H04B 17/373, H04B 17/391, H04B 17/3911, H04B 17/3913
A system and method for applying supervised learning to model a second wireless channel environment based upon data collected for a first wireless channel environment. In various embodiments, regression techniques are used to overcome known channel modeling issues. Using the data of one particular communication environment, it is possible to predict a path loss model of a different communication environment. As such, the required number of measurements and the complexity of the model prediction is greatly reduced.
Aldossari, Saud Mobark and Chen, Kwang-Cheng, "System and method for predicting wireless channel path loss" (2021). USF Patents. 1265.
University of South Florida