Reconstruction method for jitter tolerant data acquisition system

A waveform digitizing system tolerant to deterministic jitter can be obtained by isolating the deterministic part of the jitter and calibrating the system to eliminate its effects. Calibration of the system can be made from measured nonuniform sampling times. It will be shown that this information allows reconstructing the signal at uniformly spaced sampling times. To reconstruct a signal from its nonuniform samples, we use the Shannon expansion combined with a time stretching/compressing method. Moreover, the reconstruction of a signal from a finite number of samples introduces a truncation error. We propose, using a windowing technique, to reduce the truncation error, which improves considerably the resolution, or the number of effective bits of an analog to digital conversion system.

[1]  K. S. Shanmugam,et al.  Digital and analog communication systems , 1979 .

[2]  A. Papoulis,et al.  The Fourier Integral and Its Applications , 1963 .

[3]  A. J. Jerri The Shannon sampling theorem—Its various extensions and applications: A tutorial review , 1977, Proceedings of the IEEE.

[4]  James J. Clark,et al.  A transformation method for the reconstruction of functions from nonuniformly spaced samples , 1985, IEEE Trans. Acoust. Speech Signal Process..

[5]  Frederick J. Beutler,et al.  On the truncation error of the cardinal sampling expansion , 1976, IEEE Trans. Inf. Theory.

[6]  Y. Akazawa,et al.  Jitter analysis of high speed sampling systems , 1989, Symposium 1989 on VLSI Circuits.

[7]  Yahya Rahmat-Samii,et al.  Nonuniform sampling techniques for antenna applications , 1987 .

[8]  Y.-C. Jenq,et al.  Digital spectra of nonuniformly sampled signals: fundamentals and high-speed waveform digitizers , 1988 .

[9]  A. Papoulis,et al.  Error analysis in sampling theory , 1966 .

[10]  Y. Jenq Digital spectra of nonuniformly sampled signals. II. Digital look-up tunable sinusoidal oscillators , 1988 .

[11]  Matthew Mahoney,et al.  DSP-Based Testing of Analog and Mixed-Signal Circuits , 1987 .

[12]  Mehrdad Soumekh,et al.  Band-limited interpolation from unevenly spaced sampled data , 1988, IEEE Trans. Acoust. Speech Signal Process..

[13]  A. Kak,et al.  A computational study of reconstruction algorithms for diffraction tomography: Interpolation versus filtered-backpropagation , 1983 .

[14]  J. R. Higgins A sampling theorem for irregularly spaced sample points (Corresp.) , 1976, IEEE Trans. Inf. Theory.

[15]  Farrokh Marvasti,et al.  Analysis and recovery of sample-and-hold and linearly interpolated signals with irregular samples , 1992, IEEE Trans. Signal Process..

[16]  J. Yen On Nonuniform Sampling of Bandwidth-Limited Signals , 1956 .

[17]  Bruce E. Peetz Dynamic Testing of Waveform Recorders , 1983, IEEE Transactions on Instrumentation and Measurement.

[18]  Yih-Chyun Jenq,et al.  Digital spectra of nonuniformly sampled signals: a robust sampling time offset estimation algorithm for ultra high-speed waveform digitizers using interleaving , 1990 .

[19]  Mehrdad Soumekh Reconstruction and sampling constraints for spiral data [image processing] , 1989, IEEE Trans. Acoust. Speech Signal Process..

[20]  A. J. Jerri Correction to "The Shannon sampling theorem—Its various extensions and applications: A tutorial review" , 1979 .