Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays
Fuente:
arXiv
Saved in:
| Main Authors: | Hu, Yunqiao, Sun, Shunqiao, Zhang, Yimin D. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enhancing Off-Grid One-Bit DOA Estimation with Learning-Based Sparse Bayesian Approach for Non-Uniform Sparse Array
by: Hu, Yunqiao, et al.
Published: (2024)
by: Hu, Yunqiao, et al.
Published: (2024)
Advancing Single-Snapshot DOA Estimation with Siamese Neural Networks for Sparse Linear Arrays
by: Zheng, Ruxin, et al.
Published: (2025)
by: Zheng, Ruxin, et al.
Published: (2025)
Single-Snapshot Localization Using Sparse Extremely Large Aperture Arrays
by: Hu, Yunqiao, et al.
Published: (2025)
by: Hu, Yunqiao, et al.
Published: (2025)
Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays
by: Zheng, Ruxin, et al.
Published: (2024)
by: Zheng, Ruxin, et al.
Published: (2024)
Automotive Radar Sensing with Sparse Linear Arrays Using One-Bit Hankel Matrix Completion
by: Eamaz, Arian, et al.
Published: (2023)
by: Eamaz, Arian, et al.
Published: (2023)
Deep Frequency Attention Networks for Single Snapshot Sparse Array Interpolation
by: Zheng, Ruxin, et al.
Published: (2025)
by: Zheng, Ruxin, et al.
Published: (2025)
Collaborative Automotive Radar Sensing via Mixed-Precision Distributed Array Completion
by: Eamaz, Arian, et al.
Published: (2024)
by: Eamaz, Arian, et al.
Published: (2024)
One-Bit-Aided Modulo Sampling for DOA Estimation
by: Zhang, Qi, et al.
Published: (2023)
by: Zhang, Qi, et al.
Published: (2023)
Spatial Angular Pseudo-Derivative Search: A Single Snapshot Super-resolution Sparse DOA Scheme with Potential for Practical Application
by: Bai, Longxin, et al.
Published: (2026)
by: Bai, Longxin, et al.
Published: (2026)
FDR Control for Complex-Valued Data with Application in Single Snapshot Multi-Source Detection and DOA Estimation
by: Scheidt, Fabian, et al.
Published: (2026)
by: Scheidt, Fabian, et al.
Published: (2026)
SDOA-Net: An Efficient Deep Learning-Based DOA Estimation Network for Imperfect Array
by: Chen, Peng, et al.
Published: (2022)
by: Chen, Peng, et al.
Published: (2022)
Joint DOA and Non-circular Phase Estimation of Non-circular Signals for Antenna Arrays: Block Sparse Bayesian Learning Method
by: Shen, Zihan, et al.
Published: (2026)
by: Shen, Zihan, et al.
Published: (2026)
DOA Estimation via Continuous Aperture Arrays: MUSIC and CRLB
by: Si, Haonan, et al.
Published: (2025)
by: Si, Haonan, et al.
Published: (2025)
Uncertainty-Weighted Multi-Task CNN for Joint DoA and Rain-Rate Estimation Under Rain-Induced Array Distortions
by: Yan, Chenyang, et al.
Published: (2026)
by: Yan, Chenyang, et al.
Published: (2026)
A Deep Learning based Signal Dimension Estimator with Single Snapshot Signal in Phased Array Radar Application
by: Ma, Yugang, et al.
Published: (2025)
by: Ma, Yugang, et al.
Published: (2025)
Compressive Toeplitz Covariance Estimation From Few-Bit Quantized Measurements With Applications to DOA Estimation
by: Xu, Hongwei, et al.
Published: (2025)
by: Xu, Hongwei, et al.
Published: (2025)
Fast Single-Snapshot Harmonic Recovery with 2D Sparse Arrays using BCCB Matrices
by: Klioui, Youval
Published: (2025)
by: Klioui, Youval
Published: (2025)
The Future is Fluid: Revolutionizing DOA Estimation with Sparse Fluid Antennas
by: Xu, He, et al.
Published: (2025)
by: Xu, He, et al.
Published: (2025)
DOA Estimation-Oriented Joint Array Partitioning and Beamforming Designs for ISAC Systems
by: Liu, Rang, et al.
Published: (2024)
by: Liu, Rang, et al.
Published: (2024)
CRB Analysis for Mixed-ADC Based DOA Estimation
by: Zhang, Xinnan, et al.
Published: (2024)
by: Zhang, Xinnan, et al.
Published: (2024)
Joint DOA and Attitude Sensing Based on Tri-Polarized Continuous Aperture Array
by: Si, Haonan, et al.
Published: (2025)
by: Si, Haonan, et al.
Published: (2025)
BeamSeek: Deep Learning-based DOA Estimation for Low-Complexity mmWave Phased Arrays
by: Sharma, Arav, et al.
