{"title":"基于蓝牙低功耗的新型高能效水牛产犊检测解决方案","authors":"Radhika Raina;Kamal Jeet Singh;Suman Kumar;Sarthak Jain","doi":"10.1109/LNET.2025.3526658","DOIUrl":null,"url":null,"abstract":"This letter focuses on tackling the challenge of accurately determining the timing of buffalo calving while prioritizing power efficiency. To achieve this, a novel, compact, lightweight and power efficient device is designed for buffalo comfort and can be conveniently attached to the tail. The device wirelessly transmits data to a gateway using Bluetooth Low Energy (BLE). This functionality becomes particularly crucial when the tail movement increases in the last 12 hrs before calving and is regarded as a key behavioral indicator for predicting the onset of labor. Moreover, when an accelerometer is tied to the buffalo’s tail, the Z axis, which represents the vertical axis perpendicular to ground is anticipated to show the most notable deflections during this period as discussed in the literature. Thus, to conserve power, data is only transmitted when significant tail movement is detected, typically 12 hrs before calving, i.e., when Mean Z >-3 m/<inline-formula> <tex-math>$s^{2}$ </tex-math></inline-formula>. This approach reduces the device’s power consumption, extending its battery life to more than 6.08 years (approx.) using 620 mAh / 3V battery.","PeriodicalId":100628,"journal":{"name":"IEEE Networking Letters","volume":"7 1","pages":"6-10"},"PeriodicalIF":0.0000,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Bluetooth Low Energy-Based Novel Power Efficient Buffalo Calving Detection Solution\",\"authors\":\"Radhika Raina;Kamal Jeet Singh;Suman Kumar;Sarthak Jain\",\"doi\":\"10.1109/LNET.2025.3526658\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This letter focuses on tackling the challenge of accurately determining the timing of buffalo calving while prioritizing power efficiency. To achieve this, a novel, compact, lightweight and power efficient device is designed for buffalo comfort and can be conveniently attached to the tail. The device wirelessly transmits data to a gateway using Bluetooth Low Energy (BLE). This functionality becomes particularly crucial when the tail movement increases in the last 12 hrs before calving and is regarded as a key behavioral indicator for predicting the onset of labor. Moreover, when an accelerometer is tied to the buffalo’s tail, the Z axis, which represents the vertical axis perpendicular to ground is anticipated to show the most notable deflections during this period as discussed in the literature. Thus, to conserve power, data is only transmitted when significant tail movement is detected, typically 12 hrs before calving, i.e., when Mean Z >-3 m/<inline-formula> <tex-math>$s^{2}$ </tex-math></inline-formula>. This approach reduces the device’s power consumption, extending its battery life to more than 6.08 years (approx.) using 620 mAh / 3V battery.\",\"PeriodicalId\":100628,\"journal\":{\"name\":\"IEEE Networking Letters\",\"volume\":\"7 1\",\"pages\":\"6-10\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-01-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Networking Letters\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10829822/\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Networking Letters","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10829822/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
这封信的重点是解决在优先考虑能源效率的同时准确确定水牛产犊时间的挑战。为了实现这一目标,一种新颖、紧凑、轻便、节能的装置被设计出来,可以方便地附着在水牛的尾巴上。设备通过蓝牙低功耗(BLE)无线传输数据到网关。在产犊前的最后12小时,当尾巴运动增加时,这种功能变得尤为重要,被认为是预测分娩开始的关键行为指标。此外,当加速度计被绑在水牛的尾巴上时,Z轴(代表垂直于地面的垂直轴)预计会在这段时间内显示出最显著的偏转,如文献中所讨论的那样。因此,为了节省电力,数据仅在检测到明显的尾巴运动时传输,通常是在产犊前12小时,即当Mean Z >-3 m/ $s^{2}$时。这种方法降低了设备的功耗,使用620mah / 3V电池将其电池寿命延长至超过6.08年(大约)。
Bluetooth Low Energy-Based Novel Power Efficient Buffalo Calving Detection Solution
This letter focuses on tackling the challenge of accurately determining the timing of buffalo calving while prioritizing power efficiency. To achieve this, a novel, compact, lightweight and power efficient device is designed for buffalo comfort and can be conveniently attached to the tail. The device wirelessly transmits data to a gateway using Bluetooth Low Energy (BLE). This functionality becomes particularly crucial when the tail movement increases in the last 12 hrs before calving and is regarded as a key behavioral indicator for predicting the onset of labor. Moreover, when an accelerometer is tied to the buffalo’s tail, the Z axis, which represents the vertical axis perpendicular to ground is anticipated to show the most notable deflections during this period as discussed in the literature. Thus, to conserve power, data is only transmitted when significant tail movement is detected, typically 12 hrs before calving, i.e., when Mean Z >-3 m/$s^{2}$ . This approach reduces the device’s power consumption, extending its battery life to more than 6.08 years (approx.) using 620 mAh / 3V battery.