Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors: A Deep Learning Methodology
☆18Mar 18, 2025Updated 11 months ago
Alternatives and similar repositories for SubspaceRepresentationLearning
Users that are interested in SubspaceRepresentationLearning are comparing it to the libraries listed below
Sorting:
- ☆19Jan 9, 2023Updated 3 years ago
- A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation☆34Feb 21, 2023Updated 3 years ago
- MATLAB code for the coarray tensor completion-based 2-D DOA estimation algorithm☆22Jul 3, 2024Updated last year
- Codes and Slides (pending) for JSAC paper "Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems"☆28Mar 6, 2025Updated 11 months ago
- This is an PyTorch implementation Deep Learning based DOA Estimation☆22Oct 14, 2025Updated 4 months ago
- Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays☆39May 9, 2024Updated last year
- A novel direction-of-arrival (DOA) estimation method based on deep complex-valued networks with sparse prior☆49Mar 15, 2025Updated 11 months ago
- Matlab codes for the paper “Distributed multi-stream beamforming in MIMO multi-relay interference networks,” by C. M. Yetis and R. Y. Cha…☆14Feb 9, 2025Updated last year
- Federated Unfolding Learning for CSI Feedback in Distributed Edge Networks☆10Jul 7, 2024Updated last year
- ☆20Dec 4, 2024Updated last year
- Implementation of the paper "On the Asymptotic Mean Square Error Optimality of Diffusion Models."☆14May 14, 2025Updated 9 months ago
- demo code for our TWC paper, Hybrid Spherical- and Planar-Wave Channel Modeling and Estimation for Terahertz Integrated UM-MIMO and IRS S…☆16Apr 25, 2024Updated last year
- Simulation code for V. Kumar, M. Chafii, A. L. Swindlehurst, L. -N. Tran and M. F. Flanagan, "SCA-Based Beamforming Optimization for IRS-…☆20Nov 1, 2024Updated last year
- Implementation of the Paper "Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models".☆14Mar 5, 2024Updated last year
- ☆11Nov 1, 2023Updated 2 years ago
- ☆14Mar 6, 2024Updated last year
- graduation project by Guanxiong Shen, Heriot-watt University☆15Apr 5, 2019Updated 6 years ago
- Reproduction and Parameterisation of microphone Array room Impulse Responses (REPAIR)☆16May 18, 2023Updated 2 years ago
- ☆15May 29, 2025Updated 9 months ago
- ☆14May 27, 2023Updated 2 years ago
- The source code for the paper☆18Dec 15, 2022Updated 3 years ago
- Wideband Beamforming for RIS Assisted Near-Field Communications☆19Nov 12, 2024Updated last year
- ☆18Jan 24, 2024Updated 2 years ago
- ☆14Sep 15, 2022Updated 3 years ago
- This project is to use deep neural network for channel estimation in MIMO communication systems☆19Jun 11, 2019Updated 6 years ago
- DOA etimation algorithms implemented in Python for ULA, UCA and broadband/wideband DOA estimation☆45Dec 22, 2025Updated 2 months ago
- ☆68Dec 2, 2024Updated last year
- ☆19Jun 12, 2024Updated last year
- ☆17Feb 7, 2025Updated last year
- This repository implements the model which presented in "Deep Networks for direction of arrival estimation in low snr" paper, IEEE 2021. …☆19Sep 18, 2023Updated 2 years ago
- Simulation code for our paper: "Optimal Beamforming Structure and Efficient Designs for CRLB Optimization in ISAC Systems".☆25Dec 9, 2025Updated 2 months ago
- ☆17Jun 2, 2022Updated 3 years ago
- Spatially Separable Attention Transformer Network implemented in Pytorch☆21May 14, 2023Updated 2 years ago
- NUV-EM based sparsity recovery and DoA estimation☆17Oct 25, 2023Updated 2 years ago
- 水下目标方位估计算法，包括：基于常规波束形成的时间窗方法以及基于卷积神经网络的时间窗方法☆20Jul 8, 2025Updated 7 months ago
- Official repository of the work "Speaker Distance Estimation in Enclosures from Single-Channel Audio" published to IEEE/ACM Transactions …☆30Nov 18, 2025Updated 3 months ago
- Code for IEEE Tcom paper: Sensing User’s Activity, Channel, and Location with Near-Field Extra-Large-Scale MIMO☆30Nov 3, 2024Updated last year
- ☆28Apr 17, 2025Updated 10 months ago
- ☆30Mar 7, 2025Updated 11 months ago