Adaptive and Self-Tuning SBL with Total Variation Priors for Block-Sparse Signal Recovery
Fuente:
arXiv
Saved in:
| Main Authors: | Djelouat, Hamza, Leinonen, Reijo, Sillanpää, Mikko J., Rao, Bhaskar D., Juntti, Markku |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Low-Complexity Near-Field Channel Estimation for Hybrid RIS Assisted Systems
by: Schroeder, Rafaela, et al.
Published: (2024)
by: Schroeder, Rafaela, et al.
Published: (2024)
Positioning via Probabilistic Graphical Models in RIS-Aided Systems with Channel Estimation Errors
by: Tercas, Leonardo, et al.
Published: (2025)
by: Tercas, Leonardo, et al.
Published: (2025)
Sequential MAP Parametric OFDM Channel Estimation for Joint Sensing and Communication
by: Pinto, Enrique T. R., et al.
Published: (2024)
by: Pinto, Enrique T. R., et al.
Published: (2024)
Doppler-Robust Maximum Likelihood Parametric Channel Estimation for Multiuser MIMO-OFDM
by: Pinto, Enrique T. R., et al.
Published: (2024)
by: Pinto, Enrique T. R., et al.
Published: (2024)
Hierarchically Block-Sparse Recovery With Prior Support Information
by: Lu, Liyang, et al.
Published: (2025)
by: Lu, Liyang, et al.
Published: (2025)
Joint Beamforming Design and Bit Allocation in Massive MIMO with Resolution-Adaptive ADCs
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Switch-based Hybrid Beamforming Transceiver Design for Wideband Communications with Beam Squint
by: Ma, Mengyuan, et al.
Published: (2022)
by: Ma, Mengyuan, et al.
Published: (2022)
Block-Sparse Tensor Recovery
by: Lu, Liyang, et al.
Published: (2024)
by: Lu, Liyang, et al.
Published: (2024)
Deep Reinforcement Learning for Hybrid RIS Assisted MIMO Communications
by: Tran, Phuong Nam, et al.
Published: (2026)
by: Tran, Phuong Nam, et al.
Published: (2026)
Exploring the Near and Far-Field Coexistence for RIS-Assisted ISAC Systems: An Adaptive Bandwidth Splitting Approach
by: Yoo, Seonghoon, et al.
Published: (2025)
by: Yoo, Seonghoon, et al.
Published: (2025)
Low-Complexity Cramér-Rao Lower Bound and Sum Rate Optimization in ISAC Systems
by: Fang, Tianyu, et al.
Published: (2025)
by: Fang, Tianyu, et al.
Published: (2025)
Beamforming Design for Max-Min Fairness Performance Balancing in ISAC Systems
by: Fang, Tianyu, et al.
Published: (2024)
by: Fang, Tianyu, et al.
Published: (2024)
Data-Free Knowledge Distillation for LiDAR-Aided Beam Tracking in MmWave Systems
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
AoI-Aware Machine Learning for Constrained Multimodal Sensing-Aided Communications
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
Dynamic Joint Communications and Sensing Precoding Design: A Lyapunov Approach
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
Deep Reinforcement Learning for Dynamic Sensing and Communications
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
Constrained Multimodal Sensing-Aided Communications: A Dynamic Beamforming Design
by: Zakeri, Abolfazl, et al.
Published: (2025)
by: Zakeri, Abolfazl, et al.
Published: (2025)
Hybrid Receiver Design for Massive MIMO-OFDM with Low-Resolution ADCs and Oversampling
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Analysis of Oversampling in Uplink Massive MIMO-OFDM with Low-Resolution ADCs
by: Ma, Mengyuan, et al.
Published: (2023)
by: Ma, Mengyuan, et al.
Published: (2023)
Exploiting Symmetric Non-Convexity for Multi-Objective Symbol-Level DFRC Signal Design
by: Nguyen, Ly V., et al.
Published: (2025)
by: Nguyen, Ly V., et al.
Published: (2025)
Total Variation Sparse Bayesian Learning for Block Sparsity via Majorization-Minimization
by: He, Yanbin, et al.
Published: (2026)
by: He, Yanbin, et al.
Published: (2026)
Multi-Static Cell-Free Massive MIMO ISAC: Performance Analysis and Power Allocation
by: Nguyen, Nhan Thanh, et al.
