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• Advances in Wearable Biosensors for Non-Invasive Biofluid Monitoring.
  europepmc 2026 置信度 0.80
• PETAR: A Predictive Energy and Trust-Aware Secure Routing Protocol for Energy-Efficient Wireless Sensor Networks in Smart Healthcare and Urban Monitoring
  europepmc 2026 置信度 0.80
• From the Incretin System to the Entero–Pancreatico–Hepatico–Systemic Polyhormonal Metabolic Homeostasis Network
  europepmc 2026 置信度 0.80
• Ghost noise in single-fiber bidirectional transmission links and its suppression approaches.
  Single-fiber bidirectional transmission (Bidi transmission) enables efficient reuse of existing global communication cables for sensing, yet environmental disturbances induce link noise that fundamentally limits long-distance sensing performance. Despite exten…
  pubmed Wang W, Hu Q, Ma L, Gao J 等 2026 置信度 0.82
• Self-Powered MXene@Perovskite Thermoelectric Skin for Multimodal Mid-Infrared Sensing and Human Signal Recognition.
  The effective detection of human thermal radiation (8-14 µm) was critical for next-generation human-machine interactions (HMIs). However, conventional mid-infrared sensors were typically constrained by external power requirements and limited capabili…
  pubmed Wang Q, Zhao Y, Wang X, Li Y 等 2026 置信度 0.82
• A self-powered microsystem with efficient power management for continuous wireless sensing.
  The rapid expansion of the Internet of Things (IoT) has increased the demand for self-powered wireless microsystems, with energy harvesters emerging as a key approach for powering distributed IoT nodes. Among energy harvesters, triboelectric nanogenerators (TE…
  pubmed Zhao X, Xu Z, Ou Z, Wu Q 等 2026 置信度 0.82
• A Non-Stationary Geometry-Based MIMO Channel Model for Terahertz UAV-Based Wireless Communication Systems.
  europepmc 2026 置信度 0.80
• Broadband achromatic metalens for the short-wave infrared.
  The 1.8-2.3 [Formula: see text]m band lies within the short-wavelength infrared (SWIR) region and serves as a key operational window for a wide range of applications, including quantum sensing, molecular spectroscopy, and free-space quantum and classical …
  pubmed He Y, Dada AC 2026 置信度 0.82
• Design and Development of an AI-Enabled Optochemical Sensor for Real-Time Arsenic Detection in Water
  europepmc 2026 置信度 0.80
• Energy-Efficient 3D Trajectory Optimization and Resource Allocation for UAV-Enabled ISAC Systems.
  europepmc 2026 置信度 0.80
• From Sensor-Empowered Ubiquitous Computing to Embodied Intelligence: Architectures, Paradigm Evolution, and Emerging Challenges.
  europepmc 2026 置信度 0.80
• Deep learning integrated plasmonic electrochemical sensing for fast and accurate pathogen detection.
  The development of plasmonic electrochemical biosensors using the new generation of deep learning algorithms is a potent pathway toward the troublesome, immediate and field-mediable diagnostics of the pathogen. This article provides a combination of a MobileNe…
  pubmed Mansour S, Negm N, Alhashmi AA, Alharbi MA 等 2026 置信度 0.82
• Real-time demodulation of complex FBG spectra via dictionary-enhanced sparse Bayesian learning.
  We propose a dictionary Gaussian sparse Bayesian learning (DG-SBL) framework for the comprehensive demodulation of complex fiber Bragg grating (FBG) spectra, particularly those characterized by multi-peak structures, non-standard shapes, and significant overla…
  europepmc Xianghui Yin, Ning Deng, Yuyao Wang 2026 置信度 0.80
• Photonic-assisted integrated system for communication and sensing based on time-frequency division flexibly multiplexing.
  The deep integration of communication and sensing technologies can provide more intelligent and customized services for more application scenarios in the fifth-generation (5G) and future sixth-generation (6G) era. In this paper, an integrated sensing and commu…
  europepmc Qin Bai, Jianxin Ma 2026 置信度 0.80
• High-Sensitivity Graphene/2D Perovskite Hybrid Photodetector for Visible-Light Sensing on Silicon Nitride Photonic Integrated Platform.
