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• Cross Layer Optimization Using AI/ML Assisted Federated Edge Learning in 6G Networks
  europepmc 2025 置信度 0.80
• On the Role of Artificial Intelligent Technology for Millimetre-Wave and Terahertz Applications.
  europepmc 2025 置信度 0.80
• Predicting the performance of a graphene-based patch antenna using a machine learning model for terahertz applications.
  europepmc 2026 置信度 0.80
• On Multi-Parameter Optimization and Proactive Reliability in 5G and Beyond Cellular Networks.
  europepmc 2025 置信度 0.80
• A Low-Sidelobe Fully Metallic Ridge Gap Waveguide Antenna Array for W-Band Applications.
  europepmc 2026 置信度 0.80
• Integrated photonics enabling ultra-wideband fibre-wireless communication.
  europepmc 2026 置信度 0.80
• The Role of Artificial Intelligence in Next-Generation Handover Decision Techniques for UAVs over 6G Networks
  europepmc 2025 置信度 0.80
• Multi-access edge computing scheduling optimization model for remote education under 6G network environment based on reinforcement learning.
  europepmc 2026 置信度 0.80
• Modeling of an energy harvesting hybrid radio frequency optical wireless sensor network.
  europepmc 2025 置信度 0.80
• A hybrid transformer-zero-shot learning framework with Muon optimization for intelligent channel estimation in MIMO wireless systems.
  europepmc 2026 置信度 0.80
• A novel feature-oriented quality of anything (QoX) framework for end-to-end robotic services in 6G networks.
  europepmc 2025 置信度 0.80
• Channel estimation strategies for STAR-RIS-Aided NOMA: robustness to imperfections and complexity trade-offs for 6G wireless systems.
  europepmc 2026 置信度 0.80
• Integrating Reinforcement Learning into M/M/1/K Retry Queueing Models for 6G Applications.
  europepmc 2025 置信度 0.80
• Efficient joint resource allocation using self organized map based Deep Reinforcement Learning for cybertwin enabled 6G networks.
  Sixth-generation wireless communication has emerged, stimulating the rapid growth of numerous types of real-time applications that are characterized by their high data computing demands and formation of massive data traffic. Cybertwin-enabled edge computing ha…
  europepmc A Nivetha, Preetha Ks 2025 置信度 0.80 Computer scienceReinforcement learningLatency (audio)Distributed computingEnergy consumption
• A mask-based peak-to-average power ratio reduction scheme for affine frequency division multiplexing systems using Volterra Series-Driven PolyNet.
  Affine frequency division multiplexing (AFDM) demonstrates exceptional resilience to Doppler effects in doubly dispersive channels, making it a promising waveform for 6G high-mobility communications, but its high peak-to-average power ratio (PAPR) problem seve…
  pubmed Liu X, Zhang Y, Guo J, Zhu R 等 2026 置信度 0.82
• A Multimodal TinyML-Based Predictive Maintenance Architecture for Industrial IoT in the 6G Era.
  Predictive maintenance (PdM) is central to Industry 5.0 strategies for reducing unplanned downtime in rotating machinery. This work proposes and evaluates, as a proof of concept on a controlled single-machine testbed, a multimodal TinyML edge architecture for …
  pubmed Garay CE, Miranda Bonomi FA, Mansilla GN, Fagre M 等 2026 Jul 17 置信度 0.82
• Reconfigurable Transmission Design for PASS-MIMO via Waveguide Indexing.
  To address the stringent requirements of 6G industrial Internet of Things (IoT) and ultra-dense networks on spectral efficiency, hardware cost, and transmission reliability, this paper investigates waveguide index modulation based on the pinching-antenna syste…
  pubmed Wang Y, Yang S, Peng J 2026 Jul 11 置信度 0.82
• Advanced Handover Decision with Mobility Awareness for 5G/6G Mobile Networks in Ultra-Dense and Smart Cities Area.
  Fifth-generation advanced (5G-A) and sixth-generation (6G) networks in ultra-dense and smart cities offer an efficient solution for addressing the growing number of mobile users while ensuring high throughput and full coverage. However, the handover decision (…
  pubmed Loutfi SI, Shayea I, Tureli U, Tashan W 等 2026 Jul 10 置信度 0.82
• Hybrid quantum-classical neural networks for low earth orbit satellite communications in 6G.
  Low Earth Orbit (LEO) satellite communications are pivotal for next-generation 6G wireless systems but suffer from severe channel impairments, including large Doppler shifts and time-varying Shadowed-Rician fading. These dynamic conditions, coupled with channe…
  pubmed Tong KC, Jung YG, Yu HS, Youn YH 等 2026 Jul 21 置信度 0.82
• Machine learning-assisted performance prediction of graphene-silicon twin-port band-notched wideband antenna for THz 6G communication systems.
  A graphene-silicon-based twin-port terahertz (THz) antenna is proposed and investigated in this work. The antenna employs an aperture-coupled asymmetric ring dielectric resonator configuration to achieve wideband operation in the THz regime. Circular metallic …
  pubmed Datta G, Narayanaswamy NK, Verma A, Singh P 等 2026 Jul 21 置信度 0.82
• A Survey on Security Threats and Mitigation Mechanisms for Smart Hospitals in the 6G Era.
  Smart Hospitals integrated within 6G edge networks aim to enhance hospital connectivity and operational efficiency by enabling intelligent and personalized e-health services and applications while optimizing resource utilization and maintaining a high degree o…
  pubmed Maraziotis O, Mantas G, Rodriguez J, Gil-Castiñeira F 2026 Jul 7 置信度 0.82
• Multi-Filter Quantum Neural Networks for Efficient Channel Estimation in RIS-Assisted Systems.
  A reconfigurable intelligent surface (RIS) is a promising technology for beyond-fifth-generation (B5G) and sixth-generation (6G) wireless communications, but its passive reflection and two-hop double-fading structure make cascaded channel estimation challengin…
  pubmed Choi MH, Kim JE, Kim SH, Baek MS 等 2026 Jul 4 置信度 0.82
• Covert Sensing and Communication with Vulnerable Region Control in Near-Field ISAC Systems.
  The deployment of large-scale antenna arrays (ELAAs) in sixth-generation (6G) networks extends wireless communications into the near-field regime, facilitating integrated sensing and communications while introducing security requirements. To ensure secure near…
  pubmed Xu R, Ji X 2026 Jun 23 置信度 0.82
• A unified machine learning framework for intelligent resource allocation toward 6G wireless communications.
  For 6G wireless networks, efficient resource allocation is a significant problem, especially with the growing need for ultra-low latency, high-speed communication, and efficient energy consumption. The traditional approach is found to be inadequate to meet the…
  pubmed Gupta N, Bhartiya R, Rathod SB, Alshuhail A 等 2026 Jul 13 置信度 0.82
• RIS assisted energy aware multi agent adaptive SAC for UAV aided IoT network path planning and obstacle avoidance.
  Unmanned aerial vehicles (UAVs) are emerging as critical enablers of next generation Internet of Things (IoT) infrastructures, supporting real-time data collection, wireless relaying, and agile operations in dynamic environments. However, achieving safe and en…
  pubmed Mowla MN, Asadi D, Rabie KM, Shongwe T 2026 Jul 13 置信度 0.82
• A survey of the integration between machine learning and artificial intelligence techniques in software-defined networking.
  Recently, Software-Defined Networking has become one of the key technologies in modern telecommunication networks. Its programmable and flexible architecture enables centralized control of network resources, automation of management processes, and integration …
  pubmed Łukowski A, Papier G, Wójcik R, Domżał J 2026 Jul 7 置信度 0.82
• Explainability guided model collapse mitigation for synthetic data driven wireless decision systems.
  Indoor millimetre-wave (mmWave) small-cell deployments, a key use case for sixth-generation (6G) wireless networks, increasingly rely on data-driven decision controllers for signal classification, beam adaptation, and spectrum allocation in low-mobility, pedes…
  pubmed Tahir HA, Alayed W, Hassan WU, Munir MU 2026 Jul 8 置信度 0.82
• An ML-augmented framework for WSN and IoT in 6G networks.
  5G wireless networks have paved the way for intelligent, reliable communication networks with extremely high data rates, ultra-low latency, and highly reliable connectivity. With 6G wireless networks expected to offer up to 1 Tbps data rates with near-zero lat…
  pubmed Khan G, Ali W, Gupta GK, Gola KK 2026 Jul 3 置信度 0.82
• Double DQN-based secrecy energy efficiency and fairness performance in IRS-assisted NOMA systems with friendly jamming.
  Faced with the challenge of increasing energy consumption and the need for sustainability in 6th generation (6G) wireless communication networks, this paper investigates the secrecy energy efficiency (SEE) and user fairness performance in an intelligent reflec…
  pubmed Nguyen-Thi H, Chu-Thi N, Quang-Nguyen S, Tran-Tien D 等 2026 置信度 0.82
• Sub-Terahertz Memristor Switches Using MoS(2) by Liquid-Liquid Interface Assembly.
  This study demonstrates the first application-ready radio-frequency (RF) switches based on memristors fabricated via electrochemical exfoliation and liquid-liquid interfacial assembly. This 2D layer deposition method produces uniform, low-defect bilayer molybd…
  pubmed Mingates T, Ghatas ME, Deuermeier J, Kelly AG 等 2026 Jun 29 置信度 0.82
• Behavioral Modeling of Dynamic Nonlinear Distortions in 5G Wireless Transmitters Using Cascaded Augmented Real-Valued Neural Networks.
  Neural networks are increasingly adopted for performance enhancement in wireless communication infrastructure for 5G and 6G applications. This paper proposes a modular two-box neural network-based system for the behavioral modeling of dynamic nonlinear distort…
  pubmed Bankole S, Alnajjar R, Ahmed M, Bensmida S 等 2026 Jun 16 置信度 0.82
• Parasitically coupled 16-port massive MIMO antenna for mmWave applications.
