A novel direction-of-arrival (DOA) estimation method based on deep complex-valued networks with sparse prior
☆50Mar 15, 2025Updated last year
Alternatives and similar repositories for CV_CNN_DOA
Users that are interested in CV_CNN_DOA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository implements the model which presented in "Deep Networks for direction of arrival estimation in low snr" paper, IEEE 2021. …☆22Sep 18, 2023Updated 2 years ago
- Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays☆43May 9, 2024Updated 2 years ago
- ☆24Jun 14, 2021Updated 4 years ago
- This is an PyTorch implementation Deep Learning based DOA Estimation☆23Oct 14, 2025Updated 7 months ago
- Fast DoA estimation of multiple targets using a Denoising Autoencoder and sparse arrays☆24Feb 11, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation☆36Feb 21, 2023Updated 3 years ago
- Parameter Estimation in Multi-standard Wideband Receivers via Deep Learning. (DOA - Direction of Arrival)☆27Apr 22, 2022Updated 4 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☆21Jul 8, 2025Updated 10 months ago
- DOA etimation algorithms implemented in Python for ULA, UCA and broadband/wideband DOA estimation☆47May 14, 2026Updated last week
- A stacked self-attention network for two-dimensional direction-of-arrival estimation in hands-free speech communication☆12Sep 12, 2024Updated last year
- ☆55Feb 15, 2024Updated 2 years ago
- % This MATLAB script obtain the plots in the following paper, % Ahmet M. Elbir, "V-Shaped Sparse Arrays For 2-D DOA Estimation", % Circu…☆19Jun 11, 2019Updated 6 years ago
- this code is for the paper 'Deep Convolution Network for Direction of Arrival Estimation with Sparse Prior' pubished in IEEE spl☆39Dec 24, 2019Updated 6 years ago
- This repository contains various small projects in matlab concentrating on DOA estimation using uniform linear/circle array.☆17Nov 28, 2019Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆20Jan 9, 2023Updated 3 years ago
- Test of the ability of a Convolutional Neural Network (CNN) trained to localize the Direction Of Arrival (DOA), to generalize in differen…☆20Jul 14, 2022Updated 3 years ago
- Finding Direction of arrival (DOA) of small UAVs using Sparse Denoising Autoencoders and Deep Neural Networks.☆103Oct 23, 2018Updated 7 years ago
- ☆74Dec 2, 2024Updated last year
- Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors: A Deep Learning Methodology☆20Mar 18, 2025Updated last year
- Codes for Complex-Valued Spectrum Estimation Network and Applications in Super-Resolution HRRPs Analysis with Wideband Radars☆12Dec 10, 2021Updated 4 years ago
- NUV-EM based sparsity recovery and DoA estimation☆17Oct 25, 2023Updated 2 years ago
- Code repository for the paper Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs☆47May 19, 2022Updated 4 years ago
- Complex-valued neural networks for DOA estimation☆30Jan 25, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- MATLAB codes for "Real-valued sparse Bayesian learning for DOA estimation with arbitrary linear arrays"☆49May 6, 2022Updated 4 years ago
- ☆28Apr 21, 2025Updated last year
- A grid refinemnet and off-grid DOA estimation method based on Sparse Bayesian Learning☆21Mar 28, 2026Updated last month
- The Neural-SRP method for DOA estimation☆34May 24, 2024Updated last year
- Deeplearning-Autoencoder-DOA☆14Sep 28, 2022Updated 3 years ago
- MATLAB code of 2D MUSIC for DOA estimation (azimuth and elevation). Unlike the MATLAB official function, this code allows spatial smoothi…☆11Sep 25, 2024Updated last year
- Wagner_Park_Gerstoft_21_T-SP: A package of MATLAB codes for Gridless DOA estimation for Non-uniform linear arrays☆30May 29, 2025Updated 11 months ago
- A Direction-of-Arrival estimation code repo accompanying our research paper.☆86Feb 9, 2020Updated 6 years ago
- Direction-of-Arrival Algorithms☆88Sep 21, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 张小飞阵列信号处理全书代码，基本跑通☆24Nov 15, 2023Updated 2 years ago
- DOA估计搜集到的代码☆15Nov 30, 2023Updated 2 years ago
- DA-MUSIC is a hybrid model/data-driven DoA estimator that augments MUSIC with neural networks to improve localization of coherent signals…☆50Jun 4, 2022Updated 3 years ago
- ☆14Sep 26, 2023Updated 2 years ago
- ☆70Dec 22, 2025Updated 4 months ago
- MATLAB codes for "Root sparse Bayesian learning for off-grid DOA estimation"☆61May 10, 2022Updated 4 years ago
- Implementation of algorithms for refinement of direction of arrival estimators by optimization☆15Jun 2, 2021Updated 4 years ago