ass日本风韵熟妇pics男人扒开女人屁屁桶到爽|扒开胸露出奶头亲吻视频|邻居少妇的诱惑|人人妻在线播放|日日摸夜夜摸狠狠摸婷婷|制服 丝袜 人妻|激情熟妇中文字幕|看黄色欧美特一级|日本av人妻系列|高潮对白av,丰满岳妇乱熟妇之荡,日本丰满熟妇乱又伦,日韩欧美一区二区三区在线

可穿戴生物感知的肉羊運(yùn)輸應(yīng)激特征參數(shù)提取與建模
CSTR:
作者:
作者單位:

作者簡(jiǎn)介:

通訊作者:

中圖分類號(hào):

基金項(xiàng)目:

國(guó)家重點(diǎn)研發(fā)計(jì)劃——政府間國(guó)際合作項(xiàng)目(2017YFE0111200)


Feature Parameter Extraction and Modeling of Stress Response Based on Wearable Biosensing for Mutton Sheep Transportation
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 圖/表
  • |
  • 訪問(wèn)統(tǒng)計(jì)
  • |
  • 參考文獻(xiàn)
  • |
  • 相似文獻(xiàn)
  • |
  • 引證文獻(xiàn)
  • |
  • 資源附件
  • |
  • 文章評(píng)論
    摘要:

    傳統(tǒng)的肉羊應(yīng)激反應(yīng)檢測(cè)方法多采用靜態(tài)采血化驗(yàn)法,,在動(dòng)物養(yǎng)殖運(yùn)輸過(guò)程中無(wú)法做到實(shí)時(shí)且連續(xù)地檢測(cè),,為此設(shè)計(jì)了適用于肉羊運(yùn)輸過(guò)程中的可穿戴生物與環(huán)境信號(hào)的動(dòng)態(tài)檢測(cè)裝置,利用脈搏波傳感器和紅外溫度傳感器獲取肉羊運(yùn)輸過(guò)程中的心率和體溫,,采用時(shí)域分析方法提取肉羊運(yùn)輸應(yīng)激特征參數(shù)中5個(gè)典型特征參數(shù),,并對(duì)其進(jìn)行特征分析。特征參數(shù)MR,、SDNN,、RMSSD、pNN50,、CV隨運(yùn)輸時(shí)間的延長(zhǎng)呈增加趨勢(shì),,并且由于道路的變化而具有隨機(jī)性,,證明了運(yùn)輸應(yīng)激的變化;基于專家經(jīng)驗(yàn)與有監(jiān)督的機(jī)器學(xué)習(xí)方法構(gòu)建肉羊運(yùn)輸過(guò)程應(yīng)激狀態(tài)預(yù)測(cè)模型,,模型的平均預(yù)測(cè)準(zhǔn)確率在89.81%以上,。結(jié)果表明,本文設(shè)計(jì)的可穿戴生物感知裝置,,能夠有效地識(shí)別出運(yùn)輸應(yīng)激狀態(tài),,實(shí)現(xiàn)肉羊運(yùn)輸應(yīng)激分級(jí)預(yù)測(cè)管理機(jī)制,解決了肉羊運(yùn)輸監(jiān)管與品控等問(wèn)題,。

    Abstract:

    The traditional detection methods of stress response of mutton sheep focus on the static blood test method, which cannot achieve real-time and continuous detection in the process of animal farming and transportation. A set of devices for dynamic detection of wearable biological and environmental signals in the process of mutton sheep transportation was designed. The heart rate and body temperature of mutton sheep during transportation were obtained by pulse wave sensor and infrared temperature sensor. The time domain analysis method was used to extract five typical characteristic parameters of transport stress characteristic parameters of mutton sheep, and their characteristics were analyzed in detail. The characteristic parameters MR, SDNN, RMSSD, pNN50 and CV tended to increase with the extension of transportation time, and were random due to changes in roads, which proved the changes in transportation stress. The average prediction accuracy of the stress state prediction model based on expert experience and supervised machine learning method was more than 89.81%. The results showed that through the development of wearable biosensing devices the pulse wave and body temperature can be monitored and the characteristic parameters of transport stress of mutton sheep can be extracted. The three states of transport stress can be effectively identified, the classification prediction management mechanism of transport stress of mutton sheep can be realized, and the problems such as low efficiency of transport supervision and quality control of mutton sheep can be solved.

    參考文獻(xiàn)
    相似文獻(xiàn)
    引證文獻(xiàn)
引用本文

馬瑞芹,張夢(mèng)杰,于瑞航,崔衍,王想.可穿戴生物感知的肉羊運(yùn)輸應(yīng)激特征參數(shù)提取與建模[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2021,52(10):291-299,,416. MA Ruiqin, ZHANG Mengjie, YU Ruihang, CUI Yan, WANG Xiang. Feature Parameter Extraction and Modeling of Stress Response Based on Wearable Biosensing for Mutton Sheep Transportation[J]. Transactions of the Chinese Society for Agricultural Machinery,2021,52(10):291-299,416.

復(fù)制
分享
文章指標(biāo)
  • 點(diǎn)擊次數(shù):
  • 下載次數(shù):
  • HTML閱讀次數(shù):
  • 引用次數(shù):
歷史
  • 收稿日期:2021-06-25
  • 最后修改日期:
  • 錄用日期:
  • 在線發(fā)布日期: 2021-07-24
  • 出版日期:
文章二維碼