A specific neural network used on a portable system for classifying activities in ambulatory monitoring

N. Fourty; D. Guiraud; P. Fraisse; G. Perolle; I. Etxeberria

doi:10.1109/ICIT.2006.372681

A specific neural network used on a portable system for classifying activities in ambulatory monitoring

N. Fourty, D. Guiraud, P. Fraisse, G. Perolle, I. Etxeberria

General Services_Industry and Mobility

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Our modern societies are confronted to a new growing problem: the global ageing of population. In order to find ways to encourage elderly people living longer at their own home, ensuring the necessary vigilance and security at the lower cost possible, some tele-assistance systems are already available commercially. This article presents a specific neural network used on a portable system for classifying activities in ambulatory monitoring. After more precisions about this specific neural network in the second part we will present some results from our prototype stemming from gerontologic institute Ingema.

Original language	English
Title of host publication	2006 IEEE International Conference on Industrial Technology, ICIT
Pages	2890-2895
Number of pages	6
DOIs	https://doi.org/10.1109/ICIT.2006.372681
Publication status	Published - 2006
Event	2006 IEEE International Conference on Industrial Technology, ICIT - Mumbai, India Duration: 15 Dec 2006 → 17 Dec 2006

Publication series

Name	Proceedings of the IEEE International Conference on Industrial Technology

Conference

Conference	2006 IEEE International Conference on Industrial Technology, ICIT
Country/Territory	India
City	Mumbai
Period	15/12/06 → 17/12/06

Keywords

Activity monitoring
Classification
Embedded systems
Neural network

Access to Document

10.1109/ICIT.2006.372681

Cite this

Fourty, N., Guiraud, D., Fraisse, P., Perolle, G., & Etxeberria, I. (2006). A specific neural network used on a portable system for classifying activities in ambulatory monitoring. In 2006 IEEE International Conference on Industrial Technology, ICIT (pp. 2890-2895). Article 4238003 (Proceedings of the IEEE International Conference on Industrial Technology). https://doi.org/10.1109/ICIT.2006.372681

@inproceedings{f73eceb5dee7433693b56d165dc32484,

title = "A specific neural network used on a portable system for classifying activities in ambulatory monitoring",

abstract = "Our modern societies are confronted to a new growing problem: the global ageing of population. In order to find ways to encourage elderly people living longer at their own home, ensuring the necessary vigilance and security at the lower cost possible, some tele-assistance systems are already available commercially. This article presents a specific neural network used on a portable system for classifying activities in ambulatory monitoring. After more precisions about this specific neural network in the second part we will present some results from our prototype stemming from gerontologic institute Ingema.",

keywords = "Activity monitoring, Classification, Embedded systems, Neural network",

author = "N. Fourty and D. Guiraud and P. Fraisse and G. Perolle and I. Etxeberria",

year = "2006",

doi = "10.1109/ICIT.2006.372681",

language = "English",

isbn = "1424407265",

series = "Proceedings of the IEEE International Conference on Industrial Technology",

pages = "2890--2895",

booktitle = "2006 IEEE International Conference on Industrial Technology, ICIT",

note = "2006 IEEE International Conference on Industrial Technology, ICIT ; Conference date: 15-12-2006 Through 17-12-2006",

}

Fourty, N, Guiraud, D, Fraisse, P, Perolle, G & Etxeberria, I 2006, A specific neural network used on a portable system for classifying activities in ambulatory monitoring. in 2006 IEEE International Conference on Industrial Technology, ICIT., 4238003, Proceedings of the IEEE International Conference on Industrial Technology, pp. 2890-2895, 2006 IEEE International Conference on Industrial Technology, ICIT, Mumbai, India, 15/12/06. https://doi.org/10.1109/ICIT.2006.372681

A specific neural network used on a portable system for classifying activities in ambulatory monitoring. / Fourty, N.; Guiraud, D.; Fraisse, P. et al.
2006 IEEE International Conference on Industrial Technology, ICIT. 2006. p. 2890-2895 4238003 (Proceedings of the IEEE International Conference on Industrial Technology).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A specific neural network used on a portable system for classifying activities in ambulatory monitoring

AU - Fourty, N.

AU - Guiraud, D.

AU - Fraisse, P.

AU - Perolle, G.

AU - Etxeberria, I.

PY - 2006

Y1 - 2006

N2 - Our modern societies are confronted to a new growing problem: the global ageing of population. In order to find ways to encourage elderly people living longer at their own home, ensuring the necessary vigilance and security at the lower cost possible, some tele-assistance systems are already available commercially. This article presents a specific neural network used on a portable system for classifying activities in ambulatory monitoring. After more precisions about this specific neural network in the second part we will present some results from our prototype stemming from gerontologic institute Ingema.

AB - Our modern societies are confronted to a new growing problem: the global ageing of population. In order to find ways to encourage elderly people living longer at their own home, ensuring the necessary vigilance and security at the lower cost possible, some tele-assistance systems are already available commercially. This article presents a specific neural network used on a portable system for classifying activities in ambulatory monitoring. After more precisions about this specific neural network in the second part we will present some results from our prototype stemming from gerontologic institute Ingema.

KW - Activity monitoring

KW - Classification

KW - Embedded systems

KW - Neural network

UR - http://www.scopus.com/inward/record.url?scp=51349137635&partnerID=8YFLogxK

U2 - 10.1109/ICIT.2006.372681

DO - 10.1109/ICIT.2006.372681

M3 - Conference contribution

AN - SCOPUS:51349137635

SN - 1424407265

SN - 9781424407262

T3 - Proceedings of the IEEE International Conference on Industrial Technology

SP - 2890

EP - 2895

BT - 2006 IEEE International Conference on Industrial Technology, ICIT

T2 - 2006 IEEE International Conference on Industrial Technology, ICIT

Y2 - 15 December 2006 through 17 December 2006

ER -

A specific neural network used on a portable system for classifying activities in ambulatory monitoring

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this