18917819. RADIO SIGNAL PREDICTION IN AN ENVIRONMENT (Nokia Solutions and Networks Oy)
RADIO SIGNAL PREDICTION IN AN ENVIRONMENT
Organization Name
Nokia Solutions and Networks Oy
Inventor(s)
Csaba Mate Jozsa of Budapest HU
[[:Category:Gábor S�r�s of Budapest HU|Gábor S�r�s of Budapest HU]][[Category:Gábor S�r�s of Budapest HU]]
RADIO SIGNAL PREDICTION IN AN ENVIRONMENT
This abstract first appeared for US patent application 18917819 titled 'RADIO SIGNAL PREDICTION IN AN ENVIRONMENT
Original Abstract Submitted
Disclosed is a method comprising: creating a first structure graph whose nodes represent points of a first structure map, the nodes being associated with state vectors obtained using feature vectors of the points of the first structure map; creating a first RF graph having nodes representing points of a respective first RF map; creating a first input graph from the first structure graph and the first RF graph; updating state vectors of the nodes of the first input graph; creating an output graph whose nodes represent target spatial points of the environment; connecting the output graph with at least the first input graph; updating the state vectors of the output graph; inputting the state vectors of the output graph to a trained machine learning model to obtain a prediction of a signal propagation characteristic at the target points.