security (cs.CR)Machine Learning (cs.LG)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Computer and information sciences
• A Comprehensive Survey of Wireless Foundation Models for AI-Native 6G Networks
  Foundation models are emerging as a transformative paradigm for AI-native sixth-generation (6G) wireless networks by enabling scalable, transferable, and data-efficient intelligence across diverse communication tasks. Unlike conventional deep learning models t…
  datacite Khan, Naveed, Sbeihi, Besan Al, Alshehhi, Maryam, Saeed, Nasir 2026 置信度 0.66 Artificial Intelligence (cs.AI)Networking and Internet Architecture (cs.NI)Signal Processing (eess.SP)FOS: Computer and information sciencesFOS: Electrical engineering, electronic engineering, information engineering
• Phase-Aware CNN for Real-Time 5G/6G Channel Estimation with Hardware-in-the-loop Validation
  In 5G/6G wireless systems, accurate and timely channel estimation is critical to ensure reliable communication under complex, fast-changing radio conditions. This work focuses on pilot-based channel estimation using deep learning to reconstruct both magnitude …
  datacite Zolfaghari-Bengar, Javad, Rony, Rakibul, Gomez-de-Lope, Elisa, Villena-Rodriguez, Alejandro 等 2026 置信度 0.66 Signal Processing (eess.SP)Machine Learning (cs.LG)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Computer and information sciences
• 6G Native AI and Channel Foundation Models
  The integration of artificial intelligence (AI) and wireless communications is widely regarded as a core objective of sixth-generation (6G) systems. However, both the meaning of native AI and the type of AI capability that should be embedded into future wirele…
  datacite Xu, Shugong, Jiang, Jun, Gao, Yuan 2026 置信度 0.66 Signal Processing (eess.SP)Information Theory (cs.IT)Machine Learning (cs.LG)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Computer and information sciences
• Improving the Configuration of Reconfigurable Intelligent Surfaces (RIS) in Sixth-Generation (6G) Cellular Network Communications
  Sixth-generation (6G) wireless networks promise ultra-high data rates, extremely low latency, and massive connectivity, necessitating the adoption of advanced technologies such as reconfigurable intelligent surfaces (RIS). RIS enables intelligent control of th…
  datacite Modoudi Yaghouti, Ehsan, Khazaei, Ali Akbar, Kariman Khorasani, Mohsen 2026 置信度 0.66 Sixth generation; Signal Processing; Reconfigurable Intelligent Surface (RIS); Deep Learning, Beamforming
• SIRADEL Ray-Tracing MIMO channel samples (in-factory and urban scenarios)
  Ray-Tracing MIMO channel samples dataset (in-factory and urban scenarios) by SIRADEL April 2026. In the context of new beyond-5G and 6G technology design, the accuracy of virtual testing solution is paramount. A rich MIMO radio channel dataset, grounded in rea…
  datacite Corre, Yoann, Jaziri, Aymen 2026 置信度 0.66 raytracingMIMOradio channel samples
• SIRADEL Ray-Tracing MIMO channel samples (in-factory and urban scenarios)
  Ray-Tracing MIMO channel samples dataset (in-factory and urban scenarios) by SIRADEL April 2026. In the context of new beyond-5G and 6G technology design, the accuracy of virtual testing solution is paramount. A rich MIMO radio channel dataset, grounded in rea…
  datacite Corre, Yoann, Jaziri, Aymen 2026 置信度 0.66 raytracingMIMOradio channel samples
• Postmodern Physics of Hamzah Information.(130)
  تحلیل بنیادین و بازنویسی تانسوریِ «ارکان چهارگانهٔ محاسبات فرین: پیچیدگی کوانتومی، رمزنگاری شبکه، نظریه کدگذاری و ترکیبیات فرین» در چارچوب فیزیک اطلاعات حمزه (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحله‌ای ۱. مقدمه: بن‌بست آکادمیک در مرزهای محاسباتی و رمزنگاری پسا-…
  datacite HAMZAH, SEYED RASOUL 2026 置信度 0.66
• Postmodern Physics of Hamzah Information.(130)
  تحلیل بنیادین و بازنویسی تانسوریِ «ارکان چهارگانهٔ محاسبات فرین: پیچیدگی کوانتومی، رمزنگاری شبکه، نظریه کدگذاری و ترکیبیات فرین» در چارچوب فیزیک اطلاعات حمزه (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحله‌ای ۱. مقدمه: بن‌بست آکادمیک در مرزهای محاسباتی و رمزنگاری پسا-…
  datacite HAMZAH, SEYED RASOUL 2026 置信度 0.66
• Integrating Ambient-IoT Devices in 6G Networks
  The limited autonomy of battery-powered IoT devices increases maintenance costs, adds system complexity, and undermines long term reliability. The AMBIENT 6G project tackles this challenge by introducing a new class of energy neutral Ambient IoT (AIoT) devices…
  datacite Famaey, Jeroen 2026 置信度 0.66
• Integrating Ambient-IoT Devices in 6G Networks
  The limited autonomy of battery-powered IoT devices increases maintenance costs, adds system complexity, and undermines long term reliability. The AMBIENT 6G project tackles this challenge by introducing a new class of energy neutral Ambient IoT (AIoT) devices…
  datacite Famaey, Jeroen 2026 置信度 0.66
• 6G AI Robustness Framework
  Minor update to trigger Zenodo DOI generation. Changes: Zenodo integration enabled. Repository metadata updated. Citation information validated.
