Imagen de Portada

GS-SBL: Bridging Greedy Pursuit and Sparse Bayesian Learning for Efficient 3D Wireless Channel Modeling

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Rahman, Mushfiqur, Guvenc, Ismail, Matolak, David
Formato:	Preprint
Publicado:	2026
Materias:	Signal Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Platform-Aware Channel Knowledge Mapping via Mutual Antenna Pattern Learning in 3D Wireless Links
por: Rahman, Mushfiqur, et al.
Publicado: (2025)

UAV-Assisted Coverage Hole Detection Using Reinforcement Learning in Urban Cellular Networks
por: Rahman, Mushfiqur, et al.
Publicado: (2025)

3D Spectrum Awareness for Radio Dynamic Zones Using Kriging and Matrix Completion
por: Rahman, Mushfiqur, et al.
Publicado: (2026)

Bridging Simulation and Reality: A 3D Clustering-Based Deep Learning Model for UAV-Based RF Source Localization
por: Masrur, Saad, et al.
Publicado: (2025)

UAV-Based 3D Spectrum Sensing: Insights on Altitude, Bandwidth, Trajectory, and Effective Antenna Patterns on REM Reconstruction
por: Rahman, Mushfiqur, et al.
Publicado: (2026)

Rank and Condition Number Analysis for UAV MIMO Channels Using Ray Tracing
por: Lee, Donggu, et al.
Publicado: (2023)

Elevation- and Tilt-Aware Shadow Fading Correlation Modeling for UAV Communications
por: Rahman, Mushfiqur, et al.
Publicado: (2025)

Propagation Channel Modeling for LEO Satellite Missions Using Ray-Tracing Simulations
por: Khawaja, Wahab, et al.
Publicado: (2025)

Altitude-Dependent Cellular Spectrum Occupancy: from Measurements to Stochastic Geometry Models
por: Maeng, Sung Joon, et al.
Publicado: (2024)

Predicting Lifespan of Ground-to-Air Multipath Components in mmWave UAV Channels
por: Khawaja, Wahab, et al.
Publicado: (2025)

Beyond Path Loss: Altitude-Dependent Spectral Structure Modeling for UAV Measurements
por: Raouf, Amir Hossein Fahim, et al.
Publicado: (2026)

Inter-Year Transfer of Altitude-Dependent Spectrum Activity Models Using Minimal Calibration
por: Raouf, Amir Hossein Fahim, et al.
Publicado: (2026)

UAV Corridor Coverage Analysis with Base Station Antenna Uptilt and Strongest Signal Association
por: Maeng, Sung Joon, et al.
Publicado: (2024)

Adaptive and Self-Tuning SBL with Total Variation Priors for Block-Sparse Signal Recovery
por: Djelouat, Hamza, et al.
Publicado: (2025)

Energy-Efficient Sleep Mode Optimization of 5G mmWave Networks Using Deep Contextual MAB
por: Masrur, Saad, et al.
Publicado: (2024)

Joint Activity Detection and Channel Estimation for Massive Random Access Using SBL and SCA
por: Ollila, Esa, et al.
Publicado: (2026)

DM-SBL: Channel Estimation under Structured Interference
por: Wang, Yifan, et al.
Publicado: (2024)

Multi-Year Spectral Structure of 6G Candidate Bands at 2.7 GHz and 4.4 GHz
por: Raouf, Amir Hossein Fahim, et al.
Publicado: (2026)

Impact of Altitude, Bandwidth, and NLOS Bias on TDOA-Based 3D UAV Localization: Experimental Results and CRLB Analysis
por: Dickerson, Cole, et al.
Publicado: (2025)

Stochastic Geometry Analysis of Asymmetric Uplink Interference for Urban UAV-RC Networks
por: Lee, Donggu, et al.
Publicado: (2025)

Sparse Bayesian Learning-Based Hierarchical Construction for 3D Radio Environment Maps Incorporating Channel Shadowing
por: Jie, Wang, et al.
Publicado: (2024)

TransfoREM: Transformer aided 3D Radio Environment Mapping
por: Reddy, Gautham, et al.
Publicado: (2026)

General Pruning Criteria for Fast SBL
por: Möderl, Jakob, et al.
Publicado: (2025)

Sparse Bayesian Generative Modeling for Joint Parameter and Channel Estimation
por: Böck, Benedikt, et al.
Publicado: (2025)

Transforming Indoor Localization: Advanced Transformer Architecture for NLOS Dominated Wireless Environments with Distributed Sensors
por: Masrur, Saad, et al.
Publicado: (2025)

Cross-Predictive Sparse Bayesian Learning with Application to XL-MIMO Channel Estimation
por: Arjas, Arttu, et al.
Publicado: (2026)

Confined Orthogonal Matching Pursuit for Sparse Random Combinatorial Matrices
por: Zhao, Xinwei, et al.
Publicado: (2025)

XFreq-GS: Cross-Frequency Wireless Radiation Field Reconstruction with 3D Gaussian Splatting
por: Wang, Sheng, et al.
Publicado: (2026)

Wireless Channel Modeling for Machine Learning -- A Critical View on Standardized Channel Models
por: Böck, Benedikt, et al.
Publicado: (2025)

Site-Specific Radio Channel Representation for 5G and 6G
por: Zemen, Thomas, et al.
Publicado: (2024)

Nonlinear Sparse Bayesian Learning Methods with Application to Massive MIMO Channel Estimation with Hardware Impairments
por: Arjas, Arttu, et al.
Publicado: (2025)

Enhanced Sparse Bayesian Learning Methods with Application to Massive MIMO Channel Estimation
por: Arjas, Arttu, et al.
Publicado: (2025)

Gaussian Mixture Model Based Bayesian Learning for Sparse Channel Estimation in Orthogonal Time Frequency Space Modulated Systems
por: Gehlot, Surbhi, et al.
Publicado: (2026)

Physics-Informed Generative Approaches for Wireless Channel Modeling
por: Wagle, Satyavrat, et al.
Publicado: (2025)

On A Class of Greedy Sparse Recovery Algorithms
por: Li, Gang, et al.
Publicado: (2024)

Joint Phase Noise and Off-Grid Channel Estimation for AFDM Systems via Sparse Bayesian Learning
por: Xu, You, et al.
Publicado: (2026)

Phasor-Pursuit Directional Modulation
por: Couto, David, et al.
Publicado: (2025)

Height-Dependent Spectrum Activity Measurements and Modeling: A Case Study with FM Radio Bands
por: Maeng, Sung Joon, et al.
Publicado: (2026)

Revisiting CHAMPAGNE: Sparse Bayesian Learning as Reweighted Sparse Coding
por: Sechet, Dylan, et al.
Publicado: (2025)

Adaptive Structured Sparse Bayesian Learning for Near-Field Non-Stationary Channel Estimation in XL-MIMO Systems
por: Feng, Qingxia, et al.
Publicado: (2026)