  This article presents a 16-port compact (26.2 × 79 × 0.508 mm[Formula: see text]) massive MIMO antenna for mmWave applications. The proposed antenna consists of five triangular-shaped parasitic elements, one triangular-shaped feed-line fed element, a…
  pubmed Mishra B, Sharma H, Misra NK, Singh AK 等 2026 Jun 14 置信度 0.82
• Comparing the uplink performance of 3D and 2D antenna models in THz networks in the presence of joint human and wall blockages.
  Terahertz (THz) communication is considered as a key technology enabler for realizing Sixth Generation (6G) network. THz band communication offers several promising advantages, but numerous challenges are expected due to the inherent limitations of propagation…
  pubmed Aslam T, Ahmed I, Ali S 2026 置信度 0.82
• Robust Fast 3D Beam Alignment for UAV-Assisted mmWave and Terahertz Communications.
  Unmanned aerial vehicle (UAV)-assisted millimeter-wave (mmWave) and terahertz (THz) communications are promising enablers of ultra-reliable and low-latency communication in next-generation wireless networks. However, the initial access and beam alignment proce…
  pubmed Gafari L, Attaoui W, Sabir E, Driouch E 2026 Jun 5 置信度 0.82
• The Deep Learning Evolution in Wireless Physical Layer Communications: Applications, Challenges, and Evolutionary Directions.
  With the continuous evolution toward sixth-generation (6G) wireless communication systems, emerging scenarios such as terahertz transmission, integrated sensing and communication (ISAC), and ultra-massive multiple-input multiple-output (MIMO) have significantl…
  pubmed Xu H, Liang Y, Xie R, Kong Y 2026 Jun 5 置信度 0.82
• 5G/6G Networks for Wireless Communication and IoT.
  Wireless communication systems are experiencing a rapid evolution driven by the increasing demand for intelligent, adaptive, and highly interconnected services [...].
  pubmed Suraci C, Araniti G 2026 Jun 4 置信度 0.82
• Edge AI enabled MIMO MC-CDMA for 6G optimizing spectrum and energy efficiency with SIC and deep reinforcement learning.
  The rapid expansion of 6G wireless networks requires high SE techniques to improve spectral efficiency (SE), energy efficiency (EE), and interference. In this paper, an Edge AI MIMO MC-CDMA system with SIC and DRL is proposed for spectrum and energy efficiency…
  pubmed Vijay A 2026 Jun 10 置信度 0.82
• Joint optimization of HBS 3D trajectory and power allocation transmission for energy- efficient NOMA downlink in 6G networks.
  The rapid growth of devices in the Internet of Everything (IoE) poses significant challenges in achieving high-capacity and energy-efficient connectivity in 6G wireless networks. Hovered base stations (HBSs) provide a promising solution for enhancing physical-…
  pubmed Alzubaidi OTH, Alhashimi HF, Dimyati K, Alheejawi S 等 2026 Jun 9 置信度 0.82
• Deep Learning Inverse Design of Phase-Change Reconfigurable Terahertz Metadevices for Multidimensional Secure Communication.
  The exponential rise in data exchange and cyber threats in next-generation 6G networks demands communication systems that are inherently secure at the physical layer. Terahertz (THz) waves combine huge bandwidth with strong directionality, offering a fertile p…
  pubmed Dong Y, Chen X, Nagarajan A, Yang Y 等 2026 Jul 置信度 0.82
• Multi-objective node placement optimization in multiplex 6G wireless networks using quantum-inspired evolutionary algorithms.
  The planning of future sixth-generation (6G) wireless networks needs efficient node placement algorithms that can handle heterogeneous network deployment, high connectivity density, and competing performance requirements. Current node placement algorithms most…
  pubmed Vs D, Reddy SS, Patro KAK, Das SR 2026 Jun 4 置信度 0.82
• Selective entropy-fused proximal policy optimisation with federated reinforcement learning for intelligent multi-UAV trajectory and communication optimisation.
  The rapid evolution of 5G and emerging 6G networks has increased the demand for wireless communication systems that deliver high capacity, low latency, and adaptability. However, conventional terrestrial infrastructure remains costly and inflexible, particular…
  pubmed Velmurugan M, Velmurugan T 2026 Jun 4 置信度 0.82
• Sustainable Development Strategies for RIS-Assisted Mobile Networks.
  The transition toward environmentally sustainable 6G networks requires mitigating the high-power consumption of traditional active base stations and relay nodes currently used to overcome signal path loss. This paper introduces Reconfigurable Intelligent Surfa…
  pubmed Ibrahim AH 2026 May 20 置信度 0.82
• Delay-Doppler Domain Time-Hopping Key Generation and Security Analysis for Orthogonal Time Frequency Space Satellite Communication Systems.
  Physical-layer key generation (PLKG) is a technique that produces symmetric encryption keys by exploiting the inherent characteristics of wireless channels. It offers advantages including high physical-layer security, elimination of pre-shared keys, dynamic up…
  pubmed Li W, Bai Z, Wang J, Xu X 等 2026 May 20 置信度 0.82
• Machine learning-assisted validation of a high-isolation THz MIMO antenna for 6G communication and IoT application.
