Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression. (arXiv:2201.11253v1 [cs.LG])

With the rapid expansion of urban areas and the increasingly use of
electricity, the need for locating buried cables is becoming urgent. In this
paper, a noval method to locate underground cables based on Ground Penetrating
Radar (GPR) and Gaussian-process regression is proposed. Firstly, the
coordinate system of the detected area is conducted, and the input and output
of locating buried cables are determined. The GPR is moved along the
established parallel detection lines, and the hyperbolic signatures generated
by …

arxiv gaussian-process process radar regression