• DocumentCode
    3749192
  • Title

    Regression based prediction algorithm for remote controlling of IoT based applications

  • Author

    Satyavrat Wagle;Tejas Sathe;Gandhar Vamburkar;Anand Gaikaiwari

  • Author_Institution
    Dept of Instrumentation and Control Engg., Vishwakarma Institute of Technology, Pune, India
  • fYear
    2015
  • Firstpage
    299
  • Lastpage
    303
  • Abstract
    The growing paradigm of Internet of Things (IoT), has necessitated the development of new and improved monitoring and control methodologies for applications which were hitherto subjected to the constraints of a local control system. This paper proposes a predictive system to monitor and control embedded applications linked to IoT. A brief introduction of Internet of Things and its resultant effects on control system design are discussed followed by an overview of regression systems. Next, we present a prototype model implementing a regression based control system model, and the inferences from the data it has generated on execution. Finally, we discuss the possible modifications and application areas of regression based processes in IoT.
  • Keywords
    "Linear regression","Control systems","Moisture","Sensors","Soil","Servers","Internet of things"
  • Publisher
    ieee
  • Conference_Titel
    Computing and Network Communications (CoCoNet), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/CoCoNet.2015.7411202
  • Filename
    7411202