  datacite Al-Shibly, Mohammed Abduljawad M. 2026 置信度 0.66 6GArtificial IntelligenceWireless CommunicationsGraph Neural NetworksReinforcement Learning
• 6G AI Robustness Framework
  Minor update to trigger Zenodo DOI generation. Changes: Zenodo integration enabled. Repository metadata updated. Citation information validated.
  datacite Al-Shibly, Mohammed Abduljawad M. 2026 置信度 0.66 6GArtificial IntelligenceWireless CommunicationsGraph Neural NetworksReinforcement Learning
• Application of Machine Learning Algorithms Wireless Networks
  The rapid evolution of wireless networks has led to an increasing demand for intelligent and adaptive solutions to enhance network performance, security, and efficiency. Machine learning (ML) algorithms have emerged as a powerful tool in optimizing various asp…
  datacite M, Shwetha D, N, Nagaraja Naik D, C, Jaychandra 2020 置信度 0.66 Machine LearningWireless NetworksNetwork OptimizationSecurity EnhancementSpectrum Allocation
• Application of Machine Learning Algorithms Wireless Networks
  The rapid evolution of wireless networks has led to an increasing demand for intelligent and adaptive solutions to enhance network performance, security, and efficiency. Machine learning (ML) algorithms have emerged as a powerful tool in optimizing various asp…
  datacite M, Shwetha D, N, Nagaraja Naik D, C, Jaychandra 2020 置信度 0.66 Machine LearningWireless NetworksNetwork OptimizationSecurity EnhancementSpectrum Allocation
• 5G and Next-Generation Communication Systems
  The rapid evolution of wireless communication technologies has transformed global connectivity, enabling high-speed data transmission, low latency, and massive device integration. Fifth-generation (5G) communication systems represent a paradigm shift from trad…
  datacite Immanuel Prabaharan S, Dr. Muthurajan S 2026 置信度 0.66 5G, 6G, massive MIMO, millimeter wave, URLLC, eMBB, IoT, beamforming, wireless communication, network slicing
• 5G and Next-Generation Communication Systems
  The rapid evolution of wireless communication technologies has transformed global connectivity, enabling high-speed data transmission, low latency, and massive device integration. Fifth-generation (5G) communication systems represent a paradigm shift from trad…
  datacite Immanuel Prabaharan S, Dr. Muthurajan S 2026 置信度 0.66 5G, 6G, massive MIMO, millimeter wave, URLLC, eMBB, IoT, beamforming, wireless communication, network slicing
• 6G-Enabled Smart City Landscape Using Network and Digital Twin Networking Models
  This paper proposes the Smart Urban Digital Twin Network (SUDTN), an integrated architecture combining 6G wireless communication and Digital Twin (DT) networking for next-generation smart city management. The framework synchronises physical urban assets such a…
  datacite P, Senthil Kumar 2026 置信度 0.66
• 6G-Enabled Smart City Landscape Using Network and Digital Twin Networking Models
  This paper proposes the Smart Urban Digital Twin Network (SUDTN), an integrated architecture combining 6G wireless communication and Digital Twin (DT) networking for next-generation smart city management. The framework synchronises physical urban assets such a…
  datacite P, Senthil Kumar 2026 置信度 0.66
• Radio parameters measurements
  This dataset contains real-world 5G radio network measurements collected in an outdoor environment. The data capture the spatial and temporal variations of radio signal strength, signal quality, and network performance indicators along a measurement route. Mea…
  datacite National Centre of Scientific Research "Demokritos" 2026 置信度 0.66
• Radio parameters measurements
  This dataset contains real-world 5G radio network measurements collected in an outdoor environment. The data capture the spatial and temporal variations of radio signal strength, signal quality, and network performance indicators along a measurement route. Mea…
  datacite National Centre of Scientific Research "Demokritos" 2026 置信度 0.66
• Optimized MIMO-OFDM Channel Estimation Using Convolutional Neural Networks
  Multiple Input Multiple Output-Orthogonal Frequency Division Multiplexing (MIMO-OFDM) has become a fundamental transmission technique for modern wireless communication systems due to its high spectral efficiency and robustness against multipath fading. Accurat…
  datacite Snehasish Biswas, Sumon Pramanik 2026 置信度 0.66
• Optimized MIMO-OFDM Channel Estimation Using Convolutional Neural Networks