  Visible-light photonic integrated circuits (PICs) with highly sensitive waveguide photodetectors (PDs) are critical to address the scaling and performance challenges in quantum information, biosensing and microscopy. While bulk materials have been employed to …
  pubmed Tan H, Hu F, Guo S, Zhang Y 等 2026 置信度 0.82
• How do bacteria recognize fungal competitors?
  Bacterial-fungal interactions (BFIs) are central to microbial community dynamics in diverse ecosystems, with profound implications for medicine, agriculture, and environmental microbiology. A critical yet unresolved question in BFIs is how bacteria specificall…
  pubmed Zhu L, Li C, Shen X 2026 置信度 0.82
• Biosafety-cabinet wipe-cleaning assessment system: Integration of visual, thermal, and pressure sensing.
  Reliable surface disinfection of biosafety cabinets is essential to prevent contamination in pharmaceutical, clinical, and laboratory environments. However, manual cleaning using ethanol (ETH) and wiping is subject to operator variability, making objective ver…
  pubmed Mizuno M, Kishino Y, Shirai Y, Matsuda J 等 2026 置信度 0.82
• FR3-DUALIS: A Full-Duplex Dual-Band ISAC Prototype for Upper-FR3 with 360-MHz-Per-Channel OFDM
  europepmc 2026 置信度 0.80
• Neuromorphic Technologies for Neuroengineering: From Adaptive Stimulation to SNN-Based Inference and Deployable Biointerfaces.
  europepmc 2026 置信度 0.80
• Machine Learning for Intelligent and Adaptive Communication Systems: From Optimization to Emerging Paradigms.
  europepmc 2026 置信度 0.80
• Suspended Germanium-on-Silicon Photonic Integrated Circuits Operating in the Long-Wave Infrared and Their Use for Ethanol Sensing.
  Germanium-based integrated photonics is gaining attention due to its potential for mid-infrared wavelength applications, including environmental sensing, industrial gas monitoring, defense, and security. However, current germanium-on-silicon platforms face sig…
  pubmed Lin PS, Hellström PE, Zervos C, Niklaus F 等 2026 置信度 0.82
• Development and validation of a sensor-integrated smart driving test system for automated, scalable, and objective driver performance evaluation.
  europepmc 2026 置信度 0.80
• Synergistic antenna-modulator integration for a monolithic photonic RF receiver.
  Integrated radio-frequency (RF) photonics plays a pivotal role in wireless communications, sensing, and radar applications. However, the bulky feature of essential RF components still constrains practical deployments in covert, conformal, and space-limited app…
  pubmed Liu C, Du Y, Zou X, Zou F 等 2026 置信度 0.82
• Extremely Large-Aperture Arrays for V2X Communication, Localization and Sensing.
  europepmc 2026 置信度 0.80
• Triboelectric Wearable Sensors for Human-Centric Smart Electronics: From Self-Powered Sensing to Artificial Intelligence-Assisted Human-Machine Interface Systems.
  As intelligent electronics become increasingly integrated into daily life, health care, virtual interaction, and assistive systems, human-machine interfaces (HMIs) require sensing platforms that are not only wearable and self-powered but also capable of transl…
  europepmc 2026 置信度 0.80
• Editorial to the Special Issue "Recent Advances in Optical Wireless Communications".
  europepmc 2026 置信度 0.80
• 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 置信度 0.82
• Achieving Ultra-Reliable Low Latency Communication in 5G and Beyond.
  europepmc 2026 置信度 0.80
• Comparative Performance Evaluation of Federated Learning Frameworks for Edge-Oriented 6G Applications
  europepmc 2026 置信度 0.80
• Multi-Filter Quantum Neural Networks for Efficient Channel Estimation in RIS-Assisted Systems.
  europepmc 2026 置信度 0.80
• A Survey on Security Threats and Mitigation Mechanisms for Smart Hospitals in the 6G Era.
  europepmc 2026 置信度 0.80
• Behavioral Modeling of Dynamic Nonlinear Distortions in 5G Wireless Transmitters Using Cascaded Augmented Real-Valued Neural Networks.
  europepmc 2026 置信度 0.80
• Interference-Aware Complex Phasor Message Passing Network for Joint Beamforming Optimization in Multi-User IRS-Assisted 6G Systems
  europepmc 2026 置信度 0.80
• A Broader Survey on 6G Radio Resource Management.