Published: (2024)
by: Nguyen, Nhan Thanh, et al.
Published: (2024)
Time-Varying Parametric Channel Estimation With CP Decomposition Tensor Processing
by: Pinto, Enrique T. R., et al.
Published: (2026)
by: Pinto, Enrique T. R., et al.
Published: (2026)
Fast Variational Block-Sparse Bayesian Learning
by: Möderl, Jakob, et al.
Published: (2023)
by: Möderl, Jakob, et al.
Published: (2023)
Deep Reinforcement Learning-Based Dynamic Resource Allocation in Cell-Free Massive MIMO
by: Tran, Phuong Nam, et al.
Published: (2026)
by: Tran, Phuong Nam, et al.
Published: (2026)
Performance of UAV-based Cell-free mMIMO ISAC Networks: Tethered vs. Mobile
by: Cabezas, Xavier A. Flores, et al.
Published: (2024)
by: Cabezas, Xavier A. Flores, et al.
Published: (2024)
GS-SBL: Bridging Greedy Pursuit and Sparse Bayesian Learning for Efficient 3D Wireless Channel Modeling
by: Rahman, Mushfiqur, et al.
Published: (2026)
by: Rahman, Mushfiqur, et al.
Published: (2026)
Digital and Hybrid Precoding Designs in Massive MIMO with Low-Resolution ADCs
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Attention-Enhanced Learning for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications
by: Ma, Mengyuan, et al.
Published: (2025)
by: Ma, Mengyuan, et al.
Published: (2025)
Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors: A Deep Learning Methodology
by: Chen, Kuan-Lin, et al.
Published: (2024)
by: Chen, Kuan-Lin, et al.
Published: (2024)
General Pruning Criteria for Fast SBL
by: Möderl, Jakob, et al.
Published: (2025)
by: Möderl, Jakob, et al.
Published: (2025)
Impact of Pointing Error on Coverage Performance of 3D Indoor Terahertz Communication Systems
by: Tang, Zhifeng, et al.
Published: (2026)
by: Tang, Zhifeng, et al.
Published: (2026)
Model-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Terahertz Communications for 6G and Beyond Wireless Networks: Challenges, Key Advancements, and Opportunities
by: Shafie, Akram, et al.
Published: (2022)
by: Shafie, Akram, et al.
Published: (2022)
Bayesian Convolutional Neural Networks for Prior Learning in Graph Signal Recovery
by: Torkamani, Razieh, et al.
Published: (2025)
by: Torkamani, Razieh, et al.
Published: (2025)
Power-Dominance in Estimation Theory: A Third Pathological Axis
by: Bulusu, Sri Satish Krishna Chaitanya, et al.
Published: (2025)
by: Bulusu, Sri Satish Krishna Chaitanya, et al.
Published: (2025)
Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking
by: Ma, Mengyuan, et al.
Published: (2026)
by: Ma, Mengyuan, et al.
Published: (2026)
Frequency-Domain Signal Processing for Spectrally-Enhanced CP-OFDM Waveforms in 5G New Radio
by: Yli-Kaakinen, Juha, et al.
Published: (2020)
by: Yli-Kaakinen, Juha, et al.
Published: (2020)
Markovian Block Sparse Signal Detection Using One Bit Measurements
by: Hariri, Alireza, et al.
Published: (2024)
by: Hariri, Alireza, et al.
Published: (2024)
Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications
by: Ma, Mengyuan, et al.
Published: (2025)
by: Ma, Mengyuan, et al.
Published: (2025)
Similar Items
-
Low-Complexity Near-Field Channel Estimation for Hybrid RIS Assisted Systems
by: Schroeder, Rafaela, et al.
Published: (2024) -
Positioning via Probabilistic Graphical Models in RIS-Aided Systems with Channel Estimation Errors
by: Tercas, Leonardo, et al.
Published: (2025) -
Sequential MAP Parametric OFDM Channel Estimation for Joint Sensing and Communication
by: Pinto, Enrique T. R., et al.
Published: (2024) -
Doppler-Robust Maximum Likelihood Parametric Channel Estimation for Multiuser MIMO-OFDM
by: Pinto, Enrique T. R., et al.
Published: (2024) -
Hierarchically Block-Sparse Recovery With Prior Support Information
by: Lu, Liyang, et al.
Published: (2025)