cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10715594
title: HALOC Dataset | WiFi CSI-based Long-Range Person Localization Using Directional Antennas

description: WiFi CSI-based Long-Range Person Localization Using Directional Antennas

This repository contains the HAllway LOCalization (HALOC) dataset and WiFi system CAD files as proposed in [1].

PyTroch Dataloader

A minimal PyTorch dataloader for the HALOC dataset is provided at: https://github.com/StrohmayerJ/HALOC

Dataset Description

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.

The sequences are divided into training, validation, and test subsets as follows:




Subset
Sequences


Training
0.csv, 1.csv, 2.csv and 3.csv


Validation
4.csv


Test
5.csv




 

WiFi System CAD files

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. 

Download and UseThis 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].

[1] Strohmayer, J., and Kampel, M. (2024). “WiFi CSI-based Long-Range Person Localization Using Directional Antennas”, The Second Tiny Papers Track at ICLR 2024, May 2024, Vienna, Austria. https://openreview.net/forum?id=AOJFcEh5Eb

BibTeX citation:

@inproceedings{strohmayer2024wifi,title={WiFi {CSI}-based Long-Range Person Localization Using Directional Antennas},author={Julian Strohmayer and Martin Kampel},booktitle={The Second Tiny Papers Track at ICLR 2024},year={2024},url={https://openreview.net/forum?id=AOJFcEh5Eb}}
DOI: 10.5281/zenodo.10715595
title: HALOC Dataset | WiFi CSI-based Long-Range Person Localization Using Directional Antennas

description: WiFi CSI-based Long-Range Person Localization Using Directional Antennas

This repository contains the HAllway LOCalization (HALOC) dataset and WiFi system CAD files as proposed in [1].

PyTroch Dataloader

A minimal PyTorch dataloader for the HALOC dataset is provided at: https://github.com/StrohmayerJ/HALOC

Dataset Description

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.

The sequences are divided into training, validation, and test subsets as follows:




Subset
Sequences


Training
0.csv, 1.csv, 2.csv and 3.csv


Validation
4.csv


Test
5.csv




 

WiFi System CAD files

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. 

Download and UseThis 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].

[1] Strohmayer, J., and Kampel, M. (2024). “WiFi CSI-based Long-Range Person Localization Using Directional Antennas”, The Second Tiny Papers Track at ICLR 2024, May 2024, Vienna, Austria. https://openreview.net/forum?id=AOJFcEh5Eb

BibTeX citation:

@inproceedings{strohmayer2024wifi,title={WiFi {CSI}-based Long-Range Person Localization Using Directional Antennas},author={Julian Strohmayer and Martin Kampel},booktitle={The Second Tiny Papers Track at ICLR 2024},year={2024},url={https://openreview.net/forum?id=AOJFcEh5Eb}}
DOI: 10.15468/dl.4j966r
title: Occurrence Download

description: A dataset containing 18329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthoporia albobrunnea (Romell) Karasiński & Niemelä",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 18329 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003177-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4z4xw
title: Occurrence Download

description: A dataset containing 4363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boletopsis grisea (Peck) Bondartsev & Singer",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 4363 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003178-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axs5w2
title: Occurrence Download

description: A dataset containing 3040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micromesistius poutassou (Risso, 1827)"
 ]
}

 The dataset includes 3040 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003179-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wr5mps
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bases de datos de plantas, insectos, reptiles, anfibios, aves y mamíferos del “Arroyo la Junta, Una joya de biodiversidad en la Reserva de la Biosfera Sierra La Laguna” (Reptiles y anfibios)"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003180-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x95b2n
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bovista paludosa Lév.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 682 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003181-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mqp2m
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calocybe favrei (R.Haller Aar. & R.Haller Suhr) Bon",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 184 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003182-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14232439
title: DataSet of Spring Framework Quality Analyse

description: Analise estatística de qualidade do spring framwork para 20 relases diferentes
DOI: 10.5281/zenodo.14232440
title: DataSet of Spring Framework Quality Analyse

description: Analise estatística de qualidade do spring framwork para 20 relases diferentes
DOI: 10.15468/dl.9t5yzb
title: Occurrence Download

description: A dataset listing the 114 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "TaxonKey is one of (Andrenidae, Apidae, Colletidae, Halictidae, Megachilidae)"
 ]
}

 The dataset's 114 records were derived from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003174-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.az768k
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calonarius ionochlorus (Maire) Niskanen & Liimat.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 159 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003183-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fa2xgb
title: Occurrence Download

description: A dataset containing 9990 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptophobia aripa (Boisduval, 1836)"
 ]
}