  Multiple Input Multiple Output-Orthogonal Frequency Division Multiplexing (MIMO-OFDM) has become a fundamental transmission technique for modern wireless communication systems due to its high spectral efficiency and robustness against multipath fading. Accurat…
  datacite Snehasish Biswas, Sumon Pramanik 2026 置信度 0.66
• FUTURE DEVELOPMENT PROSPECTS AND COMPARATIVE ANALYSIS OF 5G AND 6G NETWORK ARCHITECTURES
  The evolution of wireless communication technologies continues to play a crucial role in the development of the digital economy and intelligent information systems. 5G networks have significantly enhanced communication performance by providing high-speed conne…
  datacite Shoyqulov, Shodmonkul 2026 置信度 0.66
• FUTURE DEVELOPMENT PROSPECTS AND COMPARATIVE ANALYSIS OF 5G AND 6G NETWORK ARCHITECTURES
  The evolution of wireless communication technologies continues to play a crucial role in the development of the digital economy and intelligent information systems. 5G networks have significantly enhanced communication performance by providing high-speed conne…
  datacite Shoyqulov, Shodmonkul 2026 置信度 0.66
• ISAC-Assisted DRL for Dynamic MAC Scheduler Reconfiguration in O-RAN
  This paper introduces reconfiguration mechanisms for a 5th Generation (5G) Medium Access Control (MAC) scheduler, which uses Deep Reinforcement Learning (DRL) and is deployed as an xApp within the RAN Intelligent Controller (RIC) framework. The objective is to…
  datacite Villegas Saiz, Neco, Herrera, Juan Luis, Diez, Luis, Scotece, Domenico 等 2026 置信度 0.66
• ISAC-Assisted DRL for Dynamic MAC Scheduler Reconfiguration in O-RAN
  This paper introduces reconfiguration mechanisms for a 5th Generation (5G) Medium Access Control (MAC) scheduler, which uses Deep Reinforcement Learning (DRL) and is deployed as an xApp within the RAN Intelligent Controller (RIC) framework. The objective is to…
  datacite Villegas Saiz, Neco, Herrera, Juan Luis, Diez, Luis, Scotece, Domenico 等 2026 置信度 0.66
• Artificial Intelligence Enabled 6G Wireless Communication Networks for Ultra-Low Latency Smart Applications
  The evolution of sixth-generation (6G) wireless communication networks is expected to support ultra-low latency, massive connectivity, and intelligent automation for next-generation smart applications. Artificial Intelligence (AI) plays a significant role in e…
  datacite M Ishwariya 2026 置信度 0.66 6G Wireless CommunicationArtificial IntelligenceUltra-Low LatencySmart Applications
• Artificial Intelligence Enabled 6G Wireless Communication Networks for Ultra-Low Latency Smart Applications
  The evolution of sixth-generation (6G) wireless communication networks is expected to support ultra-low latency, massive connectivity, and intelligent automation for next-generation smart applications. Artificial Intelligence (AI) plays a significant role in e…
  datacite M Ishwariya 2026 置信度 0.66 6G Wireless CommunicationArtificial IntelligenceUltra-Low LatencySmart Applications
• Pareto-Aware Hierarchical Reinforcement Learning for Online Resource Allocation in RIS-assisted Large-Scale IoT Systems
  With the rapid evolution of 5G and emerging 6G networks, reconfigurable intelligent surfaces (RIS) have become a critical technology for enhancing wireless communication scenarios. However, optimizing RIS-assisted multi-user systems typically introduces high-d…
  datacite Xu, Wenhan, Jiang, Jiashuo, Tsang, Danny H. K. 2026 置信度 0.66 Networking and Internet Architecture (cs.NI)FOS: Computer and information sciences
• COMPACT RADIO FREQUENCY FRONT-END DESIGN FOR HIGH-SPEED COMMUNICATION SYSTEMS
  Compact, energy-saving and high-performance Radio Frequency (RF) front-end architectures are required to support the rapid development of wireless communication systems, from 5G and upcoming 6G systems through to millimeter wave systems. High gain, low noise f…
  datacite Madduluri, Suneetha, Varanasi, Venkata Ramani 2026 置信度 0.66 Bandwidth Optimization, Compact RF Front-End, High-Speed Communication Systems, Radio Frequency Design, S-Parameters, 5G Wireless Systems.
• COMPACT RADIO FREQUENCY FRONT-END DESIGN FOR HIGH-SPEED COMMUNICATION SYSTEMS
  Compact, energy-saving and high-performance Radio Frequency (RF) front-end architectures are required to support the rapid development of wireless communication systems, from 5G and upcoming 6G systems through to millimeter wave systems. High gain, low noise f…
  datacite Madduluri, Suneetha, Varanasi, Venkata Ramani 2026 置信度 0.66 Bandwidth Optimization, Compact RF Front-End, High-Speed Communication Systems, Radio Frequency Design, S-Parameters, 5G Wireless Systems.
