Artificial intelligence device for diagnosing failure and method thereof
US-11330384-B2 · May 10, 2022 · US
US11716155B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11716155-B2 |
| Application number | US-202217659296-A |
| Country | US |
| Kind code | B2 |
| Filing date | Apr 14, 2022 |
| Priority date | Apr 26, 2021 |
| Publication date | Aug 1, 2023 |
| Grant date | Aug 1, 2023 |
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The method includes splitting a radio signal received at an in-vehicle antenna into two RF streams, and at the device under test, converting the first RF stream into a demodulated audio signal and transmitting it to the tester and recorder device. The tester and recorder device also receives the demodulated audio signal, determines a spectrum of frequencies over time, inputs the spectrum of frequencies into an artificial intelligence (AI) module of audio abnormality detection. The device also receives the second RF stream, converts it into a data signal, and records the data signal into a temporary storage memory. Then, when the AI module outputs of a positive detection of audio abnormality, the device transfers data from the temporary storage memory into a permanent storage memory, where the transferred data corresponds to a time window including the detected audio abnormality.
Opening claim text (preview).
What is claimed is: 1. A method comprising: receiving, by a receiver antenna, a radio signal carrying an audio information from a radio broadcasting source; splitting, by a splitter, the received radio signal into a first radio signal stream and a second radio signal stream; transmitting, by the splitter, the first radio signal stream to a radio broadcast receiver device under test; transmitting, by the splitter, the second radio signal stream to a tester and recorder device; at the radio broadcast receiver device under test: converting the first radio signal stream into a demodulated audio signal; and transmitting the demodulated audio signal to the tester and recorder device; and at the tester and recorder device: receiving via a first input the demodulated audio signal; determining a spectrum of frequencies over time of said demodulated audio signal; inputting the determined spectrum of frequencies into an artificial intelligence (AI) module of audio abnormality detection; receiving via a second input the second radio signal stream; converting the second radio signal stream into a data signal; recording the data signal into a temporary storage memory; and when the AI module outputs a positive detection of audio abnormality, controlling a transfer of data from the temporary storage memory into a permanent storage memory, the transferred data corresponding to a time window including the detected audio abnormality. 2. The method according to claim 1 , wherein the tester and recorder device is located in a vehicle, the method further comprising: obtaining, by the tester and recorder device, messages from an on-board communication network of the vehicle; and determining, by the tester and recorder device, that the positive detection of audio abnormality is a false positive detection based on the obtained messages. 3. The method according to claim 2 , wherein: the messages from the on-board communication network of the vehicle are recorded in the temporary storage memory; and in case of detection of an audio abnormality, which is not a false positive detection, the messages corresponding to the time window including the detected audio abnormality are transferred from the temporary storage memory to the permanent storage memory. 4. The method according to claim 1 , further comprising: inputting the second radio signal stream into a reference broadcast radio receiver configured to convert the second radio signal stream into a reference demodulated audio signal, determining from the reference demodulated audio signal a spectrum of frequencies over time; and inputting the spectrum of frequencies of the reference demodulated audio signal into the AI module. 5. The method according to claim 1 , further comprising converting, by the tester and recorder device, the second radio signal stream into a baseband data signal that is recorded into the temporary storage memory. 6. The method according to claim 1 , further comprising: applying the second radio signal stream to a first software defined radio receiver and to a second software defined radio receiver; wherein: the first software defined radio receiver is tuned to receive the radio broadcasting source using a first frequency and a first modulation; and the second software defined radio receiver is tuned to receive the radio broadcasting source using at least one of a second frequency, different from the first frequency, and a second modulation, different from the first modulation. 7. The method according to claim 6 , wherein, when the second radio signal stream is applied to the first software defined radio receiver and to the second software defined radio receiver: the first software defined radio receiver outputs a first baseband data signal; the second software defined radio receiver outputs a second baseband data signal; the first baseband data signal and the second baseband data signal are recorded in the temporary storage memory; and the transferring data includes transferring the first baseband data signal and the second baseband data signal from the temporary storage memory into the permanent storage memory. 8. The method according to claim 1 , further comprising: generating testing scenarios from the data stored in the permanent storage memory; and storing the testing scenarios in a database for a later use in another testing operation. 9. The method according to claim 8 , further comprising: using the testing scenarios in at least one of an operation of regression testing of the radio broadcast receiver device under test or in an operation of testing another radio broadcast receiver device. 10. A tester and recorder device comprising: a first input for receiving a demodulated audio signal from a radio broadcast receiver device in a vehicle and under test, the demodulated audio signal corresponding to a first radio signal stream split from a radio signal received from a radio broadcasting source by a receiver antenna in the vehicle; a second input for receiving a second radio signal stream split from the radio signal received by the receiver antenna in the vehicle; a temporary storage memory; a permanent storage memory; a control part connected to the first input and configured to: receive the demodulated audio signal via the first input; determine a spectrum of frequencies over time and the demodulated audio signal; and input the determined spectrum of frequencies into an artificial intelligence (AI) module of audio abnormality detection; and a radio receiver part connected to the second input and configured to: receive the second radio signal stream via the second input; convert the second radio signal stream into a data signal; record the data signal into the temporary storage memory; and responsive to a positive detection of audio abnormality that is output by the AI module, control a transfer of data from the temporary storage memory into the permanent storage memory, the transferred data corresponding to a time window including the detected audio abnormality. 11. The tester and recorder device according to claim 10 , wherein the control part further comprises: a false-positive detector configured to: receive messages from an on-board communication network of the vehicle; and determine that the positive detection of the audio abnormality is a false positive detection based on the obtained messages, wherein the control part is further configured to control the transfer of data from the temporary storage memory into the permanent storage memory by enabling the transfer only in case of a non-false positive detection of an audio abnormality. 12. The tester and recorder device according to claim 10 , wherein the radio receiver part is configured to convert the second radio signal stream into a baseband data signal before recording into the temporary storage memory. 13. The tester and recorder device according to claim 12 , wherein the radio receiver part further comprises: a first software defined radio receiver tuned to receive signals from the radio broadcasting source using a first frequency and a first modulation; and a second software defined radio receiver tuned to receive signals from the radio broadcasting source using at least one of a second frequency, different from the first frequency, and a second modulation, different from the first modulation, wherein the second radio signal stream is applied to the first software defined radio receiver and to the second software defined radio receiver. 14. A system comprising: a receiver antenna in a vehicle, the receive antenna configured to receive
using historical data, averaging values or statistics · CPC title
adapted for the reception of stereophonic signals · CPC title
specially adapted for stereophonic broadcast receiving · CPC title
for local area broadcast, e.g. instore broadcast · CPC title
Arrangements for observation, testing or troubleshooting · CPC title
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