# US 12,114,172 B2 · System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 12,114,172 B2 - Document ID: US12114172B2 - Status: Granted - Kind: B2 - Application number: 18/638,135 - Filed: 2024-04-17 - Published: 2024-08-15 - Granted: 2024-10-08 - Earliest claimed: 2020-05-01 - Assignees: Digital Global Systems, Inc. - Applicants: Digital Global Systems, Inc. - Inventors: Armando Montalvo; Edward Hummel; Dwight Inman - Web page: https://patentgrep.com/patent/US12114172B2 ## 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 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 operable to analyze the measured data and create environmental awareness data; at least one application; and a tip and cue server; wherein the at least one application includes a resource brokerage application, wherein the resource brokerage application is operable to optimize at least one resource to improve performance of at least one customer application and/or at least one customer device; and wherein the tip and cue server is operable to use the environmental awareness data from the at least one data analysis engine to create actionable data. ### Claim 2 (depends on 1) The system of claim 1, wherein the resource brokerage application is operable to control the at least one customer device, the at least one resource, and/or the at least one monitoring sensor. ### Claim 3 (depends on 1) The system of claim 1, wherein the tip and cue server is operable to activate an alarm and/or provide at least one report based on the actionable data. ### Claim 4 (depends on 1) The system of claim 1, wherein the at least one monitoring sensor includes at least one antenna, at least one antenna array, at least one radio server, and/or at least one software defined radio. ### Claim 5 (depends on 1) The system of claim 1, wherein the system is operable to create a semantic map including target data, and wherein the system is operable to analyze related data and/or data with similar characteristics to the target data. ### Claim 6 (depends on 1) The system of claim 1, wherein the system further includes an editor, a language dictionary, a rule component, a syntax component, a logic component, a quadrature (Q) component, and/or a conditional set component. ### Claim 7 (depends on 1) The system of claim 1, further including a certification and compliance application, wherein the certification and compliance application is operable to determine if the at least one customer application and/or the at least one customer device is behaving according to at least one rule and/or at least one policy. ### Claim 8 (depends on 1) The system of claim 1, wherein the actionable data indicates that at least one signal of interest is behaving like a drone. ### Claim 9 (depends on 1) The system of claim 1, wherein the actionable data is created in near-real time. ### Claim 10 A method for spectrum management in an electromagnetic environment comprising: monitoring the electromagnetic environment using at least one monitoring sensor and creating measured data based on the electromagnetic environment; analyzing the measured data using at least one data analysis engine, thereby creating environmental awareness data; optimizing resources to improve performance of at least one customer application and/or at least one customer device using a resource brokerage application; and creating actionable data using a tip and cue server based on the analyzed data from the at least one data analysis engine. ### Claim 11 (depends on 10) The method of claim 10, further comprising the resource brokerage application controlling the at least one customer device, the at least one resource, and/or the at least one monitoring sensor. ### Claim 12 (depends on 10) The method of claim 10, further comprising the tip and cue server activating an alarm and/or providing at least one report based on the actionable data. ### Claim 13 (depends on 10) The method of claim 10, wherein the at least one monitoring sensor includes at least one antenna, at least one antenna array, at least one radio server, and/or at least one software defined radio. ### Claim 14 (depends on 10) The method of claim 10, further comprising creating a semantic map including target data, and analyzing related data and/or data with similar characteristics to the target data. ### Claim 15 (depends on 10) The method of claim 10, wherein the data analysis engine includes an editor, a language dictionary, a rule component, a syntax component, a logic component, a quadrature (Q) component, and/or a conditional set component. ### Claim 16 (depends on 10) The method of claim 10, further including a certification and compliance application determining if the at least one customer application and/or the at least one customer device is behaving according to at least one rule and/or at least one policy. ### Claim 17 (depends on 10) The method of claim 10, wherein the actionable data indicates that at least one signal of interest is behaving like a drone. ### Claim 18 (depends on 10) The method of claim 10, wherein the actionable data is created in near-real time. ### Claim 19 A system for spectrum 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 operable to analyze the measured data and create environmental awareness data; and at least one application; wherein the at least one application includes a resource brokerage application, wherein the resource brokerage application is operable to optimize at least one resource to improve performance of at least one customer application and/or at least one customer device; wherein the system is operable to create a semantic map including target data; and wherein the system is operable to analyze related data and/or data with similar characteristics to the target data. ### Claim 20 (depends on 19) The system of claim 19, wherein the system further includes an editor, a language dictionary, a rule component, a syntax component, a logic component, a quadrature (Q) component, and/or a conditional set component.