MODELING RADIO WAVE PROPAGATION IN A FIFTH GENERATION (5G) OR OTHER NEXT GENERATION NETWORK

Patent №

US 11,601,209

Granted

2023-03-07

Filed 2020

Owner

AT&T INTELLECTUAL PROPERTY I, L.P.

Lab

AI components

4

ml · nlp · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17104759

The technologies described herein are generally directed to modeling radio wave propagation in a fifth generation (5G) network or other next generation networks. For example, a method described herein can include based on a graphical representation of a layout of a geographic area, identifying, by equipment comprising a processor, a feature of the geographic area relevant to propagation of a signal propagated from a signal point on the layout, resulting in an identified feature. The method can further comprise based on the identified feature and the signal point, generating, by the equipment, a feature map for the geographic area by employing a neural network, wherein the feature map comprises a map depicting estimates of the propagation of the signal at locations within the geographic area.

Machine learningNatural languageVisionPlanningH04B 17/391H04B 17/3912G06N 3/045G06N 3/0464G06N 3/08G06N 3/09H04W 4/02H04B 17/318

AI classification

Machine learning1.00
Vision1.00
Planning0.97
Natural language0.81
Knowledge representation0.04
AI hardware0.02
Evolutionary computation0.00
Speech0.00

Ownership

AT&T INTELLECTUAL PROPERTY I, L.P.

assignment · 544700577

Assignors

SAXON, JEFFREY B., LOIS, BRIAN, DABHOLKAR, ABHAY, SABIR, MUHAMMAD FAROOQ

On an employer assignment, the assignors are typically the inventors.

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