# US 12,015,928 B2 · System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization

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- Number: US 12,015,928 B2
- Document ID: US12015928B2
- Status: Granted
- Kind: B2
- Application number: 18/425,800
- Filed: 2024-01-29
- Published: 2024-05-23
- Granted: 2024-06-18
- Earliest claimed: 2020-05-01
- Assignees: Digital Global Systems, Inc.
- Applicants: Digital Global Systems, Inc.
- Inventors: Armando Montalvo
- Web page: https://patentgrep.com/patent/US12015928B2

## CPC

- H04W 16/10: Dynamic resource partitioning
- G06F 30/27: using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
- G06N 3/02: Neural networks
- G06N 5/022: Knowledge engineering; Knowledge acquisition
- G06N 5/04: Inference or reasoning models
- G06N 20/00: Machine learning
- G06N 20/10: using kernel methods, e.g. support vector machines [SVM]
- G06N 20/20: Ensemble learning
- H04B 17/309: Measuring or estimating channel quality parameters
- H04L 41/0893: Assignment of logical groups to network elements
- H04L 41/16: using machine learning or artificial intelligence
- H04W 24/02: Arrangements for optimising operational condition
- H04W 72/0453: Resources in frequency domain, e.g. a carrier in FDMA
- G06F 30/20: Design optimisation, verification or simulation (optimisation, verification or simulation of circuit designs G06F30/30)
- G06N 3/042: Knowledge-based neural networks; Logical representations of neural networks
- G06N 3/045: Combinations of networks
- H04L 41/0894: Policy-based network configuration management
- H04W 16/14: Spectrum sharing arrangements {between different networks}
- H04W 24/08: Testing, {supervising or monitoring} using real traffic
- H04W: WIRELESS COMMUNICATION NETWORKS (broadcast communication H04H; communication systems using wireless links for non-selective communication, e.g. wireless extensions H04M1/72)
- G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)
- G06N: COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- H04B: TRANSMISSION
- H04L: TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)

## Abstract

Systems, methods, and apparatuses for providing dynamic, prioritized spectrum utilization management. The system includes at least one monitoring sensor, at least one data analysis engine, at least one application, a semantic engine, a programmable rules and policy editor, a tip and cue server, and/or a control panel. The tip and cue server is operable utilize the environmental awareness from the data processed by the at least one data analysis engine in combination with additional information to create actionable data.

## Claims

### Claim 1

A system for dynamic, prioritized spectrum utilization management in an electromagnetic environment comprising:
at least one monitoring sensor operable to monitor the electromagnetic environment and create measured data based on the electromagnetic environment;
at least one data analysis engine for analyzing the measured data;
at least one application; and
a tip and cue server;
wherein the at least one monitoring sensor is in communication with the at least one data analysis engine;
wherein the at least one application is operable to control the at least one monitoring sensor;
wherein the tip and cue server is in communication with the data analysis engine;
wherein the at least one data analysis engine is operable to identify open space in the electromagnetic environment based on the measured data;
wherein the at least one application includes a survey occupancy application and a resource brokerage application, wherein the survey occupancy application is operable to determine occupancy in frequency bands;
wherein the tip and cue server is operable to provide at least one report based on actionable data to optimize goals of the at least one application.

### Claim 2 (depends on 1)

The system of claim 1, wherein the at least one monitoring sensor includes at least one antenna.

### Claim 3 (depends on 2)

The system of claim 2, wherein the at least one antenna includes a directional antenna.

### Claim 4 (depends on 3)

The system of claim 3, wherein the at least one antenna array includes at least one steerable antenna array.

### Claim 5 (depends on 1)

The system of claim 1, wherein the at least one monitoring sensor includes at least one antenna array.

### Claim 6 (depends on 1)

The system of claim 1, wherein the survey occupancy application is operable to preprocess at least two signals that exist in the same band based on interference between the at least two signals.

### Claim 7 (depends on 1)

The system of claim 1, wherein the system is operable to provide information on the open space.

### Claim 8 (depends on 7)

The system of claim 7, wherein the system is operable to provide the information on the open space in real time.

### Claim 9 (depends on 1)

The system of claim 1, wherein the actionable data is processed using artificial intelligence (AI) or machine learning (ML) algorithms to provide results and/or solutions for spectrum management based on policies.

### Claim 10 (depends on 1)

The system of claim 1, wherein the system is operable to survey the electromagnetic environment from 20 MHz to 6 GHz.

### Claim 11 (depends on 1)

The system of claim 1, further comprising a control plane operable to communicate with at least one base station.

### Claim 12

A system for dynamic, prioritized spectrum utilization management in an electromagnetic environment comprising:
at least one monitoring sensor operable to monitor the electromagnetic environment and create measured data based on the electromagnetic environment;
at least one data analysis engine for analyzing the measured data;
at least one application; and
a tip and cue server;
wherein the at least one monitoring sensor is in communication with the at least one data analysis engine;
wherein the at least one application is operable to control the at least one monitoring sensor;
wherein the tip and cue server is in communication with the data analysis engine;
wherein the at least one application includes a survey occupancy application operable to determine occupancy in frequency bands;
wherein the tip and cue server is operable to provide at least one report based on actionable data to optimize goals of the at least one application.

### Claim 13 (depends on 12)

The system of claim 12, wherein the at least one monitoring sensor includes at least one directional antenna.

### Claim 14 (depends on 12)

The system of claim 12, wherein the system is operable to survey the electromagnetic environment from 20 MHz to 6 GHz.

### Claim 15 (depends on 12)

The system of claim 12, further comprising a control plane operable to communicate with at least one base station.

### Claim 16 (depends on 12)

The system of claim 12, wherein the survey occupancy application is operable to preprocess at least two signals that exist in the same band based on interference between the at least two signals.

### Claim 17

A method for dynamic, prioritized spectrum utilization management in an electromagnetic environment comprising:
at least one monitoring sensor monitoring the electromagnetic environment and creating measured data based on the electromagnetic environment under control of at least one application;
at least one data analysis engine analyzing the measured data;
a survey occupancy application of the at least one application determining occupancy in frequency bands;
a tip and cue server providing at least one report based on actionable data to optimize goals of the at least one application.

### Claim 18 (depends on 17)

The method of claim 17, wherein the at least one monitoring sensor includes at least one directional antenna.

### Claim 19 (depends on 17)

The method of claim 17, further comprising surveying the electromagnetic environment in a frequency range between 20 MHz to 6 GHz.

### Claim 20 (depends on 17)

The method of claim 17, further comprising the survey occupancy application preprocessing at least two signals that exist in the same band based on interference between the at least two signals.