메뉴 건너뛰기




Volumn 134, Issue , 2017, Pages 124-134

Development of a threshold-based classifier for real-time recognition of cow feeding and standing behavioural activities from accelerometer data

Author keywords

Building for dairy farming; Cow feeding activity; Cow standing activity; Precision livestock farming; Sensors; Thresholds

Indexed keywords

ACCELEROMETERS; AGRICULTURE; ANIMALS; AUTOMATION; CLASSIFICATION (OF INFORMATION); FEEDING; SENSORS;

EID: 85012241703     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2017.01.021     Document Type: Article
Times cited : (104)

References (24)
  • 2
    • 85000443552 scopus 로고    scopus 로고
    • A threshold-based algorithm for the development of inertial sensor-based systems to perform real-time cow step counting in free-stall barns
    • Arcidiacono, C., Porto, S.M.C., Mancino, M., Cascone, G., A threshold-based algorithm for the development of inertial sensor-based systems to perform real-time cow step counting in free-stall barns. Biosyst. Eng. 153 (2017), 99–109, 10.1016/j.biosystemseng.2016.11.003.
    • (2017) Biosyst. Eng. , vol.153 , pp. 99-109
    • Arcidiacono, C.1    Porto, S.M.C.2    Mancino, M.3    Cascone, G.4
  • 4
    • 79957959988 scopus 로고    scopus 로고
    • The effect of grazing on cow mortality in Danish dairy herds
    • Burow, E., Thomsen, P.T., Sørensen, J.T., Rousing, T., The effect of grazing on cow mortality in Danish dairy herds. Prev. Vet. Med. 100 (2011), 237–241, 10.1016/j.prevetmed.2011.04.001.
    • (2011) Prev. Vet. Med. , vol.100 , pp. 237-241
    • Burow, E.1    Thomsen, P.T.2    Sørensen, J.T.3    Rousing, T.4
  • 5
    • 84925088940 scopus 로고    scopus 로고
    • Daily grazing time of dairy cows is recorded accurately using the Lifecorder Plus device
    • Delagarde, R., Lamberton, P., Daily grazing time of dairy cows is recorded accurately using the Lifecorder Plus device. Appl. Anim. Behav. Sci. 165 (2015), 25–32, 10.1016/j.applanim.2015.01.014.
    • (2015) Appl. Anim. Behav. Sci. , vol.165 , pp. 25-32
    • Delagarde, R.1    Lamberton, P.2
  • 6
  • 7
    • 84949547584 scopus 로고    scopus 로고
    • Measuring the effect of hoof lesions on cow's walking, lying and eating behavior
    • In: Precision Livestock Farming 2015 – Papers Presented at the 7th European Conference on Precision Livestock Farming, ECPLF 2015.
    • Frondelius, L., Kajava, S., Lindeberg, H., Mononen, J., Pastell, M., 2015. Measuring the effect of hoof lesions on cow's walking, lying and eating behavior. In: Precision Livestock Farming 2015 – Papers Presented at the 7th European Conference on Precision Livestock Farming, ECPLF 2015.
    • (2015)
    • Frondelius, L.1    Kajava, S.2    Lindeberg, H.3    Mononen, J.4    Pastell, M.5
  • 8
    • 85012282177 scopus 로고    scopus 로고
    • Advances in Data Mining: Applications and Theoretical Aspects, Advances in Data Mining. Applications and Theoretical Aspects, Lecture Notes in Computer Science
    • Springer International Publishing Hamburg
    • Godsk, T., Kjærgaard, M.B., Advances in Data Mining: Applications and Theoretical Aspects, Advances in Data Mining. Applications and Theoretical Aspects, Lecture Notes in Computer Science. 2015, Springer International Publishing, Hamburg, 10.1007/978-3-642-23184-1_14.
    • (2015)
