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A RFID-Based Monitoring System for Characterization of Perching Behaviors of Individual Poultry

机译:基于RFID的监测系统,用于栖息单个家禽的栖息行为

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Perching is a natural behavior of poultry. However, it is difficult to distinguish individual birds in a large group in order to relate perching behavior to health condition or productivity. To enable such research, this study developed and validateda radio frequency identification (RFID)-based automated perching monitoring system (APMS) for characterizing individual perching behaviors of group-housed poultry. The APMS consisted of a RFID module, a load cell module, and a round wooden perch. The RFID module was comprised of a high-frequency RFID reader, three customized rectangular antennas, and multiple RFID transponders. The load cell module was comprised of a data acquisition system and two load cells supporting the two ends of the perch. Dailynumber ofperch visits (PV) and perching duration (PD) of individual birds were used to delineate perching behavior. Three identical experimental pens, five hens per pen, were equipped with the monitoring system. Two RFID transponders were attached to each hen (one per leg) and a distinct color was marked on the bird's head for video or visual identification. Performance of the APMS was validated by comparing the system outputs with manual observation/labeling over an entire day. Sensitivity and specificity of the system were shown to improve from 97.77% and 99.88%, respectively, when using only the RFID module, to 99.83% and 99.93%, respectively, when incorporating weight information from the load cell module. This study revealed that the APMS has an excellent performance in measuring perching behaviors of individual birds in a group. The APMS offers great potentials for delineating differences in perching behavior among hens with different social status or health conditions in a group setting.
机译:栖息是家禽的自然行为。然而,很难区分大群中的个体鸟类,以使栖息行为与健康状况或生产力相关。为了实现此类研究,本研究开发了次要的自动栖息监测系统(APMS)的射频识别(RFID),用于表征群体家禽的单独栖息行为。 APM由RFID模块,负载电池模块和圆木栖息地组成。 RFID模块包括高频RFID读取器,三个定制的矩形天线和多个RFID转发器。负载电池模块包括数据采集系统和支撑鲈鱼两端的两个负载单元。将每日访问(PV)和单个鸟类的栖息持续时间(PD)用于描绘栖息行为。三种相同的实验钢笔,每支笔母鸡5母鸡,并配备了监控系统。两个RFID转发器连接到每个母鸡(每条腿一个),并且在鸟头上标记了不同的颜色,用于视频或视觉识别。通过将系统输出与一整天的手动观察/标签进行比较来验证APMS的性能。显示系统的敏感性和特异性分别从97.77%和99.88%的改善,当使用RFID模块时,分别使用从负载电池模块的重量信息分别使用99.83%和99.93%。本研究表明,APMS在群体中捕获个体鸟类的栖息行为具有出色的性能。 APMS为群体环境中具有不同社会地位或健康状况的母鸡之间栖息行为的差异提供了极大的潜力。

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