  The terahertz (THz) frequency spectrum, which enables ultra-high data rates, low-latency communication (URLLC), and vast connectivity, is poised to be a key component in advancing wireless technology for 6G and beyond. But creating THz antennas that can overco…
  pubmed Haque MA, Ahmed N, Saifullah GM, Hasan M 等 2026 May 26 置信度 0.82
• HfO(2)-Based Reconfigurable Radio Frequency Switches for All-Memristor Multistate Attenuator.
  Reconfigurable radio frequency (RF) attenuators are critical passive components for 5G-Advanced and emerging 6G wireless systems. Conventional tunable attenuators rely on solid-state switches combined with fixed resistor networks, which suffer from unavoidable…
  pubmed Zhou Y, Wu Y, Yang Q, Cai W 等 2026 May 15 置信度 0.82
• Circular MIMO antenna with ML-based bandwidth and isolation prediction for 6G communications.
  The demanding requirements of next-generation 6G wireless systems necessitate the development of compact, wideband, and high-isolation terahertz (THz) MIMO antennas, while conventional full-wave electromagnetic optimization remains computationally expensive fo…
  pubmed Alam MM, Ouameur MA, Haque ME, Haque MA 等 2026 May 25 置信度 0.82
• A hierarchical neuromorphic multi agent framework for energy aware and secure 6G resource optimization using Neuro6G agent.
  The convergence of Sixth-Generation (6G) wireless networks and neuromorphic computing presents significant opportunities for intelligent, energy-efficient resource management in distributed architectures. This paper introduces Neuro6G-Agent, a hierarchical neu…
  pubmed Al Nuaim A, Qayyum J 2026 May 24 置信度 0.82
• Graph-guided adaptive companding for PAPR reduction in power-domain NOMA systems.
  Power-domain Non-Orthogonal Multiple Access (PD-NOMA) is a promising multiple-access technique for fifth-generation (5G) and beyond-fifth-generation (B5G/6G) wireless networks because of its ability to improve spectral efficiency, massive connectivity, and use…
  pubmed Kumar A, Masud M, Alohali M, Pradhan PC 等 2026 置信度 0.82
• A residual-learning MMSE neural detector for 6G MIMO-OTFS systems under diverse channel conditions.
  Orthogonal time-frequency space modulation combined with multiple-input multiple-output transmission (MIMO-OTFS) has emerged as a strong waveform candidate for sixth-generation (6G) wireless networks because of its robustness against high mobility and doubly s…
  pubmed Kumar A, Alohali M, Revathi V, Masud M 等 2026 May 20 置信度 0.82
• A novel 6G-oriented secure bidirectional key exchange scheme based on graphene-assisted terahertz physical layer.
  This paper proposes a graphene-assisted bidirectional key exchange protocol that integrates terahertz (THz) physical-layer modulation with the Diffie-Hellman (DH) cryptographic framework, addressing a critical gap in secure session establishment over open wire…
  pubmed Salami Y, Pourshadlou Y, Karimi MB, Allahbakhshi N 2026 May 18 置信度 0.82
• Design and machine learning-based optimization of a graphene-driven funnel shaped THz MIMO antenna for 6G applications.
  This research study investigates several techniques, such as simulation and an RLC equivalent circuit model, to evaluate antenna performance. The key novelty of this work lies in the integration of supervised machine learning-assisted optimization with a graph…
  pubmed Haque MA, Shuaib M, Billah M, Tiang JJ 等 2026 May 14 置信度 0.82
• Hybrid RF FSO communication for 6G improving secrecy and performance under composite weibull lognormal fading and turbulence.
  This paper proposes a radio frequency (RF)/free space optics (FSO) communications hybrid system that will improve security and reliability of future sixth generation (6G) wireless communication network links with practical channel conditions. The system uses t…
  pubmed Kaushik K, Upadhyay D, Venu N, Rallapalli S 等 2026 May 14 置信度 0.82
• Genus hologram antenna for MIMO applications.
  A novel high-gain Genus Hologram Antenna (GHA) based on surface impedance modulation using a periodic array of hexagonal patches is proposed for MIMO applications. The antenna features a simple, low-profile, low-cost structure that eliminates the need for comp…
  pubmed Eltresy NA, Malhat HA, Deen SZ 2026 May 7 置信度 0.82
• Transformer-assisted hierarchical deep reinforcement learning for energy and spectrum efficient MIMO-MC-CDMA in 6G networks.
  TH-DRL is proposed for optimizing spectral and energy efficiency in 6G MIMO-MC-CDMA systems. Unlike existing flat DRL or optimization-based approaches, the proposed TH-DRL framework uniquely integrates a lightweight Transformer encoder with a hierarchical deci…
  pubmed Saranya KR, Suganya Y, Usha LJ, Valarmathi P 2026 May 5 置信度 0.82
• Reinforcement Learning for Secure Semantic LEO Satellite Networks: Joint Fidelity-Secrecy Power Allocation.
