Patent ID: 11894880
Assignee: THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
Field: Telecommunications (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 12:
13. A method, comprising:
a sensor of an automatic wireless fine-grained ratio map construction and adaptation system collecting real wireless received signal strength (RSS) measurements in a free space;
a processor of the automatic wireless fine-grained ratio map construction and adaptation system constructing a Gaussian process regression (GPR) model based at least in part on the real wireless RSS measurements collected by the sensor in the free space to provide coarse RSS estimation in a constrained space; and
a generator of a generative adversarial network (GAN) of the automatic wireless fine-grained ratio map construction and adaptation system providing fine-grained RSS estimation in the constrained space by using an output of the GPR as an input for the generator of the GAN.