System and method for analysis and reconstruction of variable pulse-width signals having low sampling rates
First Claim
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1. A computer implemented method of reconstructing a time domain waveform from a compressed original time domain waveform comprising:
- receiving, in a processor, parameters defining a compressed form of the original time domain waveform;
generating, with the processor, discrete Fourier transform (DFT) coefficients from the parameters;
adjusting without zeroing, with the processor, the amplitudes of at least some of the generated DFT coefficients to more closely fit the amplitudes of the at least some of the generated DFT coefficients to a predefined functional shape; and
performing, with the processor, an inverse discrete Fourier transform (IDFT) on a set of DFT coefficients including the adjusted DFT coefficients to produce a reconstructed time domain waveform,wherein the original time domain waveform is an electro-cardiogram (ECG) signal collected from ECG electrodes and the predefined functional shape is determined based at least in part on the ECG signal.
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Abstract
Systems and methods are described herein for applying a predefined functional shape to coefficients of a discrete Fourier transform of a waveform. The waveform may based, at least in part, on an electro-cardiogram (ECG). The predefined functional shape may be parabolic, and may be defined on a logarithmic scale. The application of a predefined functional shape may allow a more accurate reconstruction of a waveform to be generated at a lower sampling rate.
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Citations
34 Claims
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1. A computer implemented method of reconstructing a time domain waveform from a compressed original time domain waveform comprising:
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receiving, in a processor, parameters defining a compressed form of the original time domain waveform; generating, with the processor, discrete Fourier transform (DFT) coefficients from the parameters; adjusting without zeroing, with the processor, the amplitudes of at least some of the generated DFT coefficients to more closely fit the amplitudes of the at least some of the generated DFT coefficients to a predefined functional shape; and performing, with the processor, an inverse discrete Fourier transform (IDFT) on a set of DFT coefficients including the adjusted DFT coefficients to produce a reconstructed time domain waveform, wherein the original time domain waveform is an electro-cardiogram (ECG) signal collected from ECG electrodes and the predefined functional shape is determined based at least in part on the ECG signal. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. A processing apparatus comprising:
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a memory having stored therein parameters defining a compressed form of an original time domain waveform; a processor configured to; retrieve the parameters; generate discrete Fourier transform (DFT) coefficients from the parameters; adjust without zeroing the amplitudes of at least some of the generated DFT coefficients to more closely fit the amplitudes of the at least some of the generated DFT coefficients to a predefined functional shape; and perform an inverse discrete Fourier transform (IDFT) on a set of DFT coefficients including the adjusted DFT coefficients to produce a reconstructed time domain waveform, wherein the original time domain waveform is an electro-cardiogram (ECG) signal collected from ECG electrodes and the predefined functional shape is determined based at least in part on the ECG signal. - View Dependent Claims (15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29)
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30. A non-transitory, computer readable medium comprising instructions that when executed cause a processor to perform a method comprising:
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receiving, in the processor, parameters defining a compressed form of an original time domain waveform; generating, with the processor, discrete Fourier transform (DFT) coefficients from the parameters; adjusting without zeroing, with the processor, the amplitudes of at least some of the generated DFT coefficients to more closely fit the amplitudes of the at least some of the generated DFT coefficients to a predefined functional shape; performing, with the processor, an inverse discrete Fourier transform (IDFT) on a set of DFT coefficients including the adjusted DFT coefficients to produce a reconstructed time domain waveform, wherein the original time domain waveform is an electro-cardiogram (ECG) signal collected from ECG electrodes and the predefined functional shape is determined based at least in part on the ECG signal. - View Dependent Claims (31, 32, 33, 34)
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Specification