Data · dataset · 2021
Dual arm peg-in-hole force/torque values during contact
Listed in Teesside University Research Data Repository
In order to evaluate deep neural networks for contact state recognition during a bi-manual peg in hole assembly, a data set is gathered during an error recovery sequence when the peg and the hole are misaligned from the center.
Description
This experiment only covers 8 concentric error positioning class (y) and for every class the F/T vector of 12 features that correspond to the six component of sensor 1 and six component of sensor 2.
Further explanation can be located on the research article. One file used for trainning has 2056 examples/rows and the second file used for validation has 159 examples/rows.
Links
Where it is published
- DOI doi.org/10.17632/m7g93whs3t.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Earth & Environmental Science · Engineering
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/m7g93whs3t.1 | 7 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |