Difference between revisions of "Publications:Detecting Gait Events from Outdoor Accelerometer Data for Long-term and Continuous Monitoring Applications"
(Created page with "<div style='display: none'> == Do not edit this section == </div> {{PublicationSetupTemplate|Author=Siddhartha Khandelwal, Nicholas Wickström |PID=735193 |Name=Khandelwal, Si...") |
|||
| Line 4: | Line 4: | ||
{{PublicationSetupTemplate|Author=Siddhartha Khandelwal, Nicholas Wickström | {{PublicationSetupTemplate|Author=Siddhartha Khandelwal, Nicholas Wickström | ||
|PID=735193 | |PID=735193 | ||
| − | |Name=Khandelwal, Siddhartha | + | |Name=Khandelwal, Siddhartha (sidkha) (0000-0003-4086-9221) (Högskolan i Halmstad (2804), Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) (3905), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), Laboratoriet för intelligenta system (6703));Wickström, Nicholas (nicholas) (0000-0002-4143-2948) (Högskolan i Halmstad (2804), Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) (3905), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), Laboratoriet för intelligenta system (6703)) |
|Title=Detecting Gait Events from Outdoor Accelerometer Data for Long-term and Continuous Monitoring Applications | |Title=Detecting Gait Events from Outdoor Accelerometer Data for Long-term and Continuous Monitoring Applications | ||
|PublicationType=Conference Paper | |PublicationType=Conference Paper | ||
| Line 55: | Line 55: | ||
|CreatedDate=2014-07-23 | |CreatedDate=2014-07-23 | ||
|PublicationDate=2014-07-23 | |PublicationDate=2014-07-23 | ||
| − | |LastUpdated= | + | |LastUpdated=2016-03-09 |
|diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:735193}} | |diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:735193}} | ||
<div style='display: none'> | <div style='display: none'> | ||
Latest revision as of 22:40, 30 September 2016
Property "Author" has a restricted application area and cannot be used as annotation property by a user. Property "Author" has a restricted application area and cannot be used as annotation property by a user.
| Title | Detecting Gait Events from Outdoor Accelerometer Data for Long-term and Continuous Monitoring Applications |
|---|---|
| Author | |
| Year | 2014 |
| PublicationType | Conference Paper |
| Journal | |
| HostPublication | 13th International Symposium on 3D Analysis of Human Movement : 14–17 July, 2014, Lausanne, Switzerland |
| Conference | 13th International Symposium on 3D Analysis of Human Movement (3D-AHM 2014), 14–17 July, 2014, Lausanne, Switzerland |
| DOI | |
| Diva url | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:735193 |
| Abstract | Detecting gait events is the key to many gait analysis applications which would immensely benefit if the analysis could be carried out using wearable sensors in uncontrolled outdoor environments, enabling continuous monitoring and long-term analysis. This would allow exploring new frontiers in gait analysis by facilitating the availability of more data and empower individuals, especially patients, to avail the benefits of gait analysis in their everyday lives. Previous gait event detection algorithms impose many restrictions as they have been developed from data collected incontrolled, indoor environments. This paper proposes a robust algorithm that utilizes a priori knowledge of gait in conjunction with continuous wavelet transform analysis, to accurately identify heel strike and toe off, from noisy accelerometer signals collected during indoor and outdoor walking. The accuracy of the algorithm is evaluated by using footswitches that are considered as ground truth and the results are compared with another recently published algorithm. |
