- Leveraging Deep Learning for Practical DoA Estimation🔍
- Deep Learning for DOA Estimation🔍
- A picture of transmitter and receiver used for the experiment.🔍
- Leveraging Deep Learning for Practical DoA Estimation ...🔍
- Deep Learning|Aided Subspace Methods for DoA Estimation🔍
- Deep Learning|Based DOA Estimation🔍
- Fusion between a Neural Network and MLE for A Single Snapshot ...🔍
- Data|Driven DoA Estimation via Deep Augmented MUSIC Algorithm🔍
Leveraging Deep Learning for Practical DoA Estimation
Leveraging Deep Learning for Practical DoA Estimation - MDPI
This paper presents an experimental validation of deep learning-based direction-of-arrival (DoA) estimation by using realistic data collected via universal ...
Leveraging Deep Learning for Practical DoA Estimation - PubMed
This paper presents an experimental validation of deep learning-based direction-of-arrival (DoA) estimation by using realistic data ...
(PDF) Leveraging Deep Learning for Practical DoA Estimation ...
PDF | This paper presents an experimental validation of deep learning-based direction-of-arrival (DoA) estimation by using realistic data collected via.
Sensors | Free Full-Text | Leveraging Deep Learning for Practical ...
Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP. Sensors 2022, 22, 7578. https://doi.org/10.3390 ...
Deep Learning for DOA Estimation: Novel Neural Network ...
traditional techniques and achieve more accurate and reliable DOA estimation across diverse practical scenarios. ... The crux of this research lies in leveraging ...
A picture of transmitter and receiver used for the experiment.
from publication: Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP | This paper presents an experimental ...
Leveraging Deep Learning for Practical DoA Estimation ... - J-Global
Article "Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP" Detailed information of the J-GLOBAL is an ...
Deep Learning-Aided Subspace Methods for DoA Estimation - arXiv
These requirements are often violated in practical settings, that frequently involve multiband signals, coherent sources (due to, e.g., ...
Deep Learning-Based DOA Estimation - IEEE Xplore
In practical applications, the au- tocorrelation matrix is agnostic, and the ... capabilities, we leverage CNNs as classifiers for our problem. The key ...
Fusion between a Neural Network and MLE for A Single Snapshot ...
Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP · Engineering, Computer Science. Italian National Conference ...
Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm
DoA estimator capable of leveraging data to enable MUSIC to ... Rum, “Deep learning approach in DoA estimation: A systematic literature review,” Mob.
Deep Learning-Aided Subspace Methods for DoA Estimation
2024. TLDR. A novel approach that leverages the Transformer model to aid the subspace estimation of Direction of arrival (DOA) estimation and demonstrates the ...
Deep Learning Based DOA Estimation With Trainable-Step-Size ...
Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP. Hyeonjin Chung, Hyunwoo Park, Sunwoo Kim. 2022, Italian ...
2D-DOA Estimation in Switching UCA Using Deep Learning-Based ...
Mentioning: 5 - In this paper, we study the two-dimensional direction of arrival (2D-DOA) estimation problem in a switching uniform circular array (SUCA), ...
Deep Learning-Aided Subspace Methods for DoA Estimation
The authors train the neural network as part of the Root-MUSIC algorithm, leveraging the inherent differentiability of this DoA estimation ...
Arrival Angle Estimation Based on Transfer Learning in Complex ...
Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP. Hyeonjin Chung, Hyunwoo Park, Sunwoo Kim. 2022, Italian ...
Hyunwoo Park - محقق Google - Google Scholar
2023. Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP. H Chung, H Park, S Kim. Sensors 22 (19), 7578 ...
An ESPRIT-Like Algorithm for Coherent DOA Estimation
Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP. Authors. Hyeonjin Chung · ORCID ID · Hyunwoo Park · ORCID ...
Optical computing empowers direction of arrival estimation beyond ...
Leveraging the optical computing architecture of S-DNN, the all-optical DOA ... Off-grid DOA estimation via deep learning framework. Sep 26, 2023 ...
Hyeonjin Chung - محقق Google - Google Scholar
Leveraging Deep Learning for Practical DoA Estimation: Experiments with Real Data Collected via USRP. H Chung, H Park, S Kim. Sensors 22 (19), 7578, 2022. 1 ...