This repository implements the model which presented in "Deep Networks for direction of arrival estimation in low snr" paper, IEEE 2021. An additional improvement for this work is added, in the form of spatial smoothing pre-processing technique.
☆20Sep 18, 2023Updated 2 years ago
Alternatives and similar repositories for DeepCNNDoA
Users that are interested in DeepCNNDoA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A novel direction-of-arrival (DOA) estimation method based on deep complex-valued networks with sparse prior☆49Mar 15, 2025Updated last year
- Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays☆40May 9, 2024Updated last year
- This is an PyTorch implementation Deep Learning based DOA Estimation☆21Oct 14, 2025Updated 5 months ago
- ☆53Feb 15, 2024Updated 2 years ago
- A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation☆36Feb 21, 2023Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆70Dec 2, 2024Updated last year
- A stacked self-attention network for two-dimensional direction-of-arrival estimation in hands-free speech communication☆12Sep 12, 2024Updated last year
- Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors: A Deep Learning Methodology☆19Mar 18, 2025Updated last year
- DOA etimation algorithms implemented in Python for ULA, UCA and broadband/wideband DOA estimation☆47Dec 22, 2025Updated 3 months 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
- Complex-valued neural networks for DOA estimation☆30Jan 25, 2023Updated 3 years ago
- ☆14Sep 26, 2023Updated 2 years ago
- Parameter Estimation in Multi-standard Wideband Receivers via Deep Learning. (DOA - Direction of Arrival)☆27Apr 22, 2022Updated 3 years ago
- ☆58Sep 4, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- NUV-EM based sparsity recovery and DoA estimation☆17Oct 25, 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…☆49Jun 4, 2022Updated 3 years ago
- ☆19Jan 9, 2023Updated 3 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 9 months ago
- ☆27Aug 7, 2024Updated last year
- Code repository for the paper Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs☆45May 19, 2022Updated 3 years ago
- Speech enhancement| Beamforming| NN Mask Estimation| LSTM| DTLN☆15Mar 8, 2023Updated 3 years ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆33Apr 18, 2023Updated 2 years ago
- ☆24Jun 14, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆12Jul 14, 2020Updated 5 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
- A Direction-of-Arrival estimation code repo accompanying our research paper.☆84Feb 9, 2020Updated 6 years ago
- UWB卡尔曼滤波追踪无线时钟同步误差的MATLAB仿真程序☆10Jun 24, 2020Updated 5 years ago
- ☆47Nov 12, 2021Updated 4 years ago
- Two algebraic solutions for TDOA localization in MPR. Reference: Y. Sun, K. C. Ho, and Q. Wan, “Solution and analysis of TDOA localizatio…☆17Dec 8, 2021Updated 4 years ago
- Implementation of the paper "On the Asymptotic Mean Square Error Optimality of Diffusion Models."☆14May 14, 2025Updated 10 months ago
- Implementation of algorithms for refinement of direction of arrival estimators by optimization☆15Jun 2, 2021Updated 4 years ago
- real-time speech enhance☆17Jan 23, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of Learning Fast Approximations of Sparse Coding☆16Jan 21, 2023Updated 3 years ago
- Frame work for optimizing sparse antenna array using deep learning☆15May 23, 2024Updated last year
- Finding Direction of arrival (DOA) of small UAVs using Sparse Denoising Autoencoders and Deep Neural Networks.☆101Oct 23, 2018Updated 7 years ago
- Implementation of the Paper "Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models".☆14Mar 5, 2024Updated 2 years ago
- This is the code for the paper "Domain Adaptation for DoA Estimation in Multipath Channels with Interferences", A. Bar, J. S. Picard, I. …☆12Oct 30, 2023Updated 2 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
- This repository contains code for fine-tuning the Whisper speech-to-text model.☆23Mar 27, 2026Updated 2 weeks ago