Tracking group housed sows with an ultra-wideband indoor positioning system: A feasibility study
Autor: | Annelies Van Nuffel, Jarissa Maselyne, Shaojie Zhuang, Bart Sonck, Jürgen Vangeyte |
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Rok vydání: | 2020 |
Předmět: |
Positioning system
Computer science 010401 analytical chemistry Real-time computing Soil Science Ultra-wideband 04 agricultural and veterinary sciences Tracking (particle physics) 01 natural sciences 0104 chemical sciences Time of arrival Indoor positioning system Control and Systems Engineering Moving average 040103 agronomy & agriculture Median filter 0401 agriculture forestry and fisheries Bilateral filter Agronomy and Crop Science Food Science |
Zdroj: | Biosystems Engineering. 200:176-187 |
ISSN: | 1537-5110 |
Popis: | Automated tracking of indoor housed farm animals is gaining an increasing interest in farming practice and research for monitoring animal behaviour and health. Several positioning solutions have become commercially available for different animal species, but the insight on how these systems perform in pig facilities is still limited. In this study the feasibility of tracking sows in a barn using an ultra-wideband (UWB) based indoor positioning system was investigated. The system consisted of 7 base stations and multiple tracker tags, and the determination of tags' positions was based on time of arrival (ToA). For locating stationary tags the system achieved 0.37 m accuracy at 1 m height and 0.50 m accuracy at 0.3 m height. While tracking moving tags at 1 m height 0.38 m accuracy was achieved. Three filters were tested to further improve the positioning performance. The median filter had the highest improvement on locating stationary and moving tags. The bilateral filter had a balanced capability of uncovering complex moving trajectories. The double exponential moving average filter was more suited when real-time updates were required. The overall results showed that tracking group housed sows inside a pig barn was feasible using the UWB positioning system. |
Databáze: | OpenAIRE |
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