JSI Gaussian Process Regression Interpolation Results

Dataset

Description

Output from Gaussian Process Regression (GPR) on gamma radiation data observations from the reactor hall at the Jožef Stefan Institute (JSI) TRIGA Mark II facility.The file is comma separated, with header row. Data columns are grid positions x and y (in metres), the estimated gamma counts (mean), and the absolute variance estimates, including upper and lower values. Variance can be used as an indication of confidence in a given estimate.Grid positions correspond to locations of "free-space" identified in the SLAM map created by the robot during the survey mission.
Date made available2021
PublisherUniversity of Manchester Figshare

Research Beacons, Institutes and Platforms

  • Dalton Nuclear Institute

Keywords

  • Gaussian process regression
  • Gamma radiation flux (cps)
  • UGV
  • Unmanned Ground Vehicle
  • Nuclear Engineering
  • Control Systems, Robotics and Automation

Cite this