  The sixth-generation (6G) mobile communication systems are anticipated to be operational by 2030, prompting extensive research efforts by governments and private entities. Designed to meet societal, economic, and technological demands unaddressed by fifth-gene…
  pubmed de Faria AJ, Brito JMC, Spadoti DH, Borges RM 2026 置信度 0.82
• Sustainable Development Strategies for RIS-Assisted Mobile Networks.
  europepmc 2026 置信度 0.80
• Double DQN-based secrecy energy efficiency and fairness performance in IRS-assisted NOMA systems with friendly jamming.
  europepmc 2026 置信度 0.80
• 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…
  europepmc 2026 置信度 0.80
• Reconfigurable intelligent surface and UAV coordination for reliable THz wireless networks.
  europepmc 2026 置信度 0.80
• Hybrid RF FSO communication for 6G improving secrecy and performance under composite weibull lognormal fading and turbulence.
  europepmc 2026 置信度 0.80
• A residual-learning MMSE neural detector for 6G MIMO-OTFS systems under diverse channel conditions.
  europepmc 2026 置信度 0.80
• 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 置信度 0.82
• MMU-STCNN-BDQ: a deep reinforcement learning framework for secure and energy-efficient beamforming in 6G mMIMO networks.
  europepmc 2026 置信度 0.80
• 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 置信度 0.82
• Advanced Handover Decision with Mobility Awareness for 5G/6G Mobile Networks in Ultra-Dense and Smart Cities Area.
  europepmc 2026 置信度 0.80
• A survey of the integration between machine learning and artificial intelligence techniques in software-defined networking.
  europepmc 2026 置信度 0.80
• Machine learning-assisted validation of a high-isolation THz MIMO antenna for 6G communication and IoT application.
  europepmc 2026 置信度 0.80
• Hybrid quantum-classical neural networks for low earth orbit satellite communications in 6G.
  europepmc 2026 置信度 0.80
• Machine learning-assisted performance prediction of graphene-silicon twin-port band-notched wideband antenna for THz 6G communication systems.
  europepmc 2026 置信度 0.80
• Machine Learning–Enhanced NOMA With AI- Driven Power Allocation for Multi-RIS Assisted 6G Terahertz Networks
  europepmc 2026 置信度 0.80
• A Cross-Layer Framework Integrating RF and OWC with Dynamic Modulation Scheme Selection for 6G Networks.
  europepmc 2026 置信度 0.80
• Cross-Environment Transfer Learning for Robust mmWave Path Loss Modeling in 6G Wireless Networks
  Abstract Accurate millimeter-wave (mmWave) path loss modeling is critical for 6G and beyond wireless networks but remains challenging due to environment-dependent propagation effects and limited measurement data. This paper proposes a novel cross-environment t…
  europepmc Samba Siva Reddy Mula, Vinay Kumar Pamula 2026 置信度 0.80
• Hybrid Energy and Spectrum Efficient Wireless Network Design for 5G/6G And Wi-Fi 7/8 Applications
  Abstract The migration of wireless communications from 5G to the sixth generation (6G) of cellular communications and next-generation wireless local area networks (Wi-Fi 7/8) has emerged to support ultra-high data rate, massive connectivity, and ultra-low late…
  europepmc Zacheous Aasa, Fanuel Elias, Sunday C. Ekpo 2026 置信度 0.80
• Performance Evaluation of the RoFSO for Next Generation Transmission Systems
  europepmc 2026 置信度 0.80
• Autonomous Resource Orchestration for 6G Space-Air-Ground Networks: A Self- Supervised Learning Approach
  europepmc 2026 置信度 0.80
• 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…
  europepmc 2026 置信度 0.80
• Photonics-Aided 20 m Wireless Transmission of 56-GBaud OFDM Signals at 138 GHz in the D-Band for 6G Applications.
  europepmc 2026 置信度 0.80
• Energy-optimized 6G communication framework with intelligent resource allocation for massive IoT networks.
