Granted Patent B2

US 12,284,539 · App. 18/946,371 · Granted Apr 22, 2025

Inventors: David William Kleinbeck (Lees Summit, MO); Ronald C. Dzierwa (Baltimore, MD); Gabriel R. Garcia (Severna Park, MD); Daniel Carbajal (Severna Park, MD)

Assignee: Digital Global Systems, Inc.

H04W24/08H04B17/20H04B17/309H04B17/318H04W4/029H04W16/14H04W24/10H04W64/006H04B17/23H04B17/27H04B17/3911

Abstract

Claims (59)

1. A system for managing spectrum data for an electromagnetic environment, comprising:

at least one node device; and

at least one receiver;

wherein the at least one node device is operable to sweep the electromagnetic environment with a spectral sweep including power level measurements of the electromagnetic environment;

wherein the at least one node device is operable to smooth the spectral sweep with a correction vector;

wherein the at least one node device is operable to detect at least one signal in the electromagnetic environment based on matched positive and negative gradients;

wherein the at least one node device is operable to remove areas identified by the matched positive and negative gradients, and connect points between removed areas to determine a baseline;

wherein the at least one node device is operable to subtract the baseline from the spectral sweep to create signal data;

wherein the at least one node device is operable to process the signal data using compressed data for deltas in near real-time to create processed data;

wherein the deltas are differentials from the baseline and minimize data sets or sample data required for comparisons and/or analytics;

wherein the at least one node device is operable to reconstruct the at least one signal using the deltas and the baseline;

wherein the at least one node device is operable to fill gaps during the reconstruction of the at least one signal where the signal data is absent;

wherein the at least one node device is operable to calculate signal degradation data for the at least one signal based at least in part on noise figure parameters and hardware parameters; and

wherein the hardware parameters comprise antenna position, antenna type, orientation, and/or effective isotropic radiated power (EIRP).

2. The system of claim 1 , wherein one or more of the at least one node device is installed on a drone, a vehicle, and/or a convoy.

3. The system of claim 1 , wherein the at least one receiver comprises a primary receiver and a secondary receiver, wherein the primary receiver is configured to generate In-Phase and Quadrature (I/Q) data for at least one target bandwidth, and wherein the secondary receiver is configured to perform a fast Fourier transform (FFT) based on a wideband sweeping of the electromagnetic environment.

4. The system of claim 1 , wherein the at least one node device is operable to form a knowledge map based on the power level measurements of the electromagnetic environment, wherein the knowledge map comprises an array of normal distributions, wherein each normal distribution corresponds to how often a power level at each frequency has been at a particular level, wherein the at least one node device is operable to scrub the spectral sweep against the knowledge map.

5. The system of claim 1 , wherein the at least one node device further comprises a demodulator configured to distill and store actionable In-Phase and Quadrature (I/Q) data, wherein the actionable I/Q data comprises signal metrics, protocol data, radio identification (ID), network ID and layer 3 data.

6. The system of claim 1 , wherein the processed data is equalized to remove multipath, fading, white noise, and/or interference from at least one other signaling system by a fast parallel adaptive filter.

7. The system of claim 1 , wherein the signal degradation data for the at least one signal is further based at least in part on environmental parameters.

8. The system of claim 1 , further comprising an ASD module operable to provide signal recognition based on temporal feature extraction.

9. The system of claim 1 , wherein the at least one node device is operable to communicate at least one report for the electromagnetic environment to at least one remote device.

10. The system of claim 1 , wherein the at least node device is operable to smooth the signal data using a first smoothing filter; and wherein the at least one node device is operable to use the matched positive and negative gradients and a second smoothing filter to the smoothed signal data to create the correction vector.