  Semantic communications have emerged as a key paradigm for intelligent sixth-generation (6G) wireless networks, which aim to convey the meaning of information rather than accurate bit sequences. However, in open-space low Earth orbit (LEO) satellite links, the…
  pubmed Zhou F, Zhu X 2026 Apr 21 置信度 0.82
• Secure Cooperative Communications in 6G Networks: A Constrained Hierarchical Reinforcement Learning Framework with Hybrid Action Space.
  With the rapid evolution toward 6G networks, ensuring robust physical layer security (PLS) in highly dynamic and heterogeneous wireless environments has become a key challenge. Traditional security methods often struggle to adapt to time-varying channels, espe…
  pubmed Tian X, Wang Z, Ni Y 2026 Apr 4 置信度 0.82
• Dual-band graphene-based THz MIMO antenna for 6G-enabled biomedical application using supervised regression machine learning validation.
  The exponential increase in wireless data traffic and the growing demand for biomedical sensing have driven the advancement of sophisticated antenna technologies, particularly within the terahertz (THz) frequency range. This research presents an innovative gra…
  pubmed Haque MA, Billah M, Tiang JJ, Nahas M 等 2026 May 2 置信度 0.82
• Residual-aided CSI-free end-to-end learning for multiuser MIMO.
  A paradigm shift from Channel State Information (CSI)-dependent architectures to intelligent, AI-native air interfaces is required as 6G wireless systems advance. Conventional Multi-User Multiple-Input Multiple-Output (MU-MIMO) systems have substantial pilot o…
  pubmed Affum EA, Futa O, Oppong MA, Biney DO 2026 置信度 0.82
• Channel estimation strategies for STAR-RIS-Aided NOMA: robustness to imperfections and complexity trade-offs for 6G wireless systems.
  Simultaneously transmitting and reflecting reconfigurable intelligent surfaces (STAR-RIS) have attracted increasing attention as an effective means to improve coverage and spectrum utilization in future wireless systems. This paper examines channel estimation …
  pubmed Ammisetty MB, Ramarakula M 2026 Apr 14 置信度 0.82
• Integrating fixed and mobile coherent optical access networks for unified broadband services.
  The integration of fixed and mobile optical access networks can enhance resource utilization, reduce network complexity, and lower deployment costs. Here, we report a field trial demonstrating the integration of hardware-efficient coherent optical transmission…
  pubmed Wu Q, Wei Z, Zhang X, Wei H 等 2026 Apr 4 置信度 0.82
• Design of MIMO antenna for 6G applications supported by fractal geometry.
  In this paper, a microstrip patch antenna is designed and proposed in a 2 × 2 MIMO configuration for use in 6G wireless communications in upper mid-band like 7.125-8.4 GHz. The design of the antenna is imposed on a dual fractal geometry…
  pubmed Kumar A, Kumar R, Keswani B, Jain AK 等 2026 Apr 1 置信度 0.82
• Adaptive Compressed Sensing Differential Privacy Federated Learning Based on Orbital Spatiotemporal Characteristics in Space-Air-Ground Networks.
  With the development of 6G communication technology, Space-Air-Ground Integrated Networks (SAGINs) have become critical infrastructure for global intelligent collaborative computing. However, federated learning deployment in SAGINs faces three severe challenge…
  pubmed Li W, Li L, Zhu L 2026 Mar 16 置信度 0.82
• D3PG-Light: A Lightweight and Stable Resource Scheduling Framework for UAV-Integrated Sensing, Communication, and Computation Systems.
  Unmanned Aerial Vehicles (UAVs) are gradually emerging as key platforms for Integrated Sensing, Communication, and Computation (ISCC) systems in next-generation wireless networks. However, strict resource constraints and task coupling make static allocation in…
  pubmed Cheng Q, Wu W, Zhou Y 2026 Mar 13 置信度 0.82
• Predicting the performance of a graphene-based patch antenna using a machine learning model for terahertz applications.
  This article presents the design of a graphene-based microstrip patch antenna, operating frequency range: (1-5) THz for terahertz (THz) applications. This paper presents simulations and a machine learning (ML) approach to characterize the performance character…
  pubmed Routhu G, Abzal SM, Sarkar M, Nagireddy S 等 2026 Mar 23 置信度 0.82
• Reconfigurable intelligent surface and UAV coordination for reliable THz wireless networks.
  Terahertz (THz) communication is a promising enabler for next-generation wireless networks because it can support ultra-high data rates. However, severe path loss, molecular absorption, and high sensitivity to blockage significantly limit coverage and reliabil…
  pubmed Kumar MR, Uyyala R, Ramchander M, Ramadevi Y 等 2026 置信度 0.82
• Photonic Terahertz for 6G Communication.
  Terahertz (THz) communication has become a key enabling technology for the future sixth generation (6G) due to its rich spectrum resources, supporting emerging applications such as holographic communication and ultra-wideband transmission. This article provide…
  pubmed Yu J, Zhou Y 2026 Mar 2 置信度 0.82
• Extremely Large-Aperture Arrays for V2X Communication, Localization and Sensing.
