BriefGPT.xyz
Aug, 2023
RADIANCE:用于自动网络覆盖估计的射频对抗深度学习推断
RADIANCE: Radio-Frequency Adversarial Deep-learning Inference for Automated Network Coverage Estimation
HTML
PDF
Sopan Sarkar, Mohammad Hossein Manshaei, Marwan Krunz
TL;DR
利用生成对抗网络的方法以及语义地图对室内环境进行建模,实现射频地图的自动合成及网络覆盖估计。
Abstract
Radio-frequency coverage maps (
rf maps
) are extensively utilized in wireless networks for capacity planning, placement of access points and base stations, localization, and coverage estimation. Conducting site surveys to obtain
→