Deep learning assisted fixed wireless access network coverage planning

HIGHLIGHTS

  • who: YI CHU and collaborators from the of Electronic Engineering, University of York, York , DD, UK have published the article: Deep Learning Assisted Fixed Wireless Access Network Coverage Planning, in the Journal: (JOURNAL)
  • what: The authors propose a Deep Learning (DL) based universal enhancement to planning tools which automatically extracts potential CPE antenna locations from aerial images of the target buildings. The authors evaluate the performance of the pixel level object detection provided by Mask Region-based Convolutional Neural Network (Mask R-CNN) trained on an image dataset with suburban and rural residential properties across . . .

     

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