Cover Image

Hierarchical Deep Learning for Joint Turbulence and PE Estimation in Multi-Aperture FSO Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dabiri, Mohammad Taghi, Ghanbari, Meysam, Ammuri, Rula, Hasna, Mazen, Qaraqe, Khalid
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AI Assisted Next Gen Outdoor Optical Networks: Camera Sensing for Monitoring and User Localization
by: Ghanbari, Meysam, et al.
Published: (2025)

QoS- and Physics-Aware Routing in Optical LEO Satellite Networks via Deep Reinforcement Learning
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

Learning-Driven Dual-Line Laser Scanning for Fast and Accurate LEO Satellite Positioning
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

CV Quantum Communications with Angular Rejection Filtering: Modeling and Security Analysis
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

Balancing Decentralized Trust and Physical Evidence: A Blockchain-Physical Layer Co-Design for Real-Time 3D Prioritization in Disaster Zones
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

Deep Learning Surrogate for Fast CIR Prediction in Reactive Molecular Diffusion Advection Channels
by: Ghanbari, Meysam, et al.
Published: (2025)

Towards City-Scale Quantum Timing: Wireless Synchronization via Quantum Hubs
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

MRR-Based Line-Laser Scanning for Reliable Vehicular Positioning and Optical Communication
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

All-Optical Inter-Satellite Relays with Intelligent Beam Control: Harnessing Liquid Lenses and Optical Hard Limiters
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

LoS Coverage Analysis for UAV-based THz Communication Networks: Towards 3D Visualization of Wireless Networks
by: Dabiri, Mohammad Taghi, et al.
Published: (2024)

Optimizing UAV Trajectory for Emergency Response Operations under Real 3D Environments: Integrating Priority Levels and LoS Constraints
by: Dabiri, Mohammad Taghi, et al.
Published: (2024)

Modulating Retroreflector-based Satellite-to-Ground Optical Communications: Sensing and Positioning
by: Dabiri, Mohammad Taghi, et al.
Published: (2024)

Physical Limits of Entanglement-Based Quantum Key Distribution over Long-Distance Satellite Links
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

A Unified Framework for UAV-Based Free-Space Quantum Links: Beam Shaping and Adaptive Field-of-View Control
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

Compact Analytical Model for Real-Time Evaluation of OAM-Based Inter-Satellite Links
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)

When Future Communications Shift Toward Narrow Beams: A Forward Looking Survey on Pointing Errors and Alignment Limits
by: Ghanbari, Meysam, et al.
Published: (2025)

On the Secrecy Enhancement of an Integrated Ground-Aerial Network with a Hybrid FSO/THz Feeder Link
by: Illi, Elmehdi, et al.
Published: (2024)

CubeSat-Enabled Free-Space Optics: Joint Data Communication and Fine Beam Tracking
by: Safi, Hossein, et al.
Published: (2024)

RIDNet Assisted cGAN Based Channel Estimation for One-Bit ADC mmWave MIMO Systems
by: Karakoca, Erhan, et al.
Published: (2023)

Blind SNR Estimation for FSO Communication Systems with Deep Fading
by: Melo, Humberto V. Q., et al.
Published: (2026)

On Error Rate Approximations for FSO Systems with Weak Turbulence and Pointing Errors
by: Roa, Carmen Álvarez, et al.
Published: (2025)

A Simple BER Expression for FSO Systems with Weak Turbulence and Pointing Errors
by: Roa, C. Álvarez, et al.
Published: (2025)

Deep Learning for Beamforming in Multi-User Continuous Aperture Array (CAPA) Systems
by: Guo, Jia, et al.
Published: (2024)

On Irradiance Distributions for Weakly Turbulent FSO Links: Log-Normal vs. Gamma-Gamma
by: Roa, Carmen Álvarez, et al.
Published: (2025)

Adaptive Probabilistic Constellation Shaping based on Enumerative Sphere Shaping for FSO Channel with Turbulence and Pointing Errors
by: Liu, Jingtian, et al.
Published: (2025)

A BFF-Based Attention Mechanism for Trajectory Estimation in mmWave MIMO Communications
by: Shamsesalehi, Mohammad, et al.
Published: (2024)

Joint Quantization and Pruning Neural Networks Approach: A Case Study on FSO Receivers
by: Obeed, Mohanad, et al.
Published: (2025)

Joint Estimation of Multiple RF Impairments Using Deep Multi-Task Learning
by: Aygul, Mehmet Ali, et al.
Published: (2021)

Meijer-G Function with Continued Product and Integer Exponent: Performance of Multi-Aperture UOWC System over EGG Turbulence
by: Kumar, Arvind, et al.
Published: (2024)

A Deep Multi-Task Learning Approach to Impulsive Noise Parameter Estimation
by: Mohammad, Abdullahi, et al.
Published: (2025)

Delay Dispersion in IRS-assisted FSO Links
by: Ajam, Hedieh, et al.
Published: (2024)

Deep Learning for Joint Channel Estimation and Feedback in Massive MIMO Systems
by: Guo, Jiajia, et al.
Published: (2020)

Mutual Coupling-Aware Beamforming in Multi-User Continuous Aperture Array Systems
by: Ye, Junjie, et al.
Published: (2026)

Joint DOA and Attitude Sensing Based on Tri-Polarized Continuous Aperture Array
by: Si, Haonan, et al.
Published: (2025)

High-rate Reliable Communication using Multi-hop and Mesh THz/FSO Networks
by: Singya, Praveen Kumar, et al.
Published: (2023)

Direct Uplink Connectivity in Space MIMO Systems with THz and FSO Inter-Satellite Links
by: Bakhsh, Zohre Mashayekh, et al.
Published: (2025)

DOA Estimation via Continuous Aperture Arrays: MUSIC and CRLB
by: Si, Haonan, et al.
Published: (2025)

Multi-User Continuous-Aperture Array Communications: How to Learn Current Distribution?
by: Guo, Jia, et al.
Published: (2024)

Joint Near-Field Sensing and Visibility Region Detection with Extremely Large Aperture Arrays
by: Huang, Huiping, et al.
Published: (2025)

Hybrid FSO and RF Lunar Wireless Power Transfer
by: Donmez, Baris, et al.
Published: (2025)