• 5G/6G Wireless Communication : Explore the Latest Advancements in 5G and the Future Potential of 6G Technologies, Including their Impact on Various Applications
  The evolution of wireless communication has reached a pivotal stage with the widespread deployment of 5G networks and the emerging research on 6G technology. This paper explores the latest advancements in 5G, including its enhanced data speeds, ultra-low laten…
  datacite M, Shwetha D, N, Nagaraja Naik D, C, Jaychandra 2018 置信度 0.66 5G Networks6G TechnologyUltra-Low LatencyAI-Driven Network OptimizationSpectrum Allocation
• 5G/6G Wireless Communication : Explore the Latest Advancements in 5G and the Future Potential of 6G Technologies, Including their Impact on Various Applications
  The evolution of wireless communication has reached a pivotal stage with the widespread deployment of 5G networks and the emerging research on 6G technology. This paper explores the latest advancements in 5G, including its enhanced data speeds, ultra-low laten…
  datacite M, Shwetha D, N, Nagaraja Naik D, C, Jaychandra 2018 置信度 0.66 5G Networks6G TechnologyUltra-Low LatencyAI-Driven Network OptimizationSpectrum Allocation
• Graph-Based Learning for Intelligent Network Management: Adaptive Restoration, Reliability Prediction, and Traffic Forecasting
  Modern communication networks are becoming increasingly complex due to rising traffic demands, stringent reliability requirements, and the need for adaptive management across optical and wireless infrastructures. Traditional rule-based and static management ap…
  datacite Ampratwum, Isaac 2026 置信度 0.66 Graph Neural Networks5G NetworksDeep Reinforcement learningWavelength Division Multiplexing
• Digital Twin Enabled Human–AI Collaboration Framework for Autonomous Wireless Network Management
  The next generation of wireless networks is moving to 5G-Advanced and 6G, which have a high complexity and dynamic operation demands never seen before. Although Artificial Intelligence (AI) provides an avenue to autonomous network management, black-box models …
  datacite Gaurav Patel 2026 置信度 0.66
• Digital Twin Enabled Human–AI Collaboration Framework for Autonomous Wireless Network Management
  The next generation of wireless networks is moving to 5G-Advanced and 6G, which have a high complexity and dynamic operation demands never seen before. Although Artificial Intelligence (AI) provides an avenue to autonomous network management, black-box models …
  datacite Gaurav Patel 2026 置信度 0.66
• Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence
  AI-native 6G visions increasingly invoke wireless foundation models, large multimodal models, and wireless world models as the natural endpoint of AI-native networking, drawing an analogy to recent developments in large language models (LLMs). We argue that th…
  datacite Djuhera, Aladin, Ahmed, Farhan, Andrei, Vlad C., Kadhe, Swanand Ravindra 等 2026 置信度 0.66 Signal Processing (eess.SP)Networking and Internet Architecture (cs.NI)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Computer and information sciences
• Dual Threats in RIS-Aided RF-UOWC Mixed Networks: Secrecy Performance Analysis under Simultaneous RF and UOWC Eavesdropping
  In the dynamic realm of 6G technology, emphasizing security is essential, particularly for optimizing high-performance communication. A notable strategy involves the use of reconfigurable intelligent surfaces (RISs), an emerging and cost-efficient technology a…
  datacite Rakib, Md. Abdur, Ibrahim, Md., Badrudduza, A. S. M., Ansari, Imran Shafique 2024 置信度 0.66 Information Theory (cs.IT)FOS: Computer and information sciences
• Secrecy Performance Analysis of Integrated RF-UWOC IoT Networks Enabled by UAV and Underwater-RIS
  In the sixth-generation (6G) Internet of Things (IoT) networks, the use of UAV-mounted base stations and reconfigurable intelligent surfaces (RIS) has been considered to enhance coverage, flexibility, and security in non-terrestrial networks (NTNs). In additio…
  datacite Sarawar, Abrar Bin, Badrudduza, A. S. M., Ibrahim, Md., Ansari, Imran Shafique 等 2024 置信度 0.66 Information Theory (cs.IT)Signal Processing (eess.SP)FOS: Computer and information sciencesFOS: Electrical engineering, electronic engineering, information engineering
• Energy-Efficient Integrated Access and Fronthaul for Cell-Free Massive MIMO with Adaptive Quantization Resolution
  Cell-free massive MIMO with wireless fronthaul is a promising architecture for energy-efficient 6G networks, but the access and fronthaul links must then share the same scarce spectrum, and, under the fully centralized (option-8) functional split, the fronthau…
  datacite Demir, Özlem Tuğfe 2026 置信度 0.66 Signal Processing (eess.SP)Information Theory (cs.IT)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Computer and information sciences
