Abstract
This paper describes an approach for the realtime detection of stumble for use in an intelligent lower limb prosthesis, using accelerometers mounted on the prosthesis, and also describes an algorithm that classifies the stumble response as either an elevating or lowering type response. In order to validate the proposed approach, the investigators collected stumble data on 10 healthy subjects using accelerometers affixed to the subjects in a manner consistent with similar instrumentation on a transfemoral prosthesis. The proposed algorithms were shown to correctly identify stumbling and correctly classify the stumble response for all 19 stumbles and 34 control strides collected in the experiments.
| Original language | English |
|---|---|
| Title of host publication | 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 |
| Pages | 511-514 |
| Number of pages | 4 |
| DOIs | |
| Publication status | Published - 2010 |
| Externally published | Yes |
| Event | 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 - Buenos Aires, Argentina Duration: Aug 31 2010 → Sep 4 2010 |
Other
| Other | 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 |
|---|---|
| Country | Argentina |
| City | Buenos Aires |
| Period | 8/31/10 → 9/4/10 |
Fingerprint
ASJC Scopus subject areas
- Biomedical Engineering
Cite this
Stumble detection and classification for an intelligent transfemoral prosthesis. / Lawson, Brian E.; Varol, H. Atakan; Sup, Frank; Goldfarb, Michael.
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 2010. p. 511-514 5626021.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Stumble detection and classification for an intelligent transfemoral prosthesis
AU - Lawson, Brian E.
AU - Varol, H. Atakan
AU - Sup, Frank
AU - Goldfarb, Michael
PY - 2010
Y1 - 2010
N2 - This paper describes an approach for the realtime detection of stumble for use in an intelligent lower limb prosthesis, using accelerometers mounted on the prosthesis, and also describes an algorithm that classifies the stumble response as either an elevating or lowering type response. In order to validate the proposed approach, the investigators collected stumble data on 10 healthy subjects using accelerometers affixed to the subjects in a manner consistent with similar instrumentation on a transfemoral prosthesis. The proposed algorithms were shown to correctly identify stumbling and correctly classify the stumble response for all 19 stumbles and 34 control strides collected in the experiments.
AB - This paper describes an approach for the realtime detection of stumble for use in an intelligent lower limb prosthesis, using accelerometers mounted on the prosthesis, and also describes an algorithm that classifies the stumble response as either an elevating or lowering type response. In order to validate the proposed approach, the investigators collected stumble data on 10 healthy subjects using accelerometers affixed to the subjects in a manner consistent with similar instrumentation on a transfemoral prosthesis. The proposed algorithms were shown to correctly identify stumbling and correctly classify the stumble response for all 19 stumbles and 34 control strides collected in the experiments.
UR - http://www.scopus.com/inward/record.url?scp=78650823207&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650823207&partnerID=8YFLogxK
U2 - 10.1109/IEMBS.2010.5626021
DO - 10.1109/IEMBS.2010.5626021
M3 - Conference contribution
AN - SCOPUS:78650823207
SN - 9781424441235
SP - 511
EP - 514
BT - 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
ER -