# US 12,192,775 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 12,192,775 B2 - Document ID: US12192775B2 - Status: Granted - Kind: B2 - Application number: 18/638,111 - Filed: 2024-04-17 - Published: 2024-08-08 - Granted: 2025-01-07 - Earliest claimed: 2020-05-01 - Assignees: Digital Global Systems, Inc. - Applicants: Digital Global Systems, Inc. - Inventors: Armando Montalvo; Jeremy Levin - Web page: https://patentgrep.com/patent/US12192775B2 ## 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: a radio receiver front-end subsystem configured to process measured data from the electromagnetic environment, wherein the radio receiver front-end subsystem includes a programmable channelizer; at least one data analysis engine in communication with the radio receiver front-end subsystem operable to analyze the processed data to create analyzed data; and at least one application in communication with the at least one data analysis engine operable to create actionable data for a device or a resource based on the analyzed data; wherein the actionable data is based on at least one customer goal. ### Claim 2 (depends on 1) The system of claim 1, further comprising at least one monitoring sensor for creating the measured data, 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 3 (depends on 2) The system of claim 2, wherein one or more of the at least one monitoring sensor is mounted on a drone, on a vehicle, in or on a street light, in or on a traffic pole, and/or on top of a building. ### Claim 4 (depends on 2) The system of claim 2, wherein one or more of the at least one monitoring sensor is integrated with at least one camera to capture video and/or still images. ### Claim 5 (depends on 1) The system of claim 1, wherein the programmable channelizer includes a comparison at each receiver channel, and wherein the comparison provides anomalous detection using a mask with frequency and power. ### Claim 6 (depends on 1) The system of claim 1, wherein the programmable channelizer includes buffer services, pre-processing, bin selection, at least one bandpass filter, an inverse fast Fourier transform (IFFT) function, decomposition, frequency down conversion, and/or phase correction. ### Claim 7 (depends on 1) The system of claim 1, wherein the programmable channelizer includes channelization selector logic for a table lookup of filter coefficient and channelization vectors. ### Claim 8 (depends on 7) The system of claim 7, wherein data from the table lookup of filter coefficient and channelization vectors undergoes preprocessing with a mix circular rotator to produce a plurality of blocks of a plurality of points. ### Claim 9 (depends on 8) The system of claim 8, wherein a sum is taken of a block of the plurality of blocks and an inverse fast Fourier transform (IFFT) is taken of a point of the plurality of points to produce discor overlap samples, and wherein the discor overlap samples are transmitted to a classification engine. ### Claim 10 (depends on 1) The system of claim 1, further comprising at least one tip and cue server, wherein the at least one tip and cue server is operable to create the actionable data from the analyzed data. ### Claim 11 (depends on 1) The system of claim 1, wherein the at least one application is further 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 12 (depends on 1) The system of claim 1, wherein the at least one application is further operable to determine frequency band occupancy and schedule occupancy in at least one frequency band. ### Claim 13 (depends on 1) The system of claim 1, wherein the actionable data is used to generate at least one knowledge-based decision tree. ### Claim 14 (depends on 1) The system of claim 1, wherein the actionable data indicates a location for at least one macrosite and/or at least one tower. ### Claim 15 A system for spectrum management in an electromagnetic environment comprising: a radio receiver front-end subsystem configured to process measured data from the electromagnetic environment, thereby creating processed data, wherein the radio receiver front-end subsystem includes a programmable channelizer; at least one data analysis engine in communication with the radio receiver front-end subsystem for analyzing the processed data to create analyzed data; and an application in communication with the at least one data analysis engine operable to schedule occupancy in at least one frequency band; wherein the analyzed data from the at least one data analysis engine is used to create actionable data for the electromagnetic environment; and wherein the programmable channelizer includes a comparison at each receiver channel, and wherein the comparison provides anomalous detection using a mask with frequency and power. ### Claim 16 (depends on 15) The system of claim 15, further comprising at least one tip and cue server, wherein the at least one tip and cue server is operable to create the actionable data from the analyzed data. ### Claim 17 A method for spectrum management in an electromagnetic environment comprising: a radio receiver front-end subsystem including a programmable channelizer processing measured data to create processed data; analyzing the processed data using at least one data analysis engine to create analyzed data; creating actionable data for at least one application and/or at least one device based on the analyzed data from the at least one data analysis engine; and the programmable channelizer performing a comparison at each receiver channel, and wherein the comparison provides anomalous detection using a mask with frequency and power.