IoT Enabled Sensor Network and Machine Learning

Authors

  • Neena Joseph  Department of CSE, Mangalam College of Engineering, Kerala, India
  • Vinodh P Vijayan  Department of CSE, Mangalam College of Engineering, Kerala, India
  • Neema George  Department of CSE, Mangalam College of Engineering, Kerala, India
  • Nimmymol Manuel   Department of CSE, Mangalam College of Engineering, Kerala, India

Keywords:

Classification, Decision tree, IoT-Internet of Things, Machine Learning

Abstract

Floods are one of the most commonplace natural failures that influences humanity. Unless we take the proper precautions, it'll endanger human existence itself. Flood prediction the usage of IoT enabled sensor network and system getting to know outlines a totally green manner to nicely recognize and manage floods. This generation may be used to evaluate the risk of flooding, there by way of rushing up precautionary measures. IoT is a network of computing devices By using distinctive sensors, statistics approximately numerous environmental conditions had been gathered and switch it to google sheet with the help of IoT era. The client can examine the statistics in the form of dataset from a far off device and predict the danger of flood.

References

  1. FloodMonitoringSystem(MyFMS),M.S.Baharum,R.A.AwangandN.H.Baba,2011.
  2. Web-based platform for river flood monitoring, RiberioAlexandra,CardosoAlberto,MarquesAlfeuS.,SimoesNunoE.,2016.
  3. A.McEwenandH.Cassimally,DesigningtheInternetofThings,2013.
  4. A. H. H. Ngu, M. Gutierrez, V. Metsis, and Q. Z. Sheng,IoTMiddleware:ASurveyonIssuesandEnablingTechnologies,Vol.X,no.X,pp.120,2016.
  5. Water Harvesting Chapter 3 - Rainfall-runoff Analysis,Food and Agriculture Organization of the United Nations -NaturalResourcesManagementandEnvironmentDepartment.
  6. SwapnilBande and Prof. Dr. Virendra V. Shete, “SmartflooddisasterpredictionsystemusingIoT&NeuralNetworks”,2016InternationalConferenceonSmartTechnologyforSmartNation,IEEE2017.
  7. MohammedKhalaf,AbirJaafarHussain,DhiyaAlJumeily,PaulFergusandIbrahimOlatunjiIdowu“AdvanceFloodDetectionandNotificationSystembasedonSensorTechnologyandMachineLearningAlgorithm”.
  8. IndraRiyanto,LestariMargatama,AnggaAriawan,LuhurBayuaji,MiaRizkinia,DodiSudiana,HarrySudibyo.

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Published

2018-04-30

Issue

Section

Research Articles

How to Cite

[1]
Neena Joseph, Vinodh P Vijayan, Neema George, Nimmymol Manuel , " IoT Enabled Sensor Network and Machine Learning, IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 3, pp.2164-2168, March-April-2018.