• Self-Healing 6G Networks-in-Network for Resilient Wireless Communication
  Future 6G networks must manage increasingly dynamic radio environments in which multiple autonomous sub-networks (SNs) share frequency resources and adapt to changing operating conditions. In such scenarios, interference from faulty devices or intentional jamm…
  datacite Lindenschmitt, Daniel, Schösser, Anton, Aghai, Afnan, Schulz, Philipp 等 2026 置信度 0.66 Networking and Internet Architecture (cs.NI)FOS: Computer and information sciences
• Postmodern Physics of Hamzah Information.(130)
  تحلیل بنیادین و بازنویسی تانسوریِ «ارکان چهارگانهٔ محاسبات فرین: پیچیدگی کوانتومی، رمزنگاری شبکه، نظریه کدگذاری و ترکیبیات فرین» در چارچوب فیزیک اطلاعات حمزه (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحله‌ای ۱. مقدمه: بن‌بست آکادمیک در مرزهای محاسباتی و رمزنگاری پسا-…
  datacite HAMZAH, SEYED RASOUL 2026 置信度 0.66
• Cross-Layer Optimization and System-Level Design of Next-Generation Wireless Networks via Intelligent RAN Control
  Recent years have seen the evolution of the traditional Radio Access Network (RAN) toward more open, programmable, disaggregated, and intelligent architectures, known as an Open RAN. Future Next Generation (NextG) networks are envisioned to be AI-native, enabl…
  datacite Tsampazi, Maria 2026 置信度 0.66 Networking and Internet Architecture (cs.NI)FOS: Computer and information sciences
• Media Meets Communication in 6G: Fundamentals, Key Technologies, and Applications
  The rapid advancement of sixth-generation (6G) networks is accelerating the convergence of media intelligence and communication intelligence, driving media communication beyond conventional bit-level delivery toward intelligent, semantic-aware, and generative …
  datacite Xie, Bingyan, Zhou, Longyu, Chen, Zihan, Tang, Shunpu 等 2026 置信度 0.66 Information Theory (cs.IT)Multimedia (cs.MM)Image and Video Processing (eess.IV)FOS: Computer and information sciencesFOS: Electrical engineering, electronic engineering, information engineering
• Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction
  We present Photon Splatting, a physics-guided neural surrogate model for real-time wireless channel prediction in complex environments. The proposed framework introduces surface-attached virtual sources, referred to as photons, which carry directional wave sig…
  datacite Cao, Ge, Gradoni, Gabriele, Peng, Zhen 2025 置信度 0.66 Machine Learning (cs.LG)FOS: Computer and information sciences
• A 6G Integrated Sensing and Communication Framework for Railway Intrusion Detection and Collision Prediction
  Integrated Sensing and Communication (ISAC) combines sensing and communication to efficiently utilize wireless resources and is emerging as a key paradigm for next-generation wireless networks. By leveraging the wide bandwidth, high frequencies, and massive an…
  datacite Yadav, Ajeet Kumar, Balasubramaniam, Sankaran, Chatterjee, Aritra, Aduru, Vinod 等 2026 置信度 0.66 Machine Learning (cs.LG)Artificial Intelligence (cs.AI)Signal Processing (eess.SP)FOS: Computer and information sciencesFOS: Electrical engineering, electronic engineering, information engineering
• Experimental Demonstration of NN-Based NL Mitigation for PCS-QAM Photonic THz Wireless Transmission
  Terahertz (THz) wireless transmission is a promising technology for 6G networks and beyond. Yet, its performance can be severely challenged by nonlinear distortions from photonic and electronic front-ends. This letter experimentally demonstrates a neural-netwo…
  datacite Baek, In-Ho, Honecker, Julian, Bittiehn, Marie Cathérine, Elschner, Robert 等 2026 置信度 0.66 64-QAMartificial neural networkhigh-speed wireless communicationphotonic terahertz transmitterphotonic upconversion
• Wireless Communication Evolution: A Comprehensive review of the Architecture, Technologies, Applications, Challenges, and Future Prospects of 6G
  6G, the sixth generation of wireless communication, is expected to introduce exceptional technologies and use cases that once seemed fictional. Each generation of wireless communication systems has enabled the exchange of messages such as voice, video and othe…
  datacite Raza, Umais, Jafri, Muhammad Mohsin Raza 2026 置信度 0.66 6G wireless communication, terahertz communication, network architecture, artificial intelligence, non-terrestrial networks, digital twin, holographic communication, wireless security
• Wireless Communication Evolution: A Comprehensive review of the Architecture, Technologies, Applications, Challenges, and Future Prospects of 6G
  6G, the sixth generation of wireless communication, is expected to introduce exceptional technologies and use cases that once seemed fictional. Each generation of wireless communication systems has enabled the exchange of messages such as voice, video and othe…