11. An apparatus for spectrum data management for an electromagnetic environment, comprising:

at least one receiver and an automatic signal detection (ASD) module;

wherein the apparatus is operable to create power level measurements of the electromagnetic environment;

wherein the apparatus is operable to smooth a spectral sweep with a correction vector;

wherein the apparatus is operable to detect at least one signal in the electromagnetic environment based on matched positive and negative gradients;

wherein the apparatus is operable to remove areas identified by the matched positive and negative gradients, and connect points between removed areas to determine a baseline;

wherein the apparatus is operable to subtract the baseline from the spectral sweep to create signal data;

wherein the apparatus is operable to process the signal data using compressed data for deltas in near real-time to create processed data;

wherein the deltas are differentials from the baseline and minimize data sets or sample data required for comparisons and/or analytics;

wherein the apparatus is operable to reconstruct the at least one signal using the deltas and the baseline;

wherein the apparatus is operable to fill gaps during the reconstruction of the at least one signal where the signal data is absent;

wherein the apparatus is operable to smooth the signal data using a first smoothing filter;

wherein the apparatus is operable to use the matched positive and negative gradients and a second smoothing filter on the smoothed signal data to create the correction vector;

wherein the processed data includes equalized In-Phase and Quadrature (I/Q) data;

wherein the apparatus is operable to calculate and/or store signal degradation data for the at least one signal based at least in part on noise figure parameters and hardware parameters; and

wherein the hardware parameters comprise antenna position, antenna type, orientation, and/or effective isotropic radiated power (EIRP).

12. The apparatus of claim 11 , wherein the apparatus is operable to form a knowledge map based on the power level measurements of the electromagnetic environment, wherein the knowledge map comprises an array of normal distributions, wherein each normal distribution corresponds to how often a power level at each frequency has been at a particular level, wherein the apparatus is operable to scrub the spectral sweep against the knowledge map.

13. The apparatus of claim 11 , wherein the correction vector is determined according to the spectral sweep.

14. The apparatus of claim 11 , wherein the apparatus is operable to communicate at least one report for the electromagnetic environment to at least one remote device.

15. The apparatus of claim 11 , wherein the at least one receiver comprises a primary receiver and a secondary receiver, wherein the primary receiver is configured to generate the I/Q data for at least one target bandwidth, and wherein the secondary receiver is configured to perform a fast Fourier transform (FFT) based on a wideband sweeping of the electromagnetic environment.

16. The apparatus of claim 11 further comprising at least one node device operable to generate a fast convolution periodogram using the I/Q data, wherein the at least one node device is operable to use the fast convolution periodogram to compute spectral density.

17. An apparatus for spectrum data management for an electromagnetic environment, comprising:

at least one receiver and an automatic signal detection (ASD) module;

wherein the apparatus is operable to detect at least one signal in the electromagnetic environment based on matched positive and negative gradients;

wherein the apparatus is operable to remove areas identified by the matched positive and negative gradients, and connect points between removed areas to determine a baseline;

wherein the apparatus is operable to subtract the baseline from a spectral sweep to create signal data;

wherein the apparatus is operable to process the signal data using compressed data for deltas to generate processed data;

wherein the deltas are differentials from the baseline;

wherein the processed data is equalized to remove multipath, fading, white noise, and/or interference using a fast parallel adaptive filter;

wherein the apparatus is operable to calculate and/or store signal degradation data for the at least one signal based at least in part on noise figure parameters and hardware parameters;

wherein the apparatus is operable to reconstruct the at least one signal using the deltas and the baseline;

wherein the apparatus is operable to fill gaps during the reconstruction of the at least one signal where the signal data is absent; and

wherein the hardware parameters comprise antenna position, antenna type, orientation, and/or effective isotropic radiated power (EIRP).

18. The apparatus of claim 17 , wherein the processed data is generated in near real time.

19. The apparatus of claim 17 , wherein the noise figure parameters are determined based on data in a static database associated with the at least one signal.

20. The apparatus of claim 17 , wherein the signal degradation data for the at least one signal is further based at least in part on environmental parameters.

Assignments (3)

Continuity (32)

References Cited (400)