  This paper proposes an energy-optimized uplink resource allocation framework for 6G massive Internet of Things (IoT) networks assisted by a Simultaneous Transmitting and Reflecting Reconfigurable Intelligent Surface (STAR-RIS). Unlike prior works that optimize…
  pubmed Kamal MM, Ul Abideen SZ, Sheraz M, Khan H 等 2026 置信度 0.82
• Joint optimization of HBS 3D trajectory and power allocation transmission for energy- efficient NOMA downlink in 6G networks.
  europepmc 2026 置信度 0.80
• Advancing 6G Ultra-Low-Latency Communications with the Quantum Burst Protocol and Stateless, Quantum-Lite Encryption
  europepmc 2026 置信度 0.80
• Generative Foundation Models for Autonomous 6G Edge Intelligence
  europepmc 2026 置信度 0.80
• Improving QoS for streaming data transmission over 6G networks using reconfigurable intelligent surfaces (RIS).
  europepmc 2026 置信度 0.80
• An AI-Driven Network Optimization Framework for the Transition from 5G to 6G
  europepmc 2026 置信度 0.80
• A unified AI-driven framework for quantum-secured 6G THz networks with intelligent reflecting surfaces and federated edge learning.
  The main contribution of this manuscript is an innovative framework for integrating Artificial Intelligence (AI) in 6G wireless systems. With increased complexity, including bursty traffic, network complexity, and dynamic variability, there is a need for intel…
  europepmc 2025 置信度 0.80
• Spectrum Sensing Enhancement of Cognitive Radio by Wavelet Packet Transform Based Energy Detector with Denoising
  europepmc 2026 置信度 0.80
• Comparing the uplink performance of 3D and 2D antenna models in THz networks in the presence of joint human and wall blockages.
  europepmc 2026 置信度 0.80
• Interchangeable Sensing Scheduling for Joint Spectrum Allocation in Edge-Native 5G-Advanced and 6G Networks: A Pareto-Optimal Service Framework
  europepmc 2026 置信度 0.80
• Higher-Order Markov Model-Based Analysis of Reinforcement Learning in 6G Mobile Retrial Queueing Systems.
  europepmc 2025 置信度 0.80
• 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 置信度 0.82
• Real-Time Efficient Beam Selection in O-RAN mmWave Framework Using a Lightweight Neural Network
  europepmc 2026 置信度 0.80
• Hybrid ray-tracing-QuaDRiGa/FDTD method for realistic 28 GHz exposure with 6G CF-MaMIMO in 3D outdoor environments.
  europepmc 2026 置信度 0.80
• SHIFT-MAB: Fair and Mobility-Aware Handover Control for 6G Fully Decoupled RANs.
  Fully decoupled radio access networks (FD-RANs) achieve spectral efficiency and coverage flexibility for 6G via independent uplink (UL) and downlink (DL) base station operation, yet dynamic user mobility brings critical challenges to joint user association and…
  europepmc 2026 置信度 0.80
• 6G conditioned spatiotemporal graph neural networks for real time traffic flow prediction.
  europepmc 2026 置信度 0.80
• A mask-based peak-to-average power ratio reduction scheme for affine frequency division multiplexing systems using Volterra Series-Driven PolyNet.
  europepmc 2026 置信度 0.80
• 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…
  europepmc Madeeha Aman, Ghani Ur Rehman, Muhammad Zubair, Ahmed S. Alfakeeh 等 2026 置信度 0.80 Computer scienceResource allocationInterference (communication)Power (physics)Resource (disambiguation)
• Design of Reliable, Resilient, and Robust Architecture and Control for Next-Generation Optical-Wireless Networks.
  europepmc 2026 置信度 0.80
• Integrating fixed and mobile coherent optical access networks for unified broadband services.
  europepmc 2026 置信度 0.80
• Semantic Communication Based on Slot Attention for MIMO Transmission in 6G Smart Factories.
  europepmc 2026 置信度 0.80
• 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 置信度 0.82
• Design of MIMO antenna for 6G applications supported by fractal geometry.
  europepmc 2026 置信度 0.80
• Deep Learning Inverse Design of Phase-Change Reconfigurable Terahertz Metadevices for Multidimensional Secure Communication.
  europepmc 2026 置信度 0.80
• Artificial intelligence-based intrusion detection and secure communication model for sustainable 6G-IoT networks.