  datacite Raza, Umais, Jafri, Muhammad Mohsin Raza 2026 置信度 0.66 6G wireless communication, terahertz communication, network architecture, artificial intelligence, non-terrestrial networks, digital twin, holographic communication, wireless security
• Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems
  Recently, sixth-generation (6G) wireless networks have moved beyond fixed-array designs toward antenna architectures that can adapt their spatial configuration to specific environmental conditions. Movable antenna, fluid antenna, and pinching antenna systems r…
  datacite Luong, Nguyen Cong, Sui, Zeping, Vu, Thai-Hoc, Cao, Jie 等 2026 置信度 0.66 Signal Processing (eess.SP)FOS: Electrical engineering, electronic engineering, information engineering
• Automated PIM detection in wireless networks via smart data-driven techniques
  As the number of base stations keeps increasing due to ever-growing wireless services and pervasive connectivity, the operational costs for network service providers rise proportionally. In addition, with the evolution of wireless technologies and the developm…
  datacite Cantali, Gokcan, Deniz, Eren, Eniser, Hasan Ferit, Yildirim, Onur 等 2024 置信度 0.66 Machine learning (ML) for communicationsPassive intermodulation (PIM)Quality of service (QoS)Radio access network (RAN)004: Informatik
• PIM detection in wireless networks as an anomaly detection problem
  As the number of base stations keeps increasing due to ever-growing wireless services and pervasive connectivity, the cost of operation for network service providers rises proportionally. In addition, with the evolution of wireless technology and development o…
  datacite Cantali, Gokcan, Deniz, Eren, Ozay, Ozcan, Yildirim, Onur 等 2023 置信度 0.66 Passive intermodulation (PIM)Wireless networkRadio access network (RAN)Anomaly detection004: Informatik
• Expansive networks : exploiting spectrum sharing for capacity boost and 6G vision
  Adaptive capacity with cost-efficient resource provisioning is a crucial capability for future 6G networks. In this work, we conceptualize "expansive networks" which refers to a networking paradigm where networks should be able to extend their resour…
  datacite Gür, Gürkan 2020 置信度 0.66 6G/Beyond 5G networksDLTExpansive networksSpectrum sharingNetwork intelligence
• The roadmap to 6G security and privacy
  Although the fifth generation (5G) wireless networks are yet to be fully investigated, the visionaries of the 6th generation (6G) echo systems have already come into the discussion. Therefore, in order to consolidate and solidify the security and privacy in 6G…
  datacite Porambage, Pawani, Gür, Gürkan, Moya Osorio, Diana Pamela, Liyanage, Madhusanka 等 2021 置信度 0.66 6GSecuritySecurity threatAI/ML securityDistributed Ledger Technology (DLT)
• 6G security challenges and potential solutions
  Although the fifth generation wireless networks are yet to be fully investigated, the vision and key elements of the 6th generation (6G) ecosystem have already come into discussion. In order to contribute to these efforts and delineate the security and privacy…
  datacite Porambage, Pawani, Gür, Gürkan, Moya Osorio, Diana Pamela, Livanage, Madhusanka 等 2021 置信度 0.66 6GSecurityPrivacyDLTQuantum security
• Reconfigurable Antennas for 5G/6G, IoT, and Medical Applications : A Comprehensive Review of Enabling Technologies, Design Techniques, and Emerging Trends
  Reconfigurable antennas have emerged as a key enabling technology for smart and adaptive wireless communication systems, offering dynamic control of radiation characteristics to meet the evolving demands of modern networks such as 4G, 5G, and emerging 6G syste…
  datacite Idris, Idris Saadu 2025 置信度 0.66 Reconfigurable antennas; PIN diodes; RF MEMS; Varactor diodes; Metasurfaces; MIMO systems; 5G; 6G; IoT; Frequency reconfiguration; Polarization reconfiguration; Radiation pattern reconfiguration; Smart antennas; Adaptive wireless systems
• Reconfigurable Antennas for 5G/6G, IoT, and Medical Applications : A Comprehensive Review of Enabling Technologies, Design Techniques, and Emerging Trends
  Reconfigurable antennas have emerged as a key enabling technology for smart and adaptive wireless communication systems, offering dynamic control of radiation characteristics to meet the evolving demands of modern networks such as 4G, 5G, and emerging 6G syste…
  datacite Idris, Idris Saadu 2025 置信度 0.66 Reconfigurable antennas; PIN diodes; RF MEMS; Varactor diodes; Metasurfaces; MIMO systems; 5G; 6G; IoT; Frequency reconfiguration; Polarization reconfiguration; Radiation pattern reconfiguration; Smart antennas; Adaptive wireless systems
• Wireless Signal Interference Detection Using Machine Learning
