Method and apparatus for interpolating between data samples

• US 5,235,534 A
• Filed: 08/25/1991
• Issued: 08/10/1993
• Est. Priority Date: 08/18/1988
• Status: Expired due to Term

• Current Assignee: Agilent Technologies, Inc.
• Original Assignee: Hewlett-Packard Company (HP Inc.)
• Inventors: Potter, Ronald W.
• Primary Examiner(s): Harvey, Jack B.
• Assistant Examiner(s): Ramirez, Ellis B.
• Application Number:
  US07/722,377
• Time in Patent Office: 716 Days
• Field of Search: 364/724.01, 364/577, 364/487, 364/485, 364/179, 364/178
• US Class Current: 708/300
• CPC Class Codes: H03H 17/0657 where the output-delivery frequency is higher than the input sampling frequency, i.e. interpolation

Abstract

A method and apparatus for interpolating between data samples (V_S) that preserves the frequency spectrum of a sampled analog signal (V_O) is provided. Data samples (V_S) are interpolated to produce interpolated values (V_IV) that contain frequency domain information that accurately replicates an original frequency spectrum (24) of the analog signal (V_O) is disclosed. A signal processor (10) reads data samples (V_S) which occur at sampling times (t_S) and resample times (t_R) at which the V_S values are interpolated. A set of t_S times are found near each t_R time. A digital FIR filter having a frequency function (H(fT)) and a continuous impulse response function ##EQU1## is embodied in software form within a program that controls the signal processor (10) where T is the width of the filter impulse response. The signal processor (10) convolves an offset continuous impulse response function ##EQU2## with the V_S values. A plurality of convolved values (V_C) are summed at each t_R time to produce an interpolated value (V_IV) at each t_R time. The frequency response function (H(fT)) of the digital FIR filter reduces aliasing errors introduced by spectral images (25a and 25b) of the original frequency spectrum (24) and reduces amplitude errors caused by the filter'"'"'s pass band ripple (38). The V_IV values contain frequency domain information that accurately replicates the original frequency spectrum (24).

Claims

1. A method of producing interpolated values that contain accurate information about the frequency spectrum of an analog signal which has been band-limited and then sampled, the method comprising the steps of:

(a) storing data samples of the analog signal; and

,

(b) interpolating between said data samples to produce interpolated values, the interpolating comprising the substeps of;

(b1) receiving an unconstrained selection of resample times at which said stored data samples are to be interpolated;

(b2) weighting a set of said stored data samples with a continuous nonrectangular impulse response of a filter having a predetermined frequency response comprising a substantially flat passband and suitably attenuating stopbands, said weighting producing a plurality of convolution values at each of said unconstrained selection of resample times; and

,

(b3) summing said plurality of convolution values at each of said unconstrained selection of resample times and producing an interpolated value at each of said unconstrained selection of resample times.

2. The method of producing interpolated values as claimed in claim 1, wherein said substep of weighting a set of said data samples comprises the steps of:

(a) locating the set of data samples for each of said resample points; and

,

(b) weighting with said nonrectangular impulse response of said filter each of said data samples in each of said sets and producing a convolution value for each of said data samples in each of said sets.

3. The method of producing interpolated values as claimed in claim 1, wherein said substep of weighting a set of said data samples comprises the steps of:

(a) locating the set of data samples for each of said resample times; and

(b) weighting with said nonrectangular impulse response of said filter each of said data samples in each of said sets and producing a convolution value for each of said data samples in each of said sets.

4. The method of claim 1 in which the weighting substep comprises:

weighting a set of said data samples with a continuous nonrectangular impulse response of a filter designed to have a predetermined frequency response comprising a substantially flat passband and suitably attenuating stopbands by relocating zeroes of a function associated with said frequency response in the complex frequency plane.

5. The method of producing interpolated values as claimed in claim 1, wherein the analog signal is sampled at a sampling frequency, fs, with an oversampling factor, m, and the predetermined frequency response includes a substantially flat passband for a band of frequencies between -fs/2m and fs/2m, and suitably attenuating stopbands for frequencies above ##EQU30## and below ##EQU31##

6. The method of producing interpolated values as claimed in claim 5, wherein the weighting step reduces the contribution of passband errors to said frequency domain information passed by the filter and contained in the interpolated values and attenuates information about images of the frequency spectrum of the analog signal contained in said interpolated values.

7. A method of producing interpolated values as in claim 5 wherein a frequency function for the continuous nonrectangular impulse response has a general form as follows:

##EQU32##

8. An apparatus for producing interpolated values that contain accurate information about the frequency spectrum of an analog signal which has been band-limited and then sampled, the apparatus comprising:

(a) a receiver for receiving data samples of the analog signal; and

,

(b) interpolating means coupled to said receiver for receiving said data samples and an unconstrained selection of resample times at which said data samples are to be interpolated, said interpolating means interpolating between said data samples to produce interpolated values at said resample times, wherein said interpolating means includes

(b1) a filter producing a continuous nonrectangular impulse response and an associated frequency response;

(b2) a data locator coupled to said receiver for receiving said data samples and said resample times and locating a set of said data samples located near each of said resample times;

(b3) convolving means, coupled to said data filter and said data locator, for each of said resample times, weighting the set of the data samples with the continuous nonrectangular impulse response of the filter to produce a plurality of convolution values; and

(b4) a summer coupled to the convolving means which sums the plurality of convolution values at each of the resample times to produce one of the interpolated values at each of the resample times.

9. An apparatus for producing interpolated values as in claim 8 wherein a frequency function for the continuous nonrectangular impulse response has a general form as follows:

##EQU33##

10. The apparatus of claim 8 in which the associated frequency response of the filter is designed to have a substantially flat passband and suitably attenuating stopbands by relocating zeroes of a function associated with the frequency response in the complex frequency plane.

11. The apparatus for producing interpolating values as claimed in claim 8, wherein said frequency response of said filter comprises:

(a) a pass band for passing frequency domain information about the frequency spectrum of the analog signal and reducing contribution from pass band errors contained in said interpolated values; and

,

(b) stop bands for reducing contribution from images of the frequency spectrum of the analog signal contained in said interpolated values.

12. An apparatus for producing interpolated values as in claim 11 wherein a frequency function for the continuous nonrectangular impulse response has a general form as follows:

##EQU34##

13. The apparatus for interpolating values as claimed in claim 8, wherein said filter is a digital filter.

14. The apparatus for interpolating values as claimed in claim 13, wherein said digital filter is a digital finite impulse response filter.

15. The apparatus for interpolating values as claimed in claim 14, wherein said digital finite impulse response filter is implemented in software form.