  Intrusion detection systems (IDS) play a crucial role in safeguarding Internet of Things (IoT) systems by detecting and identifying malicious or unauthorized activities. The rapid proliferation of IoT devices has increased the requirement for robust network se…
  europepmc Mohammed Assiri 2026 置信度 0.80 Computer scienceIntrusion detection systemFeature selectionMachine learningArtificial intelligence
• SDN-Oriented 6G Industrial IoT Architecture Design and Application to Optimal RIS Placement and Selection.
  europepmc 2026 置信度 0.80
• ISAC Meets LLMs: Advancing from Sensing to Reasoning with Foundation Models and Flexible Intelligent Metasurfaces
  europepmc 2026 置信度 0.80
• Robust ISAC based framework for location estimation and target detection in 6G networks.
  europepmc 2026 置信度 0.80
• Modified prioritized DDPG algorithm for joint beamforming and RIS phase optimization in MISO downlink systems.
  europepmc 2026 置信度 0.80
• Metacrystals: inversely-designed 3D-printed intelligent panels for 6G communications.
  europepmc 2026 置信度 0.80
• Parasitically coupled 16-port massive MIMO antenna for mmWave applications.
  europepmc 2026 置信度 0.80
• Quantum Microwave Illumination Protocols Enhancing Low-Power Radar Detection in Noisy Wireless Environments
  europepmc 2026 置信度 0.80
• Performance analysis of concatenated Reed-Solomon and next generation polar codes for 6G communication systems.
  Burst errors are common in high data rate communication, such as in the Six-Generation (6G) communication system, which degrades its ultra-high reliability requirements. In this study, we have demonstrated how Reed-Solomon codes can be combined with Fifth-Gene…
  europepmc Edom Wondimu, Pushparaghavan Annamalai, Fikreselam Gared Mengistu 2025 置信度 0.80 Computer scienceReed–Solomon error correctionPolarTelecommunicationsConcatenated error correction code
• On the Security of Cell-Free Massive MIMO Networks.
  europepmc 2026 置信度 0.80
• Setting 6G KPIs for Diverse Future Use Cases: A Comprehensive Study of Emerging Standards, Technologies, and Societal Needs
  The next generation of wireless communication, 6G, promises a leap beyond the advances of 5G, aiming not only to increase speed but also to redefine how people, machines, and environments interact. This paper examines the evolution from 5G Advanced to 6G throu…
  europepmc 2025 置信度 0.80
• Circular MIMO antenna with ML-based bandwidth and isolation prediction for 6G communications.
  europepmc 2026 置信度 0.80
• LSTM-based equalizer with multi-head attention and gating mechanism for 2 × 2 MIMO photonics-assisted THz wireless system.
  europepmc 2025 置信度 0.80
• 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…
  europepmc Patrícia Rodrigues de Araújo, José Antonio Moreira de Rezende, Décio R. M. Faria, Otávio de Souza Martins Gomes 2026 置信度 0.80 Spoofing attackComputer securityComputer scienceResilience (materials science)Reliability (semiconductor)
• Hybrid Machine Learning based Optimization with Beamforming of 6G Mobile Radio Network for LEO Satellite base station in Urban Areas
  europepmc 2025 置信度 0.80
• Bio-hybrid 6G networks with synthetic biology-enabled base stations for energy-autonomous telecommunications.
  The rapid evolution of wireless communications toward 6G networks has intensified concerns about sustainability, as ultra-dense deployments of small-cell base stations demand unprecedented levels of energy. Meeting this demand with conventional grid power risk…
  europepmc 2025 置信度 0.80
• 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…
  europepmc Asad Alam, Asif Umer, Insaf Ullah, Ahmed Alsayat 2026 置信度 0.80 Computer scienceComputer securityInteroperabilityBenchmarkingSoftware deployment
• 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 tangent tanδ = 0.00…
  europepmc Md Ashraful Haque, Md Shoaib Akhter, Isha Das, Toufiq Uz Zaman 等 2026 置信度 0.80 Computer scienceAntenna (radio)Random forestMachine learningArtificial intelligence
• Swarm and Evolutionary Intelligence Algorithms for 6G Network Optimization
  Abstract This paper investigates the application of artificial intelligence (AI) and sixth generation (6G) wireless technology, highlighting their ability to revolutionize next generation cellular telecommunications. Specifically, this research addresses the c…
  europepmc Emna Hajlaoui 2025 置信度 0.80
• Indoor positioning with multi-domain CSI-based deep attention networks for MIMO wireless systems.
  europepmc 2026 置信度 0.80