Radio-frequency signal processing systems and methods
The present disclosure provides radio-frequency (RF) systems that can detect the presence of RF signals received by the system, as well as determine characteristics such as the operating frequency of RF signals, the type of RF source that transmitted each RF signal, and/or the location of each RF source with high precision and sensitivity while using low cost, scalable electronics that are versatile enough for deployment in a variety of environments. Such systems can employ a network of RF sensors that can coordinate in response to communication with a computer to perform any such detection and/or determination using trained models executed onboard the RF sensors and/or the computer. RF signals may have unique characteristics when received at one or more RF sensors that may be detected using trained models described herein, even in high noise or non-line of sight (LOS) environments and with low cost, low resolution RF receiver hardware.
1. A radio-frequency (RF) source determination system, comprising:
a processor operatively coupled to a memory and configured to, in response to receiving RF characteristic data from a first RF sensor, the RF characteristic data indicating that an RF source is present in an operating environment of the RF source determination system:
instruct a second RF sensor, over a communication network, to provide RF radiation data indicating a subset of RF radiation received by the second RF sensor, the subset of RF radiation corresponding, at least in part, to an RF signal received from the RF source; and
receive the RF radiation data from the second RF sensor.
2. The RF source determination system of claim 1 , wherein the RF radiation data comprises digital samples of the subset of RF radiation received by the second RF sensor.
3. The RF source determination system of claim 2 , wherein the digital samples comprise demodulated samples.
4. The RF source determination system of claim 2 , wherein the processor is configured to instruct the second RF sensor to select the digital samples corresponding, at least in part, to a time period of reception, frequency range, and/or power level of the RF signal from the RF source.
5. The RF source determination system of claim 2 , wherein the processor is configured to instruct the second RF sensor to select the digital samples from among digital samples previously received and stored in a memory of the first RF sensor.
6. The RF source determination system of claim 2 , wherein the processor is configured to instruct the second RF sensor to select the digital samples from among digital samples received following the instruction.
7. The RF source determination system of claim 1 , wherein the processor is configured to determine that the RF source is present in the operating environment based on the RF characteristic data from the first RF sensor.
8. The RF source determination system of claim 7 , wherein the processor is configured to:
input the RF characteristic data to a trained model; and
determine that the RF source is present in the operating environment based on an output of the trained model generated in response to receiving the RF characteristic data as input.
9. The RF source determination system of claim 1 , wherein the RF characteristic data indicates the RF signal.
10. The RF source determination system of claim 1 , wherein the processor is configured to, by instructing the second RF sensor, override selection of the subset of RF radiation by the second RF sensor.
11. The RF source determination system of claim 1 , wherein the processor is configured to determine a location of the RF source in the operating environment based on the RF characteristic data from the first RF sensor and second the RF radiation data from the second RF sensor.
12. The RF source determination system of claim 1 , further comprising:
a third RF sensor, comprising:
an RF antenna;
the processor; and
the memory.
13. A method, comprising:
in response to receiving RF characteristic data from a first RF sensor, the RF characteristic data indicating that an RF source is present in an operating environment of an RF source determination system:
instructing a second RF sensor, by a processor over a communication network, to provide RF radiation data indicating a subset of RF radiation received by the second RF sensor, the subset of RF radiation corresponding, at least in part, to an RF signal received from the RF source; and
receiving, by the processor, the RF radiation data from the second RF sensor.
14. The method of claim 13 , wherein the RF radiation data comprises digital samples of the subset of RF radiation received by the second RF sensor.
15. The method of claim 14 , wherein the digital samples comprise demodulated samples.
16. The method of claim 14 , wherein instructing the second RF sensor comprises instructing the secondRF sensor to select the digital samples corresponding, at least in part, to a time period of reception, frequency range, and/or power level of the RF signal from the RF source.
17. The method of claim 14 , wherein instructing the second RF sensor comprises instructing the second RF sensor to select the digital samples from among digital samples previously received and stored in a memory of the second RF sensor.
18. The method of claim 14 , wherein instructing the second RF sensor comprises instructing the second RF sensor to select the digital samples from among digital samples received following the instruction.
19. The method of claim 13 , further comprising determining, by the processor, that the RF source is present in the operating environment based on the RF characteristic data from the first RF sensor.
20. The method of claim 19 , further comprising, by the processor:
inputting the RF characteristic data to a trained model,
wherein determining that the RF source is present in the operating environment is based on an output of the trained model generated in response to receiving the RF characteristic data as input.
21. The method of claim 13 , wherein the RF characteristic data indicates the RF signal.
22. The method of claim 15 , wherein instructing the second RF sensor comprises overriding selection of the subset of RF radiation by the second RF sensor.
23. The method of claim 15 , further comprising, by the processor, determining a location of the RF source in the operating environment based on the RF characteristic data from the first RF sensor and the RF radiation data from the second RF sensor.
24. The method of claim 13 , wherein:
a third RF sensor comprises an RF antenna and the processor.
25. A non-transitory computer-readable medium having instructions stored thereon that, when executed by a processor, cause the processor to perform a method, the method comprising:
in response to receiving RF characteristic data from a first RF sensor, the RF characteristic data indicating that an RF source is present in an operating environment of an RF source determination system:
instructing a second RF sensor, over a communication network, to provide RF radiation data indicating a subset of RF radiation received by the second RF sensor, the subset of RF radiation corresponding, at least in part, to an RF signal received from the RF source; and
receiving, by the processor, the RF radiation data from the second RF sensor.
26. The non-transitory computer-readable medium of claim 25 , wherein the RF radiation data comprises digital samples of the subset of RF radiation received by the second RF sensor.
27. The non-transitory computer-readable medium of claim 26 , wherein instructing the second RF sensor comprises instructing the second RF sensor to select the digital samples from among digital samples previously received and stored in a memory of the second RF sensor.
28. The non-transitory computer-readable medium of claim 25 , wherein the method further comprises determining that the RF source is present in the operating environment based on the RF characteristic data from the first RF sensor.
29. The non-transitory computer-readable medium of claim 28 , further comprising:
inputting the RF characteristic data to a trained model,
wherein determining that the RF source is present in the operating environment is based on an output of the trained model generated in response to receiving the RF characteristic data as input.
30. The non-transitory computer-readable medium of claim 25 , wherein the RF characteristic data indicates the RF signal.