  Future sixth-generation (6G) vehicular networks are expected to support connected, autonomous, and cooperative driving through ultra-reliable, low-latency, and context-aware vehicle-to-everything (V2X) communications. In this paper, we investigate the role of …
  pubmed Decarli N, Giovannetti C, Guidi F, Guerra A 等 2026 Mar 2 置信度 0.82
• Multimode OAM antenna with reduced beam divergence for 6G networks.
  Orbital angular momentum (OAM) in microwave frequencies introduces a promising new dimension for enhancing channel capacity in future 6G wireless communication systems. However, the practical use of OAM waves for long-distance transmission is limited by their …
  pubmed Rao MV, Bhattacharyya B, Ram GC, Yuvaraj S 等 2026 Mar 9 置信度 0.82
• Integrated photonic ultrawideband real-time spectrum sensing for 6G wireless networks.
  Real-time spectrum sensing (RT-SS) is an essential technology for the upcoming sixth-generation (6G) networks, enabling dynamic spectrum management to support emerging integrated sensing and communication (ISAC) applications. However, conventional electronic a…
  pubmed Tao Y, Feng H, Fang Y, Xie X 等 2026 Mar 9 置信度 0.82
• AI-driven dynamic resource allocation for ISAC systems in 6G networks: intelligent beamforming, interference management, and power allocation.
  In this paper, we present an AI-based novel framework for dynamic resource management in ISAC systems in 6G networks. The framework utilizes Deep Reinforcement Learning (DRL) to learn and optimize various resource control tasks such as smart beamforming, inter…
  pubmed Aman M, Rehman GU, Zubair M, Alfakeeh A 等 2026 Mar 8 置信度 0.82
• Phase shift optimization in reconfigurable intelligent surface-assisted UAV in hierarchical aerial computing networks.
  The evolution toward 6G wireless networks necessitates innovative solutions to support the massive Internet of Things (IoT) deployments with unprecedented computational and communication requirements, motivating this A comprehensive framework that integrates R…
  pubmed Diaa B, Ibrahim II, Abdelhaleem AM, Abdelhakam MM 2026 Mar 3 置信度 0.82
• Adaptive Multi-Stage Hybrid Localization for RIS-Aided 6G Indoor Positioning Systems: Combining Fingerprinting and Geometric Methods with Condition-Aware Fusion.
  Reconfigurable intelligent surfaces (RISs) represent a paradigm shift in wireless communications, offering unprecedented control over electromagnetic wave propagation for next-generation 6G networks. This paper presents a comprehensive framework for high-preci…
  pubmed Ioannou I, Vassiliou V, Raspopoulos M 2026 Feb 7 置信度 0.82
• Low complexity sphere decoding with probabilistic radius prediction and hybrid modulation for low latency wireless MIMO systems.
  Sphere Decoding is an important technique for detecting signals in MIMO systems. It is renowned for its near-optimal performance but is restricted by high computational complexity. This work proposes an improved framework, integrating Gaussian Approximation ba…
  pubmed Girija MG, Sudha T 2026 Feb 25 置信度 0.82
• Enhancing reliability and spectral efficiency in future wireless networks via intelligent omni-surface enhanced MU-MIMO cooperative hybrid NOMA.
  The growing demand for high-capacity next-generation networks drives the need for efficient and scalable multiple access schemes. This study proposes a unified integrated analytical framework for intelligent omni-surface (IOS)-enhanced multi-user MIMO cooperat…
  pubmed Kennedy HSJ, Kumaravelu VB, Selvaprabhu P, Murugadass A 等 2026 Feb 24 置信度 0.82
• All-photonic W-band terahertz receiver based on THz-to-optical carrier conversion with soliton microcomb dual carriers for high-speed OOK wireless transmission.
  We demonstrate an all-photonic terahertz (THz) receiver for a data-modulated signal, targeting a 106-GHz, 2.97-Gb/s on-off keying (OOK) link. The scheme employs dual-wavelength optical carriers referenced to a soliton microcomb and performs THz-to-optical carr…
  pubmed Matsumura Y, Kishikawa H, Kuse N, Okamura Y 等 2026 Jan 26 置信度 0.82
• Cooperative design of omnidirectional optically controlled terahertz reconfigurable metasurface and multifunctional beam steering system: software-defined flexible manipulation of full-space beams.
  Reconfigurable metasurfaces seamlessly integrate physical and digital spaces and hold significant application prospects in 5G networks and the upcoming 6G technology. Despite rapid technological advancements, integrating full-space beam control and stealth cap…
  pubmed Zhao C, Jia M, Ma Y, Fan G 等 2025 Dec 29 置信度 0.82
• Quantum-secured routing in drone communication for 6G-enabled smart mobility.
  The emergence of sixth-generation (6G) wireless networks introduces unprecedented requirements for ultra-secure, low-latency communication across heterogeneous space–air–ground integrated network (SAGIN). Existing drone communication frameworks i…
  pubmed Hafeez S, Abro GEM, Memon SA, Khan TA 等 2026 Feb 19 置信度 0.82
• Spatial and Directional Modulation Systems for Near-Field Secure Transmission.
