# US 11,910,199 B2 · System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization

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- Number: US 11,910,199 B2
- Document ID: US11910199B2
- Status: Granted
- Kind: B2
- Application number: 18/374,364
- Filed: 2023-09-28
- Published: 2024-01-25
- Granted: 2024-02-20
- Earliest claimed: 2020-05-01
- Assignees: Digital Global Systems, Inc.
- Applicants: Digital Global Systems, Inc.
- Inventors: Armando Montalvo; Jeremy Levin; Dwight Inman; Edward Hummel
- Web page: https://patentgrep.com/patent/US11910199B2

## CPC

- H04W 16/14: Spectrum sharing arrangements {between different networks}
- 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 3/0464: Convolutional networks [CNN, ConvNet]
- 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
- H04L 41/0893: Assignment of logical groups to network elements
- H04L 41/16: using machine learning or artificial intelligence
- H04W 16/10: Dynamic resource partitioning
- H04W 24/02: Arrangements for optimising operational condition
- H04W 72/0453: Resources in frequency domain, e.g. a carrier in FDMA
- 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 24/08: Testing, {supervising or monitoring} using real traffic
- Y04S 40/00: Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
- 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
- H04L: TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)
- Y04S: SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS

## 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 spectrum monitoring in an electromagnetic environment comprising:
at least one monitoring sensor operable to continuously monitor the electromagnetic environment;
at least one data analysis engine operable to analyze data received from the at least one monitoring sensor; and
at least one server computer;
wherein the at least one data analysis engine includes an identification engine operable to identify a device or an emitter transmitting at least one signal of interest;
wherein the at least one server computer is operable to use analyzed data from the at least one data analysis engine and information relating to a rule or a policy to create actionable data; and
wherein the at least one server computer is operable to send at least one notification based on the actionable data in real time or near real time.

### Claim 2 (depends on 1)

The system of claim 1, wherein the at least one data analysis engine further includes a geolocation engine operable to identify a location from which the at least one signal of interest is emitted.

### Claim 3 (depends on 1)

The system of claim 1, wherein the at least one data analysis engine is further operable to determine modulation of signals and/or data types carried by the signals.

### Claim 4 (depends on 1)

The system of claim 1, further including a survey occupancy application, wherein the survey occupancy application is operable to determine occupancy in frequency bands.

### Claim 5 (depends on 1)

The system of claim 1, wherein the actionable data indicates at least one location for adding at least one macrosite and/or at least one tower.

### Claim 6 (depends on 1)

The system of claim 1, wherein the data analysis engine is operable to compare the data received from the at least one monitoring sensor to historical data.

### Claim 7 (depends on 1)

The system of claim 1, wherein the at least one monitoring sensor includes at least one software-defined radio.

### Claim 8

A system for spectrum monitoring in an electromagnetic environment comprising:
at least one monitoring sensor operable to continuously monitor the electromagnetic environment;
at least one data analysis engine operable to analyze data received from the at least one monitoring sensor; and
a semantic engine in communication with the at least one data analysis engine; and
at least one server computer;
wherein the at least one server computer is operable to use analyzed data from the at least one data analysis engine and information from the semantic engine to create actionable data; and
wherein the at least one server computer is operable to send at least one notification based on the actionable data.

### Claim 9 (depends on 8)

The system of claim 8, wherein the at least one data analysis engine further includes a geolocation engine operable to identify a location from which at least one signal of interest is emitted.

### Claim 10 (depends on 8)

The system of claim 8, further including a survey occupancy application, wherein the survey occupancy application is operable to determine occupancy in frequency bands.

### Claim 11 (depends on 8)

The system of claim 8, wherein the actionable data indicates at least one location for adding at least one macrosite and/or at least one tower.

### Claim 12 (depends on 8)

The system of claim 8, wherein the data analysis engine is operable to compare the data received from the at least one monitoring sensor to historical data.

### Claim 13 (depends on 8)

The system of claim 8, wherein the at least one monitoring sensor includes at least one software-defined radio.

### Claim 14 (depends on 8)

The system of claim 8, wherein the information from the semantic engine includes target data.

### Claim 15 (depends on 8)

The system of claim 8, wherein the information from the semantic engine is based on queries, searches, and/or search-related functions.

### Claim 16

A method for spectrum monitoring in an electromagnetic environment comprising:
at least one monitoring sensor monitoring the electromagnetic environment;
analyzing measured data from the electromagnetic environment using at least one data analysis engine, thereby creating analyzed data;
creating actionable data using at least one server based on the analyzed data from the at least one data analysis engine and information including constraints associated with signal characteristics; and
the at least one server providing at least one notification based on the actionable data.

### Claim 17 (depends on 16)

The method of claim 16, wherein the at least one monitoring sensor continuously monitors the electromagnetic environment.

### Claim 18 (depends on 16)

The method of claim 16, wherein the actionable data is further based on at least one rule or at least one policy.

### Claim 19 (depends on 16)

The method of claim 16, wherein the at least one monitoring sensor includes at least one software-defined radio.

### Claim 20 (depends on 16)

The method of claim 16, further comprising a geolocation engine identifying a location from which at least one signal of interest is emitted.