DA-MUSIC is a hybrid model/data-driven DoA estimator that augments MUSIC with neural networks to improve localization of coherent signals.
☆52Jun 4, 2022Updated 4 years ago
Alternatives and similar repositories for DA-MUSIC_ICASSP22
Users that are interested in DA-MUSIC_ICASSP22 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Extensions of DA-MUSIC handle broadband signals and varying numbers of sources, improving accuracy and robustness over the original MUSIC…☆54Jan 10, 2023Updated 3 years ago
- ☆88Dec 2, 2024Updated last year
- The official implementation for NF-SubspaceNet and DCD-MUSIC for near field localization.☆21Jan 17, 2026Updated 9 months ago
- A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation☆37Feb 21, 2023Updated 3 years ago
- ☆61Sep 4, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆59Feb 15, 2024Updated 2 years ago
- This is an PyTorch implementation Deep Learning based DOA Estimation☆25Oct 14, 2025Updated last year
- This repository implements the model which presented in "Deep Networks for direction of arrival estimation in low snr" paper, IEEE 2021. …☆22Sep 18, 2023Updated 3 years ago
- A Direction-of-Arrival estimation code repo accompanying our research paper.☆87Feb 9, 2020Updated 6 years ago
- we explore an application of deep unrolling in the direction of arrival (DoA) estimation problem when coarse quantization is applied to …☆14Sep 8, 2024Updated 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☆22Jul 8, 2025Updated last year
- Pytorch implementation of the icosahedral CNNs☆22Apr 24, 2023Updated 3 years ago
- Finding Direction of arrival (DOA) of small UAVs using Sparse Denoising Autoencoders and Deep Neural Networks.☆105Oct 23, 2018Updated 8 years ago
- ☆12May 10, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A novel direction-of-arrival (DOA) estimation method based on deep complex-valued networks with sparse prior☆52Mar 15, 2025Updated last year
- Repository for the paper "Toeplitz-Hermitian ADMM-Net for DoA Estimation"☆13Nov 6, 2025Updated 11 months ago
- DQN, DDQN, and Policy Gradient Algorithm-Based Antenna Selection Schemes in MIMO Systems.☆11Dec 17, 2023Updated 2 years ago
- DOA etimation algorithms implemented in Python for ULA, UCA and broadband/wideband DOA estimation☆53May 14, 2026Updated 5 months ago
- Implementation of "Complex Neural Network based Joint AoA and AoD Estimation for Bistatic ISAC"☆43Dec 28, 2023Updated 2 years ago
- ☆10Apr 3, 2025Updated last year
- CNN based single speaker localization☆51Aug 28, 2020Updated 6 years ago
- Direction-of-Arrival Algorithms☆90Sep 21, 2022Updated 4 years ago
- Estimation of direction of arrivals (DOA) using the MUSIC algorithm.☆189Jul 19, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆22Jan 9, 2023Updated 3 years ago
- Latent Acoustic Mapping (LAM) for Direction of Arrival Estimation☆12Mar 2, 2026Updated 7 months ago
- ☆13Nov 3, 2022Updated 3 years ago
- Massive MIMO DoA and Channel Estimation☆19Jun 2, 2021Updated 5 years ago
- A python algorithm to change the pitch of the voice in real time☆13Dec 13, 2020Updated 5 years ago
- 张小飞阵列信号处理全书代码,基本跑通☆25Nov 15, 2023Updated 2 years ago
- ☆11Jun 10, 2024Updated 2 years ago
- Implemented a basic 802.11 OFDM PHY layer, including packet detection, synchronization, channel estimation, modulation and demodulation☆16Nov 4, 2023Updated 2 years ago
- Repository for the paper "Circulant ADMM-Net for Fast High-resolution DoA Estimation".☆12Jul 24, 2026Updated 3 months 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.
- Efficient IoT Devices/AP Localization Through Wi-Fi CSI Feature Fusion and Anomaly Detection☆21Jul 10, 2024Updated 2 years ago
- A stacked self-attention network for two-dimensional direction-of-arrival estimation in hands-free speech communication☆12Sep 12, 2024Updated 2 years ago
- Codes for paper "Learned Off-Grid Imager for Low-Altitude Economy with Cooperative ISAC Network"☆16Jan 19, 2026Updated 9 months ago
- The passive sensing method for the ISAC system with RIS☆154Mar 16, 2024Updated 2 years ago
- Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays☆48May 9, 2024Updated 2 years ago
- Code repository for the paper Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs☆50May 19, 2022Updated 4 years ago
- MIMO precoding and detection algorithm☆19Feb 26, 2018Updated 8 years ago