Systems, methods, and devices for unmanned vehicle detection
Systems, methods, and apparatus for detecting UAVs in an RF environment are disclosed. An apparatus is constructed and configured for network communication with at least one camera. The at least one camera captures images of the RF environment and transmits video data to the apparatus. The apparatus receives RF data and generates FFT data based on the RF data, identifies at least one signal based on a first derivative and a second derivative of the FFT data, measures a direction from which the at least one signal is transmitted, analyzes the video data. The apparatus then identifies at least one UAV to which the at least one signal is related based on the analyzed video data, the RF data, and the direction from which the at least one signal is transmitted, and controls the at least one camera based on the analyzed video data.
1. A method for alarm management in a radio-frequency (RF) environment, comprising:
at least one sensor measuring power level measurements of the RF environment;
the at least one sensor sending the power level measurements of the RF environment to at least one computer including a processor and a memory;
the at least one computer creating a baseline based on the power level measurements of the RF environment;
the at least one computer calculating a power distribution by frequency of the RF environment in real time;
identifying at least one alarm situation based on at least one alarm triggering condition by comparing the power distribution to the baseline of the RF environment;
identifying at least one signal associated with the at least one alarm situation;
identifying a location of a source of the at least one signal associated with the at least one alarm situation; and
sending at least one alarm comprising data relating to the at least one signal identified in the at least one alarm situation.
2. The method of claim 1 , further comprising generating a visual representation of the location of the source of the at least one signal on a map.
3. The method of claim 1 , wherein the power distribution by frequency of the RF environment includes a 2-dimensional (2D) array with frequency as a horizontal axis and power as a vertical axis.
4. The method of claim 1 , wherein the location of the source of the at least one signal is identified in real time based on the power level measurements of the RF environment.
5. The method of claim 1 , wherein the source of the at least one signal is a base station.
6. The method of claim 1 , further comprising determining a power, a frequency, or a bandwidth of the at least one signal.
7. The method of claim 1 , wherein the at least one alarm triggering condition comprises an alarm duration, a db offset, and/or a count, wherein the alarm duration is a time window a signal needs to appear to be considered as an alarm, wherein the db offset is the db value the signal needs to be above the baseline to be considered as a potential alarm, and wherein the count is the number of times the alarm duration and the db offset need to happen before an alarm is triggered.
8. The method of claim 1 , wherein the at least one alarm is sent via text or email.
9. A system for automatic alarm management in a radio-frequency (RF) environment, comprising:
at least one RF receiver and at least one computer including a processor and a memory;
wherein the at least one RF receiver is configured to receive RF data;
wherein the at least one RF receiver is configured to send the RF data to the at least one computer;
wherein the at least one computer is configured to calculate a power distribution by frequency of the RF environment in real time; and
wherein the at least one computer is configured to create a baseline based on the power distribution by frequency of the RF environment, identify at least one alarm situation based on at least one alarm triggering condition by comparing the power distribution in real time to the baseline of the RF environment, identify at least one signal in the at least one alarm situation, identify a location of a source of the at least one signal associated with the at least one alarm situation, and send at least one alarm comprising data relating to the at least one signal identified in the at least one alarm situation.
10. The system of claim 9 , further comprising a graphical user interface operable to configure, monitor, and manage job functions of the at least one computer.
11. The system of claim 9 , wherein the at least one computer is operable to generate a visual representation of the location of the source of the at least one signal on a map.
12. The system of claim 9 , wherein the power distribution by frequency of the RF 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.
13. The system of claim 9 , wherein the location of the source of the at least one signal is identified in real time based on the power level measurements of the RF environment.
14. The system of claim 9 , wherein the source of the at least one signal is a base station.
15. The system of claim 9 , wherein the at least one alarm triggering condition comprises an alarm duration, a db offset, and/or a count, wherein the alarm duration is a time window a signal needs to appear to be considered as an alarm, wherein the db offset is the db value the signal needs to be above the baseline to be considered as a potential alarm, and wherein the count is the number of times the alarm duration and the db offset need to happen before an alarm is triggered.
16. The system of claim 9 , wherein the at least one alarm is sent via text or email.