Sarah Nataj

Sarah Nataj

Research Assistance, Sessional instructor

University of Manitoba

I am working on Project: Traffic monitoring with distributed acoustic sensing for Fotech Solutions company

We onsider a distributed acoustic sensing (DAS) system monitoring a fibre optic cable deployed along an active roadway. The goal of this project is to use data collected from the DAS system to develop a detection and tracking method capable of identifying individual vehicles and reporting their position and velocity as they move along the road/fibre. Once the position and velocity are determined, various metrics for traffic flow could be determined, allowing for prediction and optimization of traffic congestion.

Interests

  • Numerical Analysis
  • Optimization
  • Machine Learning methods
  • Spectral method for PDEs
  • Teaching
  • Data Science

Education

  • PhD in Mathematics

    University of Manitoba

  • Ms in Applied Mathematics

    Tarbiat Modares University

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