 The dataset includes 9990 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003185-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8gz7m
title: Occurrence Download

description: A dataset containing 1241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cantharellus melanoxeros Desm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 1241 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003186-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnf32u
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desarmillaria ectypa (Fr.) R.A.Koch & Aime",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 152 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003188-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7ctu3
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Entoloma bloxamii (Berk. & Broome) Sacc.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 816 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003189-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz3n3q
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bases de datos de plantas, insectos, reptiles, anfibios, aves y mamíferos del “Arroyo la Junta, Una joya de biodiversidad en la Reserva de la Biosfera Sierra La Laguna” (Reptiles y anfibios)"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003190-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcbbuv
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fomitopsis officinalis (Vill.) Bondartsev & Singer",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 319 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003191-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsrvgs
title: Occurrence Download

description: A dataset containing 4637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microstomus kitt (Walbaum, 1792)"
 ]
}

 The dataset includes 4637 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003192-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22823009
title: Musca_domestica

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823009.v1
title: Musca_domestica

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823009.v2
title: Musca_domestica

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.639b9p
title: Occurrence Download

description: A dataset containing 231066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The molluscs collection (IM) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 231066 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088403-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ssfc7
title: Occurrence Download

description: A dataset containing 1305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apluda mutica L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1305 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035440-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22823006
title: Mus_musculus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823006.v1
title: Mus_musculus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823006.v2
title: Mus_musculus

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.tk33ar
title: Occurrence Download

description: A dataset containing 439715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Estrilda astrild (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 439715 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060033-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdvbtz
title: Occurrence Download

description: A dataset containing 1924 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moricandia moricandioides (Boiss.) Heywood"
 ]
}

 The dataset includes 1924 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120558-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22823003
title: Mucor_circinelloides

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823003.v2
title: Mucor_circinelloides

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823003.v1
title: Mucor_circinelloides

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823000
title: Monosiga_brevicollis_mx1

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823000.v1
title: Monosiga_brevicollis_mx1

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823000.v2
title: Monosiga_brevicollis_mx1

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.wm547z
title: Occurrence Download

description: A dataset containing 17943 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Arctic benthic invertebrate collection of the Zoological Institute of the Russian Academy of Science"
 ]
}

 The dataset includes 17943 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120559-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22822997
title: Monodelphis_domestica

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822997.v1
title: Monodelphis_domestica

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822997.v2
title: Monodelphis_domestica

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.tukh6w
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marlierea excoriata Mart."
 ]
}

 The dataset includes 520 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014070-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22822994
title: Mola_mola

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822994.v2
title: Mola_mola

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822994.v1
title: Mola_mola

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.d2bgk5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scopula plumbearia (Leech, 1891)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209179-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22822991
title: Mnemiopsis_leidyi

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822991.v2
title: Mnemiopsis_leidyi

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822991.v1
title: Mnemiopsis_leidyi

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.vaheqj
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Stefania riveroi Señaris, Ayarzagüena & Gorzula, 1997"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021604-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22822988
title: Microcebus_murinus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822988.v1
title: Microcebus_murinus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822988.v2
title: Microcebus_murinus

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.sn82mw
title: Occurrence Download

description: A dataset containing 1202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Eschweilera albiflora (DC.) Miers, Chytroma turbinata (O.Berg) Miers, Eschweilera inaequisepala Cuatrec., Eschweilera pachysepala Mart. ex O.Berg, 1858, Eschweilera turbinata (O.Berg) Nied., Lecythis albiflora DC., Lecythis pachysepala Spruce ex O.Berg, Lecythis turbinata O.Berg, Lecythis verruculosa O.Berg)"
 ]
}

 The dataset includes 1202 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021608-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22822985
title: Microbotryum_violaceum

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822985.v2
title: Microbotryum_violaceum

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.x3wym4
title: Occurrence Download

description: A dataset containing 13552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.33752 52.51356,13.33356 52.51218,13.34825 52.50961,13.36547 52.51012,13.37479 52.51184,13.37762 52.51768,13.35277 52.5182,13.33752 52.51356))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 13552 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180920-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22822985.v1
title: Microbotryum_violaceum

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.nvsu7i
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia bocainensis Mattos"
 ]
}

 The dataset includes 79 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014061-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22822982
title: Mesocricetus_auratus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822982.v2
title: Mesocricetus_auratus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22822982.v1
title: Mesocricetus_auratus

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.oobr4h
title: Occurrence Download

description: A dataset containing 850 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactrocera tryoni (Froggatt, 1897)"
 ]
}

 The dataset includes 850 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022539-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.