    • Godsk, T.1    Kjærgaard, M.B.2
  • 10
    • 84897485909 scopus 로고    scopus 로고
    • Validation and application of an indoor localization system for animals
    • In: Precis. Livest. Farming 2013 – Pap. Present. 6th Eur. Conf. Precis. Livest. Farming, ECPLF, 2013, pp.
    • Ipema, A.H., Van De Ven, T., Hogewerf, P.H., 2013. Validation and application of an indoor localization system for animals. In: Precis. Livest. Farming 2013 – Pap. Present. 6th Eur. Conf. Precis. Livest. Farming, ECPLF, 2013, pp. 135–144.
    • (2013) , pp. 135-144
    • Ipema, A.H.1    Van De Ven, T.2    Hogewerf, P.H.3
  • 11
  • 12
    • 84886596962 scopus 로고    scopus 로고
    • Automatic registration of grazing behaviour in dairy cows using 3D activity loggers
    • Nielsen, P.P., Automatic registration of grazing behaviour in dairy cows using 3D activity loggers. Appl. Anim. Behav. Sci. 148 (2013), 179–184, 10.1016/j.applanim.2013.09.001.
    • (2013) Appl. Anim. Behav. Sci. , vol.148 , pp. 179-184
    • Nielsen, P.P.1
  • 13
    • 84886491081 scopus 로고    scopus 로고
    • Estimation of grass intake on pasture for dairy cows using tightly and loosely mounted di- and tri-axial accelerometers combined with bite count
    • Oudshoorn, F.W., Cornou, C., Hellwing, A.L.F., Hansen, H.H., Munksgaard, L., Lund, P., Kristensen, T., Estimation of grass intake on pasture for dairy cows using tightly and loosely mounted di- and tri-axial accelerometers combined with bite count. Comput. Electron. Agric. 99 (2013), 227–235, 10.1016/j.compag.2013.09.013.
    • (2013) Comput. Electron. Agric. , vol.99 , pp. 227-235
    • Oudshoorn, F.W.1    Cornou, C.2    Hellwing, A.L.F.3    Hansen, H.H.4    Munksgaard, L.5    Lund, P.6    Kristensen, T.7
  • 14
    • 84924942694 scopus 로고    scopus 로고
    • The automatic detection of dairy cow feeding and standing behaviours in free-stall barns by a computer vision-based system
    • Porto, S.M.C., Arcidiacono, C., Anguzza, U., Cascone, G., The automatic detection of dairy cow feeding and standing behaviours in free-stall barns by a computer vision-based system. Biosyst. Eng. 133 (2015), 46–55, 10.1016/j.biosystemseng.2015.02.012.
    • (2015) Biosyst. Eng. , vol.133 , pp. 46-55
    • Porto, S.M.C.1    Arcidiacono, C.2    Anguzza, U.3    Cascone, G.4
  • 17
    • 84908316488 scopus 로고    scopus 로고
    • Localisation and identification performances of a real-time location system based on ultra wide band technology for monitoring and tracking dairy cow behaviour in a semi-open free-stall barn
    • Porto, S.M.C., Arcidiacono, C., Giummarra, A., Anguzza, U., Cascone, G., Localisation and identification performances of a real-time location system based on ultra wide band technology for monitoring and tracking dairy cow behaviour in a semi-open free-stall barn. Comput. Electron. Agric. 108 (2014), 221–229, 10.1016/j.compag.2014.08.001.
    • (2014) Comput. Electron. Agric. , vol.108 , pp. 221-229
    • Porto, S.M.C.1    Arcidiacono, C.2    Giummarra, A.3    Anguzza, U.4    Cascone, G.5
  • 18
    • 85013647993 scopus 로고    scopus 로고
    • On the influence of the alternation of two different cooling systems on dairy cow daily activities
    • Porto, S.M.C., D'Emilio, A., Cascone, G., On the influence of the alternation of two different cooling systems on dairy cow daily activities. J. Agric. Eng. XLVII: 577 (2017), 21–27.
    • (2017) J. Agric. Eng. , vol.XLVII 577 , pp. 21-27
    • Porto, S.M.C.1    D'Emilio, A.2    Cascone, G.3
  • 19
    • 85012264597 scopus 로고    scopus 로고
    • Multidisciplinary Approach to Acceptable and Practical Precision Livestock Farming
    • Praks, J., Veermäe, I., Kokin, E., Poikalainen, V., Nõmmeots, A., 2011. Multidisciplinary Approach to Acceptable and Practical Precision Livestock Farming.
    • (2011)
    • Praks, J.1    Veermäe, I.2    Kokin, E.3    Poikalainen, V.4    Nõmmeots, A.5
  • 20
    • 84952638172 scopus 로고    scopus 로고
    • Validation of a pressure sensor-based system for measuring eating, rumination and drinking behaviour of dairy cattle
    • 10.1016/j.applanim.2015.11.005
    • Ruuska, S., Kajava, S., Mughal, M., Zehner, N., Mononen, J., Validation of a pressure sensor-based system for measuring eating, rumination and drinking behaviour of dairy cattle. Appl. Anim. Behav. Sci, 2015 10.1016/j.applanim.2015.11.005.
    • (2015) Appl. Anim. Behav. Sci
    • Ruuska, S.1    Kajava, S.2    Mughal, M.3    Zehner, N.4    Mononen, J.5
  • 21
    • 0033041964 scopus 로고    scopus 로고
    • Validation of a radio frequency identification system for monitoring the feeding patterns of feedlot cattle
    • Schwartzkopf-Genswein, K.S., Huisma, C., McAllister, T.A., Validation of a radio frequency identification system for monitoring the feeding patterns of feedlot cattle. Livest. Prod. Sci. 60 (1999), 27–31, 10.1016/S0301-6226(99)00047-0.
    • (1999) Livest. Prod. Sci. , vol.60 , pp. 27-31
    • Schwartzkopf-Genswein, K.S.1    Huisma, C.2    McAllister, T.A.3
  • 22
    • 84991037806 scopus 로고    scopus 로고
    • Technical note: validation of a commercial system for the continuous and automated monitoring of dairy cow activity
    • Tullo, E., Fontana, I., Gottardo, D., Sloth, K.H., Guarino, M., Technical note: validation of a commercial system for the continuous and automated monitoring of dairy cow activity. J. Dairy Sci. 99 (2016), 7489–7494, 10.3168/jds.2016-11014.
    • (2016) J. Dairy Sci. , vol.99 , pp. 7489-7494
    • Tullo, E.1    Fontana, I.2    Gottardo, D.3    Sloth, K.H.4    Guarino, M.5
  • 23
    • 79959364041 scopus 로고    scopus 로고
    • Technical note: the use of a physical activity monitor to estimate the eating time of cows in pasture
    • Ueda, Y., Akiyama, F., Asakuma, S., Watanabe, N., Technical note: the use of a physical activity monitor to estimate the eating time of cows in pasture. J. Dairy Sci. 94 (2011), 3498–3503, 10.3168/jds.2010-4033.
    • (2011) J. Dairy Sci. , vol.94 , pp. 3498-3503
    • Ueda, Y.1    Akiyama, F.2    Asakuma, S.3    Watanabe, N.4
  • 24
    • 22744433385 scopus 로고    scopus 로고
    • Inference of animal activity from GPS collar data on free-ranging cattle
    • Ungar, E.D., Henkin, Z., Gutman, M., Dolev, A., Genizi, A., Ganskopp, D., Inference of animal activity from GPS collar data on free-ranging cattle. Rangeland Ecol. Manage. 58 (2005), 256–266, 10.2111/1551-5028(2005) 58[256:IOAAFG]2.0.CO;2.
    • (2005) Rangeland Ecol. Manage. , vol.58 , pp. 256-266
    • Ungar, E.D.1    Henkin, Z.2    Gutman, M.3    Dolev, A.4    Genizi, A.5    Ganskopp, D.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.