{"title":"Integrative Use of Neural Networks and Internet of Things for Smart Agriculture","authors":"Jayashree S. Awatia, S. Patil, Mahesh Kumbhar","doi":"10.2139/ssrn.3735862","DOIUrl":null,"url":null,"abstract":"Agriculture is a wide developing area in India. A lot of research is going on in the agriculture sector for supporting the farmers. Neural Networks and the Internet of Things, Wireless sensor technology have been used in the agriculture sector. Integration of neural networks with the internet of things implemented for smart management of agriculture. Wireless sensor networks collect the information from agriculture fields and have provided these collected data to IoT clouds. The neural network analyses the data and takes proper controlling and management actions of agriculture activities. The integrated system of neural networks with IoT supports for increasing the yield in the agriculture field. The paper provides the experimental results of the integrative use of neural networks and the internet of things for smart agriculture.","PeriodicalId":231642,"journal":{"name":"DecisionSciRN: Decision Making in Agriculture (Topic)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"DecisionSciRN: Decision Making in Agriculture (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3735862","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Agriculture is a wide developing area in India. A lot of research is going on in the agriculture sector for supporting the farmers. Neural Networks and the Internet of Things, Wireless sensor technology have been used in the agriculture sector. Integration of neural networks with the internet of things implemented for smart management of agriculture. Wireless sensor networks collect the information from agriculture fields and have provided these collected data to IoT clouds. The neural network analyses the data and takes proper controlling and management actions of agriculture activities. The integrated system of neural networks with IoT supports for increasing the yield in the agriculture field. The paper provides the experimental results of the integrative use of neural networks and the internet of things for smart agriculture.