Published: (2025)
by: Sharma, Arav, et al.
Published: (2025)
An Fluid Antenna Array-Enabled DOA Estimation Method: End-Fire Effect Suppression
by: Ren, Jiaji, et al.
Published: (2025)
by: Ren, Jiaji, et al.
Published: (2025)
Low-Rank and Row-Sparse Decomposition for Joint DOA Estimation and Distorted Sensor Detection
by: Huang, Huiping, et al.
Published: (2022)
by: Huang, Huiping, et al.
Published: (2022)
Geometric Direction Finding on Dynamic Manifolds: Unambiguous DOA Estimation for Spatially Undersampled UWB Arrays
by: Tian, Kailun, et al.
Published: (2026)
by: Tian, Kailun, et al.
Published: (2026)
TransDOA: Calibrating Array Imperfections via Transformer-based Transfer Learning
by: Zhou, Bo, et al.
Published: (2025)
by: Zhou, Bo, et al.
Published: (2025)
Resonant Beam Multi-Target DOA Estimation
by: Guo, Yixuan, et al.
Published: (2024)
by: Guo, Yixuan, et al.
Published: (2024)
Utilizing Missed Detections in Directional Sensitivity-Based DOA Estimation
by: Zetterqvist, Gustav, et al.
Published: (2026)
by: Zetterqvist, Gustav, et al.
Published: (2026)
Partial Relaxation Approach: An Eigenvalue-Based DOA Estimator Framework
by: Trinh-Hoang, Minh, et al.
Published: (2017)
by: Trinh-Hoang, Minh, et al.
Published: (2017)
Deep Learning-Enabled One-Bit DoA Estimation
by: Yeganegi, Farhang, et al.
Published: (2024)
by: Yeganegi, Farhang, et al.
Published: (2024)
Joint Frequency-Space Sparse Reconstruction for DOA Estimation under Coherent Sources and Amplitude-Phase Errors
by: Chen, Yutong, et al.
Published: (2025)
by: Chen, Yutong, et al.
Published: (2025)
Non-uniform Array and Frequency Spacing for Regularization-free Gridless DOA
by: Wu, Yifan, et al.
Published: (2024)
by: Wu, Yifan, et al.
Published: (2024)
Signal Processing Challenges in Automotive Radar
by: Rao, Sandeep, et al.
Published: (2025)
by: Rao, Sandeep, et al.
Published: (2025)
T-ADD: Enhancing DOA Estimation Robustness Against Adversarial Attacks
by: Zheng, Shilian, et al.
Published: (2025)
by: Zheng, Shilian, et al.
Published: (2025)
Markovian Block Sparse Signal Detection Using One Bit Measurements
by: Hariri, Alireza, et al.
Published: (2024)
by: Hariri, Alireza, et al.
Published: (2024)
Enhanced Automotive Radar Collaborative Sensing By Exploiting Constructive Interference
by: Xu, Lifan, et al.
Published: (2024)
by: Xu, Lifan, et al.
Published: (2024)
Impact of Model Mismatch on DOA Estimation with MUSIC: Near-Field and Far-Field
by: Emenonye, Don-Roberts, et al.
Published: (2025)
by: Emenonye, Don-Roberts, et al.
Published: (2025)
Underdetermined DOA Estimation of Off-Grid Sources Based on the Generalized Double Pareto Prior
by: Huang, Yongfeng, et al.
Published: (2024)
by: Huang, Yongfeng, et al.
Published: (2024)
Self-Calibration DOA Estimation for Movable Antenna Systems with Antenna Position Errors
by: Ye, Chengzhi, et al.
Published: (2026)
by: Ye, Chengzhi, et al.
Published: (2026)
From Partial Calibration to Full Potential: A Two-Stage Sparse DOA Estimation for Incoherently-Distributed Sources with Gain-Phase Uncertainty
by: Xu, He, et al.
Published: (2025)
by: Xu, He, et al.
Published: (2025)
Similar Items
-
Enhancing Off-Grid One-Bit DOA Estimation with Learning-Based Sparse Bayesian Approach for Non-Uniform Sparse Array
by: Hu, Yunqiao, et al.
Published: (2024) -
Advancing Single-Snapshot DOA Estimation with Siamese Neural Networks for Sparse Linear Arrays
by: Zheng, Ruxin, et al.
Published: (2025) -
Single-Snapshot Localization Using Sparse Extremely Large Aperture Arrays
by: Hu, Yunqiao, et al.
Published: (2025) -
Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays
by: Zheng, Ruxin, et al.
Published: (2024) -
Automotive Radar Sensing with Sparse Linear Arrays Using One-Bit Hankel Matrix Completion
by: Eamaz, Arian, et al.
Published: (2023)