  Ensuring reliable spectrum efficiency in modern wireless communication networks requires robust and automated signal interference management. However, the dynamic and non-uniform nature of wireless environments introduces complex overlapping signals, complicat…
  datacite Nehneen Ali, Neenansha Jain, Dr.Divya Jain 2026 置信度 0.66
• Wireless Signal Interference Detection Using Machine Learning
  Ensuring reliable spectrum efficiency in modern wireless communication networks requires robust and automated signal interference management. However, the dynamic and non-uniform nature of wireless environments introduces complex overlapping signals, complicat…
  datacite Nehneen Ali, Neenansha Jain, Dr.Divya Jain 2026 置信度 0.66
• ML-aided communication network design beyond communicating bits
  The shift toward 6G represents a paradigm change in wireless network design — moving beyond the traditional paradigm of merely transmitting bits. Future communication systems will handle semantically rich data types. Moreover, the integration of radar and comm…
  datacite Bian, Chenghong 2025 置信度 0.66
• Studies in cell-free massive-MIMO: Green power allocation, physical security, and DoA estimation
  Le MIMO massif sans cellule (m-MIMO) a été désigné comme une technologie habilitanteclé pour les réseaux de communication sans fil au-delà de la cinquième génération (B5G)et de la sixième génération (6G). Il s’agit essentiellement d’un réseau hétérogène distri…
  datacite Hosseini, Seyyed Saleh 2023 置信度 0.66 Electrical and Computer Engineering
• Network Verified NTN Positioning for 6G A Standards Oriented Survey of Hybrid TN NTN Localization
  Wireless positioning is evolving from legacy cellular and standalone satellite navigation toward hybrid, high-accuracy, three-dimensional (3D), and network-verifiable frameworks for 5G Advanced, 6G, and non terrestrial network (NTN) systems. This shift is driv…
  datacite Wang, Donglin, Fang, Zexing, Zhou, Qiuheng, Schotten, Hans D. 2026 置信度 0.66 Systems and Control (eess.SY)FOS: Electrical engineering, electronic engineering, information engineering
• Energy-Efficient Access-Point Sleep-Mode Techniques for Cell-Free mmWave Massive MIMO Networks With Non-Uniform Spatial Traffic Density
  Cell-free massive multiple-input multiple-output (MIMO) is a novel beyond 5G (B5G) and 6G paradigm that, through the use of a common central processing unit (CPU), coordinates a large number of distributed access points (APs) to coherently serve mobile station…
  datacite García-Morales, Jan, Femenias, Guillem, Riera-Palou, Felip 2026 置信度 0.66 Signal Processing (eess.SP)FOS: Electrical engineering, electronic engineering, information engineering
• Comparing RPL Routing Efficiency in Low Power and Lossy IoT Networks through Trickle Parameter Analysis
  The integration of cutting edge technologies such as 4G, 5G, and 6G has facilitated the introduction of the Internet of Things (IoT) with the help of wireless networks. In this context, sensor nodes (SNs) with power constraints are utilized to establish the co…
  datacite Jyoti Anand, Lokesh Sharma, Rajveer Singh Shekhawat 2023 置信度 0.66
• Efficient Automatic Modulation Classification for Next-Generation Wireless Networks
  With the imminent development of sixth-generation (6G) networks, there will be a demand for high-accuracy, computationally-efficient, and low-inference time automatic modulation classification (AMC) algorithms. To address this need, we propose a new deep-learn…
  datacite An, To Truong, Argyriou, Antonios, Puspitasari, Annisa Anggun, Cotton, Simon L. 等 2026 置信度 0.66 Signal Processing (eess.SP)FOS: Electrical engineering, electronic engineering, information engineering
• Realization of Radio Frequency Digital-to-Analog Converters in Gallium Nitride Technology for 5G Mobile Communication
  The immense data demand for upcoming wireless communication standards, for example 5G or the even more advanced 6G, requires new concepts to handle the respective network throughput. Nowadays, conventional systems necessitate complex architectures with a high …
  datacite Weiß, Markus, :unav 2021 置信度 0.66 RF Power Digital-to-analog converterGallium NitrideRiemann pump5GSignal generator
• 6G-SENSES 5G NR Indoor Measurements at 18 dBm and 24 dBm RU Transmit Power at OTE
  This dataset contains indoor 5G New Radio performance and coverage measurements collected during the 6G-SENSES Proof of Concept 3 activities at the OTE laboratory testbed in Athens, Greece. The experimental platform comprised an Accelleran O-RAN gNB connected …
  datacite Mesogiti, Ioanna, Castellanos, German 2026 置信度 0.66
• 6G-SENSES 5G NR Indoor Measurements at 18 dBm and 24 dBm RU Transmit Power at OTE
  This dataset contains indoor 5G New Radio performance and coverage measurements collected during the 6G-SENSES Proof of Concept 3 activities at the OTE laboratory testbed in Athens, Greece. The experimental platform comprised an Accelleran O-RAN gNB connected …