  The proliferation of massive antenna arrays and the consequent intensification of near-field effects with 6G necessitate addressing critical security challenges in near-field communication environments. This paper presents a novel artificial noise-aided spatia…
  pubmed Liu J, Zhong Y, Wang Y, Gong D 等 2026 Feb 6 置信度 0.82
• Enhancing Spectral Efficiency of 6G Downlink Beamforming via Cooperative Multi-Agent Deep Reinforcement Learning.
  This paper presents a new beamforming algorithm for Multi-User Multiple-Input Multiple-Output (MU-MIMO) systems using Multi-Agent Reinforcement Learning (MARL). The proposed approach is shown to significantly enhance the efficiency and performance of future wi…
  pubmed Al Janaby A, Al-Rizzo H, Qassim Y 2026 Feb 2 置信度 0.82
• A Cross-Layer Framework Integrating RF and OWC with Dynamic Modulation Scheme Selection for 6G Networks.
  With the rapid evolution of wireless networks, the need to explore novel technologies to meet the demands of future systems, particularly 6G, has become a significant challenge. One promising solution is integrating radio frequency (RF) and optical wireless co…
  pubmed Waheed A, Genoves Guzman B, Mohammady S, Brandt-Pearce M 2026 Feb 1 置信度 0.82
• Robust ISAC based framework for location estimation and target detection in 6G networks.
  To enhance spectrum utilization and situational awareness in sixth generation (6G) networks, integrated sensing and integration (ISAC) is introduced as a unified functionality. This paper proposes a centralized ISAC based framework operating within a Cloud-Rad…
  pubmed Soni L, Taneja A, Alqahtani N, Alqahtani J 2026 置信度 0.82
• Modified prioritized DDPG algorithm for joint beamforming and RIS phase optimization in MISO downlink systems.
  Reconfigurable Intelligent Surfaces (RIS) are emerging technology to enhance the 6G wireless communication systems by intelligently reconfiguring the propagation environment. This paper propose a Modified Prioritized Deep Deterministic Policy Gradient (MP-DDPG…
  pubmed Shukry S, Fahmy Y 2026 Feb 11 置信度 0.82
• AI-enabled cybersecurity framework for future 5G wireless infrastructures.
  The deployment of fifth-generation (5G) wireless networks is transforming digital connectivity through ultra-low latency, high data rates, and massive device support. However, enabling technologies such as network slicing, virtualization, edge computing, and d…
  pubmed Alam A, Umer A, Ullah I, Alsayat A 2026 Feb 3 置信度 0.82
• Terahertz's silent revolution in physics, engineering, and life science: Beyond the spectrum.
  Terahertz technology is revolutionizing photonics, biomedicine, and communications by merging non-ionizing radiation with molecular sensitivity and material penetration. Advances in metamaterials, adaptive antennas, and AI-driven systems address historical lim…
  pubmed Sun Y, Wang S, Gong Y 2025 Sep 置信度 0.82
• Cybersecurity in Radio Frequency Technologies: A Scientometric and Systematic Review with Implications for IoT and Wireless Applications.
  Cybersecurity in radio frequency (RF) technologies has become a critical concern, driven by the expansion of connected systems in urban and industrial environments. Although research on wireless networks and the Internet of Things (IoT) has advanced, comprehen…
  pubmed Araújo PR, de Rezende JAM, Faria DRM, Gomes OSM 2026 Jan 22 置信度 0.82
• A Low-Sidelobe Fully Metallic Ridge Gap Waveguide Antenna Array for W-Band Applications.
  To address the critical demand for high-gain, low-sidelobe, and high-efficiency antennas in W-band arrays, this work presents a low-sidelobe all-metal array antenna based on ridge gap waveguide technology. The design employs a three-layer contactless metal str…
  pubmed Jiang H, Sheng L, Nie P, Feng Y 等 2026 Jan 15 置信度 0.82
• Optimal Resource Allocation via Unified Closed-Form Solutions for SWIPT Multi-Hop DF Relay Networks.
  Multi-hop relaying can solve the problems of limited single-hop wireless communication distance, poor signal quality, or the inability to communicate directly by "relaying" data transmission through multiple intermediate nodes. It serves as the cornerstone for…
  pubmed Yu Y, Tang X, Xie G 2026 Jan 12 置信度 0.82
• Graphene based terahertz MIMO antenna with machine learning regression for 6G communications.
  This study introduces a compact, high-performance multiple-input multiple-output (MIMO) antenna engineered for 6G terahertz (THz) communication systems. The antenna is implemented on a polyimide substrate (dielectric constant εr = 3.5, loss…
  pubmed Haque MA, Akhter MS, Das I, Zaman TU 等 2026 Jan 27 置信度 0.82
• Towards multi-modal and cross-modal integration in LiFi-based sensing.
