Data · dataset · 2023
A dataset of human action recognition and heart rate estimation based on Impulse-Radio Ultra-Wideband radar
Listed in ScienceDB
This dataset was collected using Impulse-Radio Ultra-Wideband radar in typical indoor scenarios, with a collection time range of 2021-2023.
Description
This dataset collected a total of 1629 sets of motion recognition data for 10 human targets, including unmanned scene data and 10 common actions such as walking, waving, and squatting, as well as 4670 sets of heart rate estimation data, which can provide good data support for related research.
This dataset contains a total of 2 data files in the format of .mat files, which can be opened using mathematical software MATLAB. Among them, the human motion recognition dataset_HumanAction.mat contains three variables: raw echo data Data, data label Label, and data description Description; Heart rate estimation dataset_HeartRate.mat contains two variables: raw echo data and heart rate reference value HeartRate_Ref.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00001.00827 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Medicine & Health · Social Science
- Inferred from text
- Communications engineering 70% · Heart 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00001.00827 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[anatomy].local:anatomy:heart | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:4006 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |