Z-transform implementation of digital watermarks
View Patent ↗Z-transform calculations may be used to encode (and/or decode) carrier signal independent data (e.g., digital watermarks) to a digital sample stream. Deterministic and non-deterministic components of a digital sample stream signal may be analyzed for the purposes of encoding carrier signal independent data to the digital sample stream. The carrier signal independent data may be encoded in a manner such that it is restricted or concentrated primarily in the non-deterministic signal components of the carrier signal. The signal components can include a discrete series of digital samples and/or a discreet series of carrier frequency sub-bands of the carrier signal. Z-transform calculations may be used to measure a desirability of particular locations and a sample stream in which to encode the carrier signal independent data.
1. A method for extracting a digital watermark from a content signal, comprising
a) receiving a content signal;
b) using linear predictive coding calculations to identify predictable and unpredictable components of said content signal, said unpredictable signal components being characterized by at least one of the following groups:
i) a discrete series of digital samples, and
ii) a discrete series of carrier frequency sub-bands of the content signal; and
c) extracting the digital watermark from the unpredictable signal components of the content signal.
2. The method of claim 1 , wherein the content signal is an analog waveform.
3. The method of claim 1 , where the signal components are non-contiguous.
4. The method of claim 1 , where the content signal may first be decompressed before using linear predictive coding to identify signal components.
5. The method of claim 1 , where the location of at least a portion of the digital watermark is represented by at least one of the following: sample, frequency, phase or combinations thereof.
6. The method of claim 1 , wherein the step of extracting comprises:
extracting the digital watermark based on one or more locations within said unpredictable signal components.
7. The method of claim 1 , wherein the signal components are identified using at least one of the following characteristics of the content signal: wave, amplitude, frequency, band energy, and phase energy.
8. The method of claim 1 , where the linear predictive coding calculations enables compression of the predictable signal components and at least one of the following: preservation of the unpredictable signal components or stochastic representation of the unpredictable signal components.
9. The method of claim 1 , where the digital watermark is accessible with a key.
10. A method for extracting a digital watermark from a content signal, comprising
a) receiving a content signal;
b) using linear predictive coding calculations to identify predictable and unpredictable components of said content signal, said predictable signal components being characterized by at least one of the following group:
i) a discrete series of digital samples, and
ii) a discrete series of carrier frequency sub-bands of the content signal; and
c) extracting the digital watermark from the predictable signal components of the content signal.
11. The method of claim 10 , wherein the content signal is an analog waveform.
12. The method of claim 10 , where the signal components are non-contiguous.
13. The method of claim 10 , where the content signal may first be decompressed before using linear predictive coding to identify signal components.
14. The method of claim 10 , where the location of at least a portion of the digital watermark is represented by at least one of the following: sample, frequency, phase or combinations thereof.
15. The method of claim 10 , wherein the step of extracting comprises:
extracting the digital watermark based on one or more locations within said predictable signal components.
16. The method of claim 10 , wherein the signal components are identified using at least one of the following characteristics of the content signal: wave, amplitude, frequency, band energy, and phase energy.
17. The method of claim 10 , where the linear predictive coding calculations enables compression of the predictable signal components and at least one of the following: preservation of the unpredictable signal components or stochastic representation of the unpredictable signal components.
18. A method of using linear predictive coding calculations to measure the desirability of particular locations in a sample stream in which to encode content signal independent data, including a digital watermark, comprising:
receiving a sample stream;
using linear predictive coding calculations to identify locations in said sample stream which would be desirable for encoding content signal independent data; and
encoding said content signal independent data into said identified locations in said sample stream to produce an embedded sample stream.
19. The method of claim 18 , where the embedded sample stream is an arbitrarily close approximation of the sample stream.
20. the method of claim 18 , where the content signal independent data is accessible with a key.