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US 2026/0187198 A1Published application
Systems and methods of sensor data fusion
AssigneeDigital Global Systems, Inc.
InventorArmando Montalvo
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Abstract
Systems and methods of sensor data fusion including sensor data capture, curation, linking, fusion, inference, and validation. The systems and methods described herein reduce computational demand and processing time by curating data and calculating conditional entropy. The system is operable to fuse data from a plurality of sensor types. A computer processor optionally stores fused sensor data that the system validates above a mathematical threshold.
Claims20
A system for sensor data fusion for sensor management and utilization, comprising:
- at least one computer processor including a memory;
- at least one curation engine and at least one fusion engine;
- at least one first sensor, being of a first sensor type, operable to measure a first parameter of a machine;
- and
- at least one second sensor, being of a second sensor type, operable to measure a second parameter of the machine;
- wherein the at least one computer processor is operable to analyze the first parameter and the second parameter;
- wherein the at least one curation engine is operable to curate the first parameter and the second parameter;
- wherein the at least one curation engine is operable to filter the first parameter and the second parameter based in part on at least one property and/or sub-property before storing the first parameter and the second parameter;
- wherein the at least one curation engine is operable to use artificial intelligence to automatically categorize the first parameter and the second parameter into the at least one property and/or sub-property;
- wherein the at least one fusion engine is operable to fuse the first parameter and the second parameter;
- wherein the at least one computer processor is operable to instruct modification of the machine based on the fused first parameter and second parameter;
- and
- wherein the modification of the machine includes adjusting an orientation of a satellite.
10 more elements
A method for sensor data fusion for sensor management and utilization, comprising:
- providing at least one computer processor including a memory;
- providing at least one curation engine and at least one fusion engine;
- at least one first sensor, being of a first sensor type, measuring a first parameter of a machine;
- and
- at least one second sensor, being of a second sensor type, measuring a second parameter of the machine;
- analyzing by the at least one computer processor the first parameter and the second parameter;
- curating the first parameter and the second parameter via the at least one curation engine;
- filtering by the at least one curation engine the first parameter and the second parameter based in part on at least one property and/or sub-property before storing the first parameter and the second parameter;
- categorizing, via the at least one curation engine using artificial intelligence, the at least one property and/or sub-property of the first parameter and the second parameter;
- fusing the first parameter and the second parameter via the at least one fusion engine;
- and
- instructing modification of the machine by the at least one computer processor based on the fused first parameter and second parameter;
- wherein the modification of the machine includes adjusting an orientation of a satellite.
10 more elements
A system for sensor data fusion for sensor management and utilization, comprising:
- at least one computer processor including a memory;
- at least one curation engine and at least one fusion engine;
- at least one first sensor, being of a first sensor type, operable to measure a first parameter of a machine;
- and
- at least one second sensor, being of a second sensor type, operable to measure a second parameter of the machine;
- wherein the at least one computer processor is operable to analyze the first parameter and the second parameter;
- wherein the at least one curation engine is operable to curate the first parameter and the second parameter;
- wherein the at least one curation engine is operable to filter the first parameter and the second parameter based in part on at least one common property and/or common sub-property before storing the first parameter and the second parameter;
- wherein the at least one curation engine is operable to use an artificial intelligence engine to automatically categorize the first parameter and the second parameter into the at least one common property and/or common sub-property;
- wherein the at least one fusion engine is operable to fuse the first parameter and the second parameter;
- wherein the at least one computer processor is operable to modify the machine based on the fused first parameter and second parameter;
- and
- wherein the modification of the machine includes adjusting an orientation of a satellite.
10 more elements
Dependencies are inferred from the claim text.