  Sensing and localization are envisioned to play key role in shaping the future of the sixth-generation (6G) of wireless networks by enhancing their ability to make intelligent decisions. Existing research efforts have focused on utilizing radio-frequency (RF) …
  pubmed Naser S, Alhussein O, Muhaidat S 2026 Jan 23 置信度 0.82
• Shadow fading prediction at 18 GHz through physics guided learning in vegetative corridors.
  Reliable wireless connectivity in precision agriculture requires accurate propagation models that remain robust across varying orchard corridor geometries within a given vegetation canopy type. This study characterizes radio propagation at 18 GHz (FR3 ban…
  pubmed Celades-Martínez J, Diago-Mosquera ME, Peña A, García J 2026 Jan 21 置信度 0.82
• Self-coherent photonic terahertz link at 300-GHz-band against modulated jamming.
  Terahertz (THz) intensity modulation technology is crucial for future low-cost 6G networks but is vulnerable to jamming. While frequency hopping (FH) counters single-tone jamming, our evaluation demonstrates its weakness against modulated jamming. Specifically…
  pubmed Ye S, Kamiura Y, Li B, Kaide R 等 2026 Jan 15 置信度 0.82
• FMA-MADDPG: Constrained Multi-Agent Resource Optimization with Channel Prediction in 6G Non-Terrestrial Networks.
  Sixth-generation (6G) wireless systems aim to integrate terrestrial, aerial, and satellite networks to support large-scale remote sensing and service delivery. In such non-terrestrial networks (NTNs), channels change quickly and the multi-tier architecture is …
  pubmed Yang C, Song K, Bai J, Li C 等 2025 Dec 25 置信度 0.82
• Energy-aware and trust-based secure routing in manets using swarm intelligence techniques.
  The rapid evolution of wireless communication technologies has intensified the demand for efficient and sustainable network architectures, particularly in Mobile Ad Hoc Networks (MANETs). This study proposes an integrated framework designed to enhance MANET ne…
  pubmed Hemalatha S, Das NN, Arunkumar R, Singh C 2026 Jan 9 置信度 0.82
• Quantum Geometry Enabled High-Performance Terahertz Detection.
  Terahertz (THz) technology holds transformative potential for next-generation wireless communication, noninvasive bioimaging, and advanced security screening. However, conventional detection schemes face fundamental compromises among bandwidth, sensitivity, an…
  pubmed Wu M, Zhang M, Zhang Z, Li Z 等 2026 Jan 14 置信度 0.82
• On Multi-Parameter Optimization and Proactive Reliability in 5G and Beyond Cellular Networks.
  Ultra-dense heterogeneous cellular networks in 6G and beyond face an escalating vulnerability to cell outages stemming from complex issues like parameter misconfigurations, hidden conflicts among Autonomous Network Functions (ANFs), multivendor incompatibility…
  pubmed Ijaz A, Raza W, Riaz S, Imran A 2025 Dec 17 置信度 0.82
• Development and enhancement of metamaterial-inspired Ag-GaAs THz MIMO antenna with optimized diversity metrics using data-driven machine learning algorithms for future 6G networks.
  The MIMO antenna design is specifically engineered to support optimized performance in emerging 6G networks. Utilizing advanced techniques such as metamaterials and machine learning algorithms, the antenna system achieves high data rates, improved diversity, a…
  pubmed Armghan A, Mandaliya V, Alsharari M, Aliqab K 等 2025 Dec 29 置信度 0.82
• Dual Magnetic Resonances From Site-Selective Doping of Hexaferrite Yielding Ultrabroadband Microwave Absorption.
  The proliferation of 5G/6G networks and high-frequency electronics has intensifies the demand for ultrabroadband microwave absorbers, while achieving such performance in a single-phase magnetic material remains challenging due to intrinsic resonance-bandwidth …
  pubmed Yi C, Hu J, Wang J, Wang W 等 2026 Feb 置信度 0.82
• LSTM-based equalizer with multi-head attention and gating mechanism for 2 × 2 MIMO photonics-assisted THz wireless system.
  Photonics-assisted terahertz (THz) communication, with its ultra-wide available bandwidth and good compatibility with fiber optic systems, is considered a key candidate solution to meet the requirements of 6G ultra-high speed, low latency, and large capacity t…
  pubmed Pan X, Wang S, Li G, Zhu J 等 2025 Dec 15 置信度 0.82
• Spectrally efficient frequency division multiplexing for improving photonics-aided terahertz wireless transmission capacity.
  Photonics-aided terahertz (THz) transmission leverages the abundant spectral resources of the THz band and enables seamless integration with optical fiber networks, representing a key pathway toward 6G communication. Meanwhile, spectrally efficient frequency d…
  pubmed Tong W, Zhu M, Ding J, Wang Y 等 2025 Nov 17 置信度 0.82
• Fully integrated hybrid multimode-multiwavelength photonic processor with picosecond latency.
  High-speed signal processing is crucial for increasing the data throughput in next-generation communication systems, including multiple-input multiple-output (MIMO) networks, emerging 6G architectures, and beyond. However, system scaling inevitably increases h…
  pubmed Khaled A, Aadhi A, Huang C, Tait AN 等 2025 Dec 18 置信度 0.82