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13 results for “Person Localization”
HALOC Dataset | WiFi CSI-based Long-Range Person Localization Using Directional Antennas
<p><strong>WiFi CSI-based Long-Range Person Localization Using Directional Antennas</strong></p> <p>This repository contains the HAllway LOCalization (HALOC) dataset and WiFi system CAD files as proposed in <a href="https://openreview.net/forum?id=AOJFcEh5Eb" target="_blank" rel="noopener">[1]</a>.</p> <p><strong>PyTroch Dataloader</strong></p> <p>A minimal PyTorch dataloader for the HALOC dataset is provided at: <a href="https://github.com/StrohmayerJ/HALOC" target="_blank" rel="noopener">https://github.com/StrohmayerJ/HALOC</a></p> <p><strong>Dataset Description</strong></p> <p>The HALOC dataset comprises six sequences (in .csv format) of synchronized WiFi Channel State Information (CSI) and 3D position labels. Each row in a given .csv file represents a single WiFi packet captured via ESP-IDF, with CSI and 3D coordinates stored in the "data" and ("x", "y", "z") fields, respectively.</p> <p>The sequences are divided into training, validation, and test subsets as follows:</p> <table> <tbody> <tr> <td><strong>Subset</strong></td> <td><strong>Sequences</strong></td> </tr> <tr> <td>Training</td> <td>0.csv, 1.csv, 2.csv and 3.csv</td> </tr> <tr> <td>Validation</td> <td>4.csv</td> </tr> <tr> <td>Test</td> <td>5.csv</td> </tr> </tbody> </table> <p> </p> <p><strong>WiFi System CAD files</strong></p> <p>We provide CAD files for the 3D printable parts of the proposed WiFi system consisting of the main housing (housing.stl), the lid (lid.stl), and the carrier board (carrier.stl) featuring mounting points for the Nvidia Jetson Orin Nano and the ESP32-S3-DevKitC-1 module. </p> <p><strong>Download and Use</strong><br>This data may be used for non-commercial research purposes only. If you publish material based on this data, we request that you include a reference to our paper [1].</p> <p>[1] Strohmayer, J., and Kampel, M. (2024). “WiFi CSI-based Long-Range Person Localization Using Directional Antennas”, <em>The Second Tiny Papers Track at ICLR 2024</em>, May 2024, Vienna, Austria. <a href="https://openreview.net/forum?id=AOJFcEh5Eb" target="_blank" rel="noopener">https://openreview.net/forum?id=AOJFcEh5Eb</a></p> <p>BibTeX citation:</p> <pre>@inproceedings{<br>strohmayer2024wifi,<br>title={WiFi {CSI}-based Long-Range Person Localization Using Directional Antennas},<br>author={Julian Strohmayer and Martin Kampel},<br>booktitle={The Second Tiny Papers Track at ICLR 2024},<br>year={2024},<br>url={https://openreview.net/forum?id=AOJFcEh5Eb}<br>}</pre>
The Selective Personalized Radio-Immunotherapy for Locally Advanced NSCLC Trial
ClinicalTrials.gov study NCT03523702. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Evaluating the Benefits of Personalized Traditional Chinese Medicine in Postoperative Treatment for Locally Advanced Colorectal Cancer
ClinicalTrials.gov study NCT06596343. IPD Sharing: NO. Countries: 1. Publications: 5.
The Selective Personalized Radio-Immunotherapy for Locally Advanced Non-Small Cell Lung Cancer Trial 2
ClinicalTrials.gov study NCT07146230. IPD Sharing: NO. Countries: 1. Publications: 50.
Development of a Genome-based Platform for Personalized Treatment in Locally Advanced Rectal Cancer Patients
ClinicalTrials.gov study NCT04738214. IPD Sharing: NO. Countries: 1. Publications: 3.
A New Clinical Pathway for Personalized Management of Borderline Resectable and Locally Advanced Pancreatic Cancer
ClinicalTrials.gov study NCT06944587. IPD Sharing: UNDECIDED. Countries: 1. Publications: 4.
Personalized, Adaptive Treatment for Locally Advanced Head and Neck Cancer
ClinicalTrials.gov study NCT06005324. IPD Sharing: NO. Countries: 1. Publications: 0.
Localized Analysis of Normalized Distance From Scalp to Cortex and Personalized Evaluation (LANDSCAPE)
ClinicalTrials.gov study NCT05967390. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Genomically Guided Radiation Dose Personalization in Locally Advanced NSCLC
ClinicalTrials.gov study NCT05873439. IPD Sharing: NO. Countries: 1. Publications: 0.
The Efficacy of Personalized Local Anesthetic Dosing Based on Ultrasound-Measured Nerve Cross-Sectional Area in Brachial Plexus Block: a Non-Inferiority Randomized Controlled Trial.
ClinicalTrials.gov study NCT07353047. IPD Sharing: NO. Countries: 1. Publications: 0.
Effect of Local Pressure on Muscle Activity and General Relaxation in Persons With Hypertonia Following Stroke
ClinicalTrials.gov study NCT04188769. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Personalized Adaptive Radiation Therapy With Individualized Systemic Targeted Therapy (PARTIST) for Locally Advanced, Non-small Cell Lung Cancer With Genomic Driver Mutations
ClinicalTrials.gov study NCT02277457. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Cardiovascular Injury and Cardiac Fitness in Locally Advanced Non-Small Cell Lung Cancer Patients Receiving Model Based Personalized Chemoradiation
ClinicalTrials.gov study NCT05010109. IPD Sharing: Not stated. Countries: 1. Publications: 0.
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