Systems and methods for jitter analysis of digital signals
View Patent ↗Systems and methods for analyzing the jitter content of an oversampled digital communication signal are disclosed. Advantageously, the communication signal can correspond to an arbitrary data sequence, rather than only to a repeating test sequence. For example, the systems and methods can be embodied in test equipment and in simulation equipment as design tools and/or validation tools. The systems and methods disclosed advantageously facilitate the decomposition and quantification of the main jitter components (random and deterministic), as well as its various subcomponents (periodic jitter, data-dependent jitter, inter-symbol interference, device-state-dependent jitter, other bounded uncorrelated jitter, and data-dependent-random jitter).
1. A method of analyzing jitter in an observed data signal, where the jitter includes inter-symbol interference (ISI) from linear distortion, the method comprising:
receiving a data sequence corresponding to the observed data signal;
generating a reference data signal from the data sequence;
receiving the observed data signal;
non-linearly interpolating the observed data signal so that a sampling rate for the non-linearly interpolated observed data signal and a sampling rate for the reference signal match;
comparing the reference data signal to the non-linearly interpolated observed data signal to generate a model of the linear distortion, where the model includes filter coefficients;
providing the filter coefficients of the model to a digital filter; and
processing the reference data signal using the filter coefficients of the model to generate a data signal with inter-symbol interference (ISI) jitter.
2. The method as defined in claim 1 , wherein the generated data signal with inter-symbol interference (ISI) jitter has substantially no other forms of jitter.
3. The method as defined in claim 1 , wherein receiving the data sequence further comprises extracting the data sequence from the observed data signal.
4. The method as defined in claim 1 , wherein receiving the data sequence further comprises retrieving the data sequence from an uncorrupted source for the observed data sequence.
5. The method as defined in claim 1 , further comprising:
receiving a data-dependent jitter (DDJ) TIE series corresponding to the observed data signal; and
subtracting the generated data signal with inter-symbol interference (ISI) from corresponding samples of the DDJ TEE series to compute device state dependent jitter (DSDJ).
6. The method as defined in claim 1 , further comprising:
subtracting the generated data signal with inter-symbol interference (ISI) from corresponding samples of the observed data signal to generate a residual error waveform;
computing a Fourier Transform of the residual error waveform to convert to frequency domain; and
identifying at least one signal impairment by identifying a spur in the frequency domain representation of the residual error waveform.
7. The method as defined in claim 6 , wherein the Fourier Transform is computed using the Fast Fourier Transform.
8. The method as defined in claim 6 , further comprising relating a frequency of the spur to a symbol rate of a source for cross-talk interference.
9. The method as defined in claim 1 , further comprising using the model of the linear distortion to estimate an amount of linear inter-symbol interference (ISI) jitter in a total jitter (TJ).