Granted Patent B1

US 12,375,933 · App. 19/174,425 · Granted Jul 29, 2025

Inventor: Armando Montalvo (Winter Garden, FL)

Assignee: Digital Global Systems, Inc.

H04W16/10H04W24/02H04W24/08H04W28/0925H04W28/0967H04W72/0453H04W16/14

Abstract

Claims (13)

1. A method for optimization of spectrum utilization in an electromagnetic environment comprising:

monitoring the electromagnetic environment to create measured data with at least one monitoring sensor;

analyzing the measured data to create analyzed data including at least two wireless signals with at least one data analysis engine;

predicting the electromagnetic environment with an embedded artificial intelligence (AI) agent based on the analyzed data;

generating and selecting at least one parameter to store in a parameter block based on the measured data with the at least one data analysis engine;

dynamically optimizing network parameters based on the at least one parameter and/or at least one customer goal;

dynamically optimizing Layer 1 (L1), Layer 2 (L2), and Layer 3 (L3) functions and/or parameters based on statistical learning techniques and/or control theory;

identifying and mitigating interference between the at least two wireless signals transmitted on overlapping frequency bands with at least one interference mitigation engine based on a communication from the embedded AI agent; and

managing simultaneous operation of at least two wireless networks containing the at least two wireless signals with at least one multi-network orchestration module.

2. The method of claim 1 , wherein the embedded AI agent utilizes at least one AI algorithm and/or machine learning (ML) algorithm to refine a training model and adjust the at least one parameter.

3. The method of claim 2 , wherein the embedded AI agent learns from previous spectrum allocation decisions.

4. The method of claim 1 , further comprising at least one smart contract engine managing dynamic spectrum leasing between at least two telecommunication operators.

5. The method of claim 4 , wherein the at least two telecommunication operators share spectrum resources.

Assignments (1)

Continuity (16)

References Cited (268)