Patent ID: 11902811
Assignee: MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC H

Claim 3:
4. The system of claim 1, wherein to determine the state of the environment, the processor is configured to execute a neural network including multiple subnetworks, wherein the subnetworks comprise:
a first feature extraction subnetwork trained to perform the extraction of the first features from the one or multiple properties of the centimeter-wavelength channel;
a second feature extraction subnetwork trained to perform the extraction of the second features from the one or multiple properties of the millimeter-wavelength channel;
a fusion subnetwork trained to perform the fusion of the first features and the second features to produce the fused features; and
a state estimator subnetwork trained to perform the estimation the state of the environment from the fused features.