Granted Patent B2

US 12,372,563 · App. 19/084,078 · Granted Jul 29, 2025

Inventors: Ronald C. Dzierwa (Baltimore, MD); David William Kleinbeck (Lees Summit, MO)

Assignee: Digital Global Systems, Inc.

G01R29/0892G08B21/18G08B29/185

Abstract

Claims (32)

1. A method for automatically detecting at least one signal, comprising:

learning an electromagnetic environment, including power levels of the electromagnetic environment;

performing statistical calculations to obtain a power distribution by frequency;

detecting the at least one signal based on the power distribution; and

periodically reevaluating the electromagnetic environment and updating a learning map associated with the electromagnetic environment after completing the reevaluation of the electromagnetic environment.

2. The method of claim 1 , wherein the power distribution by frequency of the electromagnetic environment includes a 2-dimensional (2D) array with frequency as a horizontal axis and power as a vertical axis over a set length of time.

3. The method of claim 1 , further comprising performing direction finding (DF) for the at least one signal.

4. The method of claim 1 , wherein learning the electromagnetic environment, including the power levels of the electromagnetic environment, occurs during normal operating conditions for the electromagnetic environment when the electromagnetic environment is stable.

5. The method of claim 1 , wherein the updated learning map provides a percentage of utilization of the frequency for at least one non-constant signal.

6. The method of claim 1 , further comprising sending at least one alert comprising data relating to the at least one signal.

7. A system for automatically detecting at least one signal, comprising:

a generator engine and an analyzer engine;

wherein the generator engine is configured to calculate a power distribution by frequency of an electromagnetic environment based on electromagnetic data;

wherein the analyzer engine is configured to automatically detect the at least one signal based on the power distribution; and

wherein the system is configured to update a learning map associated with the electromagnetic environment after detecting the at least one signal.

8. The system of claim 7 , wherein the power distribution by frequency of the electromagnetic environment includes a 2-dimensional (2D) array with frequency as a horizontal axis and power as a vertical axis over a set length of time.

9. The system of claim 7 , wherein the system is configured to periodically reevaluate the electromagnetic environment and update the learning map.

10. The system of claim 7 , wherein the updated learning map provides a percentage of utilization of the frequency for at least one non-constant signal.

11. The system of claim 7 , wherein the system is configured to send at least one alert comprising data relating to the at least one signal.

12. A method for automatically detecting at least one signal, comprising:

calculating a power distribution by frequency of an electromagnetic environment;

automatically detecting at least one signal based on comparing the power distribution to a baseline of the electromagnetic environment; and

performing direction finding (DF) for the at least one signal;

wherein calculating the power distribution by frequency of the electromagnetic environment includes calculating a first derivative and a second derivative of fast Fourier transform (FFT) data of the electromagnetic environment.

13. The method of claim 12 , further comprising storing data relating to the at least one signal in a signal database, wherein the data includes a date the at least one signal was identified, a frequency of the at least one signal, a power of the at least one signal, and a bandwidth associated with the at least one signal.

14. The method of claim 12 , further comprising learning the electromagnetic environment.

15. The method of claim 14 , wherein learning the electromagnetic environment occurs during normal operating conditions for the electromagnetic environment when the electromagnetic environment is stable.

16. The method of claim 12 , wherein the at least one signal includes an anomalous signal.

17. The method of claim 12 , wherein the at least one signal is from at least one jammer.

18. The method of claim 17 , further comprising locating the at least one jammer.

19. The method of claim 12 , wherein the DF uses Time Difference of Arrival (TDOA) to locate an aircraft, vehicle, or stationary emitter of the at least one signal.

20. The method of claim 12 , further comprising identifying movements of the at least one signal based on changes of the second derivative of the FFT data.

Assignments (2)

Continuity (11)

References Cited (400)