SwePub
Sök i LIBRIS databas

  Extended search

onr:"swepub:oai:DiVA.org:mdh-33803"
 

Search: onr:"swepub:oai:DiVA.org:mdh-33803" > Falling Angel - a W...

  • 1 of 1
  • Previous record
  • Next record
  •    To hitlist
  • Rahman, HamidurMälardalens högskola,Inbyggda system (author)

Falling Angel - a Wrist Worn Fall Detection System Using K-NN Algorithm

  • Article/chapterEnglish2016

Publisher, publication year, extent ...

  • 2017-01-21
  • Cham :Springer International Publishing,2016
  • printrdacarrier

Numbers

  • LIBRIS-ID:oai:DiVA.org:mdh-33803
  • https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-33803URI
  • https://doi.org/10.1007/978-3-319-51234-1_25DOI

Supplementary language notes

  • Language:English
  • Summary in:English

Part of subdatabase

Classification

  • Subject category:ref swepub-contenttype
  • Subject category:kon swepub-publicationtype

Notes

  • A wrist worn fall detection system has been developed where the accelerometer data from an angel sensor is analyzed by a two-layered algorithm in an android phone. Here, the first layer uses a threshold to find potential falls and if the thresholds are met, then in the second layer a machine learning i.e., k-Nearest Neighbor (k-NN) algorithm analyses the data to differentiate it from Activities of Daily Living (ADL) in order to filter out false positives. The final result of this project using the k-NN algorithm provides a classification sensitivity of 96.4%. Here, the acquired sensitivity is 88.1% for the fall detection and the specificity for ADL is 98.1%.

Subject headings and genre

Added entries (persons, corporate bodies, meetings, titles ...)

  • Sandberg, JohanMälardalens högskola,Inbyggda system(Swepub:mdh)oi (author)
  • Eriksson, LennartMälardalens högskola,Inbyggda system(Swepub:mdh)oi (author)
  • Heidari, MohammadMälardalens högskola,Inbyggda system(Swepub:mdh)oi (author)
  • Arwald, JanExformation AB, Lidingö, Sweden (author)
  • Eriksson, PeterExformation AB, Lidingö, Sweden (author)
  • Begum, Shahina,1977-Mälardalens högskola,Inbyggda system(Swepub:mdh)sbm02 (author)
  • Lindén, Maria,1965-Mälardalens högskola,Inbyggda system(Swepub:mdh)mln04 (author)
  • Ahmed, Mobyen Uddin,1976-Mälardalens högskola,Inbyggda system(Swepub:mdh)mad02 (author)
  • Mälardalens högskolaInbyggda system (creator_code:org_t)

Internet link

To the university's database

  • 1 of 1
  • Previous record
  • Next record
  •    To hitlist

Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.

 
pil uppåt Close

Copy and save the link in order to return to this view