Floor Sensors of Animal Weight and Gait for Precision Livestock Farming

被引:0
|
作者
Vaughan, John [1 ]
Green, Peter M. [1 ]
Salter, Michael [2 ]
Grieve, Bruce [1 ]
Ozanyan, Krikor B. [1 ]
机构
[1] Univ Manchester, Sch Elect & Elect Engn, Sackville Str, Manchester M13 9PL, Lancs, England
[2] AB Agri Ltd, 64 Innovat Way, Peterborough PE2 6FL, Cambs, England
来源
关键词
distributed sensing; hostile environment; sensor enclosure; animal weight estimation; big data; IoT;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We report first results on developing smart sensor systems for the automatic and frequent collection of animal weight and gait data, under the hostile conditions of a livestock farm. The novelty in our approach is to sense frequently the animals' floor contact, in suitably chosen locations, under natural and unobtrusive conditions. We demonstrate a pilot low profile rubberized mat sensor heads, delivering a large number of plastic optical fiber transmission measurements taken frequently from individual deformation sensors. The acquired data allows gait analysis from guided-path tomography images or by machine learning. We demonstrate weight estimation with accuracy better than 1% over a range suitable for deployment in pig farms.
引用
收藏
页码:978 / 980
页数:3
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