The Library
Wrist-worn accelerometer to detect postural transitions and walking patterns
Tools
Ahanathapillai, Vijayalakshmi, Amor, J. D., Tadeusiak, M. and James, Christopher J. (2014) Wrist-worn accelerometer to detect postural transitions and walking patterns. In: Roa Romero, Laura M., (ed.) XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013 : MEDICON 2013, 25-28 September 2013, Seville, Spain. IFMBE Proceedings, Volume 41 . Springer International Publishing, pp. 1515-1518.
Research output not available from this repository.
Request-a-Copy directly from author or use local Library Get it For Me service.
Official URL: http://dx.doi.org/10.1007/978-3-319-00846-2_374
Abstract
The identification of postural transitions and walking patterns are important in the recognition of activities of daily living. This paper presents a feasibility study to see if postural transitions and walking patterns can be identified using a wrist-worn accelerometer-based device. Firstly, the postural transition (i.e. sit-to-stand and stand-to-sit) templates are extracted and template matching is used to identify the transitions between daily living activities such as walking within a house. Secondly, the various walking patterns such as walking on a level surface, walking up the stairs and walking down the stairs are classified using statistical features and nearest neighbor classifier. A comparison between the activity pattern from the dominant wrist and the non-dominant wrist is also presented.
Item Type: | Book Item | ||||
---|---|---|---|---|---|
Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||
Series Name: | IFMBE Proceedings | ||||
Journal or Publication Title: | IFMBE Proceedings | ||||
Publisher: | Springer International Publishing | ||||
ISSN: | 1680-0737 | ||||
Book Title: | XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013 : MEDICON 2013, 25-28 September 2013, Seville, Spain | ||||
Editor: | Roa Romero, Laura M. | ||||
Official Date: | 2014 | ||||
Dates: |
|
||||
Volume: | Volume 41 | ||||
Page Range: | pp. 1515-1518 | ||||
DOI: | 10.1007/978-3-319-00846-2_374 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013 | ||||
Type of Event: | Conference | ||||
Location of Event: | Seville, Spain | ||||
Date(s) of Event: | 25-28 Sept 2013 | ||||
Related URLs: |
Request changes or add full text files to a record
Repository staff actions (login required)
View Item |