Monitoring cow behavior parameters based on received signal strength using wireless sensor networks

E. S. Nadimi; H. T. Søgaard; F. W. Oudshoorn; V. Blanes-Vidal; T. Bak

Monitoring cow behavior parameters based on received signal strength using wireless sensor networks

E. S. Nadimi^*, H. T. Søgaard, F. W. Oudshoorn, V. Blanes-Vidal, T. Bak

^*Kontaktforfatter

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

5 Citationer (Scopus)

Abstract

The pitch angle of the neck of the cow using a 2-axis accelerometer has been measured and the movement velocity was estimated using received signal strength, both in a wireless sensor network. Classification based on activity (grazing, looking for the grass) and inactivity (lying down, standing) has been successfully accomplished. The results have been confirmed by manual registration and by GPS measurements.

Originalsprog	Engelsk
Titel	Precision Livestock Farming 2007 - Papers Presented at the 3rd European Conference on Precision Livestock Farming
Antal sider	9
Publikationsdato	1 dec. 2007
Sider	95-103
ISBN (Trykt)	9789086860234
Status	Udgivet - 1 dec. 2007
Begivenhed	3rd European Conference on Precision Livestock Farming, ECPLF 2007 - Skiathos, Grækenland Varighed: 3 jun. 2007 → 6 jun. 2007

Konference

Konference	3rd European Conference on Precision Livestock Farming, ECPLF 2007
Land/Område	Grækenland
By	Skiathos
Periode	03/06/2007 → 06/06/2007

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Citationsformater

@inproceedings{6a90e692e46445cc8253f3a70345f57d,

title = "Monitoring cow behavior parameters based on received signal strength using wireless sensor networks",

abstract = "The pitch angle of the neck of the cow using a 2-axis accelerometer has been measured and the movement velocity was estimated using received signal strength, both in a wireless sensor network. Classification based on activity (grazing, looking for the grass) and inactivity (lying down, standing) has been successfully accomplished. The results have been confirmed by manual registration and by GPS measurements.",

keywords = "Behavior classification, Kalman filter, Moving window, Received signal strength, Wireless sensor networks",

author = "Nadimi, {E. S.} and S{\o}gaard, {H. T.} and Oudshoorn, {F. W.} and V. Blanes-Vidal and T. Bak",

year = "2007",

month = dec,

day = "1",

language = "English",

isbn = "9789086860234",

pages = "95--103",

booktitle = "Precision Livestock Farming 2007 - Papers Presented at the 3rd European Conference on Precision Livestock Farming",

note = "3rd European Conference on Precision Livestock Farming, ECPLF 2007 ; Conference date: 03-06-2007 Through 06-06-2007",

}

Nadimi, ES, Søgaard, HT, Oudshoorn, FW, Blanes-Vidal, V & Bak, T 2007, Monitoring cow behavior parameters based on received signal strength using wireless sensor networks. i Precision Livestock Farming 2007 - Papers Presented at the 3rd European Conference on Precision Livestock Farming. s. 95-103, 3rd European Conference on Precision Livestock Farming, ECPLF 2007, Skiathos, Grækenland, 03/06/2007.

Monitoring cow behavior parameters based on received signal strength using wireless sensor networks. / Nadimi, E. S.; Søgaard, H. T.; Oudshoorn, F. W. et al.
Precision Livestock Farming 2007 - Papers Presented at the 3rd European Conference on Precision Livestock Farming. 2007. s. 95-103.

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

TY - GEN

T1 - Monitoring cow behavior parameters based on received signal strength using wireless sensor networks

AU - Nadimi, E. S.

AU - Søgaard, H. T.

AU - Oudshoorn, F. W.

AU - Blanes-Vidal, V.

AU - Bak, T.

PY - 2007/12/1

Y1 - 2007/12/1

N2 - The pitch angle of the neck of the cow using a 2-axis accelerometer has been measured and the movement velocity was estimated using received signal strength, both in a wireless sensor network. Classification based on activity (grazing, looking for the grass) and inactivity (lying down, standing) has been successfully accomplished. The results have been confirmed by manual registration and by GPS measurements.

AB - The pitch angle of the neck of the cow using a 2-axis accelerometer has been measured and the movement velocity was estimated using received signal strength, both in a wireless sensor network. Classification based on activity (grazing, looking for the grass) and inactivity (lying down, standing) has been successfully accomplished. The results have been confirmed by manual registration and by GPS measurements.

KW - Behavior classification

KW - Kalman filter

KW - Moving window

KW - Received signal strength

KW - Wireless sensor networks

UR - http://www.scopus.com/inward/record.url?scp=38949196287&partnerID=8YFLogxK

M3 - Article in proceeding

AN - SCOPUS:38949196287

SN - 9789086860234

SP - 95

EP - 103

BT - Precision Livestock Farming 2007 - Papers Presented at the 3rd European Conference on Precision Livestock Farming

T2 - 3rd European Conference on Precision Livestock Farming, ECPLF 2007

Y2 - 3 June 2007 through 6 June 2007

ER -

Monitoring cow behavior parameters based on received signal strength using wireless sensor networks

Abstract

Konference

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