  datacite Mesogiti, Ioanna, Castellanos, German 2026 置信度 0.66
• 5G technology and beyond (Innovation in wireless communication)
  Abstract: The rapid evolution of wireless communication technologies has driven the Development of 5G networks, promising high-speed data transmission, low latency, And the seamless integration of the Internet of Things (IoT). 5G technology marks a significant…
  datacite Jadhav, Dr. Ramchandra T., Salunkhe, Ketan P. 2025 置信度 0.66 Keywords: wireless network, internet of things, autonomous vehicles, industrial automation
• Redefining Digital Twins as Predictive Decision Engines for AI-Native Wireless Networks
  Future artificial intelligence (AI)-native 6G networks require wireless systems that move beyond reactive optimization toward autonomous, predictive, and continuously adaptive intelligence. Most existing digital twin (DT) frameworks use AI only to improve mode…
  datacite Ali, Afan, Nasir, Ali Arshad, Iqbal, Naveed, da Costa, Daniel Benevides 2026 置信度 0.66 Signal Processing (eess.SP)FOS: Electrical engineering, electronic engineering, information engineering
• Reconstruction of SINR Maps from Sparse Measurements using Group Equivariant Non-Expansive Operators
  As sixth generation (6G) wireless networks evolve, accurate signal-to-interference-noise ratio (SINR) maps are becoming increasingly critical for effective resource management and optimization. However, acquiring such maps at high resolution is often cost-proh…
  datacite Amorosa, Lorenzo Mario, Conti, Francesco, Quercioli, Nicola, Zabini, Flavio 等 2025 置信度 0.66 Machine Learning (cs.LG)Networking and Internet Architecture (cs.NI)FOS: Computer and information sciences
• Energy-Efficient Wireless Communication for Smart Cities and IoT
  The quick development of wireless communication technologies, coupled with the unprecedented growth of the Internet of Things (IoT) and smart city initiatives, has transformed the way societies interact with digital infrastructure. Billions of interconnected d…
  datacite Dr. K.Ranjith Singh 2026 置信度 0.66 Internet of ThingsWireless Technology
• Optimization of Energy Efficient Close-Knit Routing Protocol In 6G Wireless Network for Reliable Communication
  In 6G wireless sensor network (WSN), the profuse clustering techniques are addressed to improve the energy efficiency and lifetime of the network. But the major problem in this type of network is that the nodes are energy constrained and motorized that conside…
  crossref Neelamegam Devarasu, P. Bhuvaneswari, J. Saravanan, Satish Sekar 2025-01-13T14:45:57Z 置信度 0.70
• Double Deep Q-Network Techniques for Optimizing Performance of 6G Wireless Network
  This study introduces a Double Deep Q-Network (DDQN) optimization framework to improve massive MIMO-OFDM systems via reinforcement learning-driven adaptive parameter selection. It utilizes a dual network architecture to mitigate overestimation bias and incorpo…
  crossref Yilmaz B. Kamal, Ayad A. Abdulkafi 2025-12-01T03:48:49Z 置信度 0.70
• Technical Analysis of 6G Integrated Sensing, Communication, and Intelligence Wireless Network Technology
  crossref Sun Mo-Tong 2026-03-06T06:14:10Z 置信度 0.70
• MycoStore: A Layer-Sharing Neural Network Model Repository for 6G Edge Intelligence
  crossref Sheng Wang, Lin Gu, Jie Zhang, Deze Zeng 等 2025-12-30T18:39:31Z 置信度 0.70
• Addressing Network Connectivity Issues in Rural Areas
  Different B5G and 6G technologies are expected to offer a solution to some of the existing problems with the network connectivity in rural regions. This chapter examines the proactive implications of B5G and 6G in mitigating such challenges with emphasis on th…
  crossref Dankan Gowda V, Fayzieva Makhbubakhon Rakhimjonovna, R. Yogitha, P. Veeramanikandan 等 2025-04-03T20:18:04Z 置信度 0.70
• 6G subnetworks for Life-Critical Communication
  crossref Gilberto Berardinelli, Preben Mogensen, Ramoni O. Adeogun 2020-05-05T00:49:31Z 置信度 0.70
• Role of Blockchain and AI in Security and Privacy of 6G
  crossref Hany F. Atlam, Muhammad Ajmal Azad, Manar Altamimi, Nawfal Fadhel 2022-08-10T10:02:59Z 置信度 0.70
• 6G
  crossref Sridhar Thota, T Rakshit Govind 2024-01-30T12:44:21Z 置信度 0.70
• Investigating the Economic Impact of Organizational Adoption of AI-Enabled Blockchain in 6G-Based Supply Chain Management
  crossref Ebru Gökalp, Elife Özer 2022-08-10T10:02:59Z 置信度 0.70
• AI and Blockchain Technology in 6G Wireless Network
  crossref 2022-08-10T10:02:59Z 置信度 0.70
• Benchmarking Q-Learning Methods for Intelligent Network Orchestration in the Edge
  crossref Joel Reijonen, Miljenko Opsenica, Tero Kauppinen, Miika Komu 等 2020-05-05T00:49:31Z 置信度 0.70
• Opportunities and Challenges for Visible Light Communications in 6G
  crossref Marcos Katz, Iqrar Ahmed 2020-05-05T00:49:31Z 置信度 0.70