A fiber channel modeling method based on complex neural networks
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-07595-1
Abstract: Channel modeling plays a pivotal role in the field of communications, particularly in the optical communication networks of backbone communication systems. Recent studies on optical channel modeling have utilized real-valued neural network (RVNN) to extract… read more here.
Keywords: complex valued; modeling method; channel modeling; fiber channel ... See more keywords
A Comprehensive Survey on UAV Communication Channel Modeling
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2933173
Abstract: Unmanned aerial vehicles (UAVs) have stroke great interested both by the academic community and the industrial community due to their diverse military applications and civilian applications. Furthermore, UAVs are also envisioned to be part of… read more here.
Keywords: communication channel; uav communications; ground; channel modeling ... See more keywords
Wireless Transmissions, Propagation and Channel Modelling for IoT Technologies: Applications and Challenges
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3151967
Abstract: The Internet of Things (IoT) has rapidly expanded for a wide range of applications towards a smart future world by connecting everything. As a result, new challenges emerge in meeting the requirements of IoT applications… read more here.
Keywords: wireless; channel; modeling characterization; iot technologies ... See more keywords
Underwater Acoustic Communication Channel Modeling using Reservoir Computing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3177728
Abstract: Underwater acoustic (UWA) communications have been widely used but greatly impaired due to the complicated nature of the underwater environment. In order to improve UWA communications, modeling and understanding the UWA channel is indispensable. However,… read more here.
Keywords: communication channel; channel modeling; underwater acoustic; acoustic communication ... See more keywords
Multiple Ligands Channel Modeling for Finite-Receptor Reversible Reactive Receiver
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2023.3347763
Abstract: The study of molecular communication (MC) receivers with ligand receptors has attracted increasing interest. This receiver design is the most physically relevant, as the ligand–receptor interactions are common in biological systems, and thus suitable for… read more here.
Keywords: receptor; finite receptor; channel modeling; receiver ... See more keywords
Fiber Channel Modeling for Coherent Optical Fiber Communication Systems Using Koopman Neural Operator
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Lightwave Technology"
DOI: 10.1109/jlt.2025.3606506
Abstract: Optical fiber channel modeling plays a vital role in the simulation, design, and performance assessment of optical fiber communication systems. Here, a new deep learning architecture, the Koopman neural operator (KNO) based network is investigated… read more here.
Keywords: channel modeling; communication systems; coherent optical; optical fiber ... See more keywords
Channel Modeling and Parameter Optimization for Hovering UAV-Based Free-Space Optical Links
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2018.2864416
Abstract: Recently, the use of multi-rotor (MR) unmanned aerial vehicles (UAVs) has emerged as a promising solution for establishing flexible free-space optical communication links. We address, in this paper, the accurate channel modeling to assess the… read more here.
Keywords: space optical; channel modeling; uav based; uav uav ... See more keywords
Field Measurement and Channel Modeling Around Wailingding Island for Maritime Wireless Communication
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Antennas and Wireless Propagation Letters"
DOI: 10.1109/lawp.2024.3374788
Abstract: Due to the influence of sparse scattering, wave movement and variable climate, maritime wireless channel modeling is particularly difficult. In this letter, a maritime channel measurement scheme is designed and implemented. A clustering algorithm-based channel… read more here.
Keywords: channel modeling; maritime; measurement; maritime wireless ... See more keywords
A Tutorial on Holographic MIMO Communications—Part I: Channel Modeling and Channel Estimation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2023.3278683
Abstract: By integrating a nearly infinite number of reconfigurable elements into a finite space, a spatially continuous array aperture is formed for holographic multiple-input multiple-output (HMIMO) communications. This three-part tutorial aims for providing an overview of… read more here.
Keywords: communications part; hmimo; channel estimation; channel modeling ... See more keywords
Geometry-Based Channel Modeling for Bistatic Integrated Sensing and Communication Vehicular Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2025.3570773
Abstract: Integrated Sensing and Communication (ISAC) has recently attracted significant attention. Vehicular networks (VNs) require communication links to effectively leverage dynamic information of surrounding vehicles. This necessity renders ISAC particularly suitable for vehicular applications, as it… read more here.
Keywords: sensing communication; channel modeling; geometry; vehicular networks ... See more keywords
ChannelGAN: Deep Learning-Based Channel Modeling and Generating
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2021.3140102
Abstract: The increasing complexity on channel modeling and the cost on collecting plenty of high-quality wireless channel data have become the main bottlenecks of developing deep learning (DL) based wireless communications. In this letter, a DL-based… read more here.
Keywords: modeling generating; channel modeling; based channel; deep learning ... See more keywords