Method and instrument for OFDM leakage detection via correlation of OFDM pilot spectral lines
A leakage detection instrument may receive an electromagnetic signal radiated from a leakage location within a cable network system. The instrument may determine the leak based on spectral analysis and without the use of tagged or test signals.
1. A method comprising:
receiving, by a leakage detection instrument, an electromagnetic signal radiated from a leakage location in a cable network system;
determining, using a spectrum analysis process on the received electromagnetic signal, one or more correlation values between predetermined frequency components associated with a pilot subcarrier of a broadband orthogonal frequency division multiplexing (OFDM) signal transmitted within the system; and
detecting a leakage event based on the one or more correlation values,
wherein the predetermined frequency components comprise spectral components of sideband modulation products associated with the pilot subcarrier.
2. The method of claim 1 , wherein the determining step further comprises:
determining a plurality of Fast Fourier Transform (FFT) processed signals associated with overlapping portions of a baseband OFDM signal corresponding to the received electromagnetic signal; and
determining the one or more correlation values based on the plurality of FFT processed signals and a cyclic spectrum analysis process.
3. The method of claim 2 , wherein the determining the one or more correlation values comprises:
determining a plurality of correlation vectors between low-frequency bins and high-frequency bins of each of the plurality of FFT processed signals, wherein the low-frequency bins and high-frequency bins each comprise a first number of bins; and
determining average correlation vector of the plurality of correlation vectors.
4. The method of claim 2 , further comprising:
determining a frequency separation of the sideband modulation products; and
determining the predetermined frequency components based on the frequency separation.
5. The method of claim 4 , wherein determining the frequency separation is based on parameters of the baseband OFDM signal, said parameters comprising an OFDM FFT size and a cyclic prefix size associated with the broadband OFDM signal.
6. The method of claim 4 , further comprising determining the pilot subcarrier, in a plurality of pilot subcarriers, based on a phase difference between cyclic prefix samples and roll-off period samples associated with the pilot subcarrier.
7. The method of claim 4 , further comprising determining the baseband OFDM signal based on an analog to digital conversion processing of the received electromagnetic signal.
8. The method of claim 7 , wherein determining the baseband OFDM signal further comprises decimating the analog to digital converted signal to a decimated signal with a predetermined sampling rate.
9. The method of claim 8 , wherein the predetermined sampling rate is based on the frequency separation between sideband modulation products associated with the pilot subcarrier.
10. A leakage detection instrument comprising:
circuitry configured to:
receive an electromagnetic signal radiated from a leakage location in a cable network system;
determine, using a spectrum analysis process on the received electromagnetic signal, one or more correlation values between predetermined frequency components associated with a pilot subcarrier of a broadband orthogonal frequency division multiplexing (OFDM) signal transmitted within the system; and
detect a leakage event based on the one or more correlation values,
wherein the predetermined frequency components comprise spectral components of sideband modulation products associated with the pilot subcarrier.
11. The leakage detection instrument of claim 10 , wherein the circuitry is configured to determine the one or more correlation values by:
determining a plurality of Fast Fourier Transform (FFT) processed signals associated with overlapping portions of a baseband OFDM signal corresponding to the received electromagnetic signal; and
determining the one or more correlation values based on the plurality of FFT processed signals and a cyclic spectrum analysis process.
12. The leakage detection instrument of claim 11 , further comprising:
determining a plurality of correlation vectors between low-frequency bins and high-frequency bins of each of the plurality of FFT processed signals, wherein the low-frequency bins and high-frequency bins each comprise a first number of bins; and
determining average correlation vector of the plurality of correlation vectors.
13. The leakage detection instrument of claim 11 , wherein said circuitry is further configured to:
determine a frequency separation of the sideband modulation products; and
determine the predetermined frequency components based on the frequency separation.
14. The leakage detection instrument of claim 13 , wherein determining the frequency separation is based on parameters of the baseband OFDM signal, said parameters comprising an OFDM FFT size and a cyclic prefix size associated with the broadband OFDM signal.
15. The leakage detection instrument of claim 13 , wherein the circuitry is configured to determine the pilot subcarrier, in a plurality of pilot subcarriers, based on a phase difference between cyclic prefix samples and roll-off period samples associated with the pilot sub carrier.
16. The leakage detection instrument of claim 13 , wherein the circuitry is further configured to determine the baseband OFDM signal based on an analog to digital conversion processing of the received electromagnetic signal.
17. The leakage detection instrument of claim 16 , wherein determining the baseband OFDM signal further comprises decimating the analog to digital converted signal to a decimated signal with a predetermined sampling rate.
18. The leakage detection instrument of claim 17 , wherein the predetermined sampling rate is based on the frequency separation between sideband modulation products associated with the pilot subcarrier.