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Unpublished Paper
ANALYSIS OF SENSOR DATA IN CYBER-PHYSICAL SYSTEM
(2013)
  • Xianglong Kong, University of Massachusetts - Amherst
Abstract

Cyber-Physical System (CPS) become more and more importance from industrial application (e.g., aircraft control, automation management) to societal challenges (e.g. health caring, environment monitoring). It has traditionally been designed to one specific application domain and to be managed by a single entity, implemented communication between physical world and computational world. However, it still just work within its domain, and not be interoperability. How to make it into scalable? How to make it reusing? These questions become more and more necessary. In this paper, we are trying to developing a common CPS infrastructure, let it be an innovative CPS crossing multiple domains to broad use sensors and actuators. Here, we implement a technique for automatically build a model according to the sensor data in di erent domains. And based on our approach under contin- uous situation, it could identify the sensor values right now or estimate next few time step, which we call spatial model or temporal model.

Keywords
  • Sensor data,
  • Cyber_physical System,
  • Holt-Winters Exponential Smoothing
Publication Date
2013
Citation Information
Xianglong Kong. "ANALYSIS OF SENSOR DATA IN CYBER-PHYSICAL SYSTEM" (2013)
Available at: http://works.bepress.com/xianglong_kong/1/