Method and apparatus for processing waveform records

Abstract: Stored waveform records representative of respective repetitions of a repetitive signal are processed by reading a first waveform record from memory to form a reference signal. A second waveform record is read from memory to form a second signal, and the second signal is shifted in time in such a manner as to minimize the power of a difference signal, of which the instantaneous magnitude is representative of the difference in instantaneous magnitude between the reference signal and the time-shifted second signal. If the waveform records are identical but for jitter, and the power of the difference signal is brought to zero, this implies that the first waveform signal is synchronous with the processed second waveform signal, i.e., there is no jitter between the two signals. If waveform records resulting from the reference signal and the processed second signal are then averaged, the level of noise in the averaged record is reduced relative to the stored records and the averaged record is free of distortion due to jitter.

Description: This invention relates to a method and apparatus for processing waveform records. It is frequently desired to measure features of a repetitive signal. When the useful signal is embedded in random noise, a number of waveform records representative of respective repetitions of the repetitive signal may be stored, and an averaged waveform may be generated by computing the average of the stored waveform records. If the noise is random, the noise present in the averaged waveform is reduced with respect to the stored waveform records. Therefore, measurements made on the averaged waveform reveal more information about the useful signal than those made on the stored waveform records. Waveform records are stored by digitizing the repetitive signal and writing the resulting sequence of N digital words per record into memory. A signal is digitized by sampling the signal at a constant clock rate, and quantizing each sample using an analog-to-digital converter. The averaged waveform is generated by averaging the ith words of the stored records for i = 1 . . . N. However, if the clock pulses do not occur at precisely the same points within each repetition, the averaged waveform record will be distorted. For example, if only two records were averaged and each contained a ramp of uniform slope and of duration t from a lower voltage level V o to a higher voltage level V₀+V, and the records were identical except that the second repetition was delayed such that the start of the ramp of the second repetition occurred at a time Δt, relative to a fixed reference point, later than the time at which the start of the ramp of the first repetition occurred, when the records are averaged the slope of the ramp in the averaged waveform is changed from V/t to V/(t + Δt) . If the two stored waveform records were sinusoidal, the amplitude of the averaged waveform is dependent upon the jitter between the two records. In the Tektronix 1980 Automatic Video Measurement Set, waveform records representative of respective repetitions of a repetitive segment of a television signal are stored and averaged, and features of the averaged record are measured, for example in order to determine whether the television signal complies with prescribed standards. Jitter among the records is removed using an algorithm known as ALIGN. The ALIGN algorithm is subject to the disadvantage that it does not operate properly if the spectral characteristics of the jitter are not uniform. Also, execution of the ALIGN algorithm is time consuming since it involves three fast-Fourier transformations. US-A-4 455 634 discloses an audio/video quality monitoring system that measures selected parameters of a known input signal, feeds the signal through a device under test, measures the parameters at the output of the device under test and compares the parameters before and after the device under test to establish a "signature". The signature is then used for subsequent testing of the device to detect out-of-tolerance conditions as the device progresses along a production line or for comparing with the signature of an alternate device. The monitoring system allows the performance of a noise test using the Tektronix 1980 Automatic Video Measurement Set mentioned above. Samples from the backporch of the horizontal blanking pulse of a first field are input to mean and variance circuits, and likewise for the other field. The outputs of the variance circuits are averaged to provide a measured noise figure parameter. From Patent Abstracts of Japan, Vol. 144, No. 6 (JP-A-57 067 383) is known a two-stage jitter correction device comprising a variable delay element. The degree of delay is controlled according to the jitter included in the signal by comparing the signal with a standard oscillator signal and providing a control signal to a voltage-controlled oscillator which determines the delay of the variable delay element. In Hans Dieter Lüke "Signalübertragung", third edition, Springer-Verlag Berlin Heidelberg New York Tokyo, pages 78, 79, the definition of a pulse correlation function of energy signals is given. The definition is based on the difference of two signals which is a measure of their similarity. Provided the signals are energy signals, an equation defining correlation coefficients is given. It is an object of the invention to provide a method and an apparatus for reducing jitter in a repetitive signal in a less time-consuming manner than prior art systems. According to the invention the method of reducing jitter in a repetitive signal by processing waveform records representative of the waveforms of respective repetitions of the repetitive signal comprises the steps of: a) reading a first waveform record from memory to form a reference signal; b) reading a second waveform record from memory to form a second signal; c) carrying out a finite impulse filter operation on the second signal for delaying the second signal by a selected amount, the amount being determined by multiplication factors of the finite impulse filter operation; d) determining the power of a difference signal representative of the difference in instantaneous magnitude between the delayed second signal and the reference signal; e) repeating the steps c) and d) a plurality of times, using different multiplication factors on each occasion, and determining which multiplication factors provide the smallest value for the power; and f) writing back into the memory in lieu of the second signal read in step b) a second signal delayed according to the multiplication factors determined in step e) to provide the smallest value for the power. An apparatus for reducing jitter in a repetitive signal in accordance with the invention is characterized in claim 4. In a preferred embodiment of the present invention, stored waveform records representative of respective repetitions of a repetitive signal are processed by reading a first waveform record from memory to form a reference signal. A second waveform record is read from memory to form a second signal, and the second signal is shifted in time in such a manner as to minimize the power of a difference signal, of which the instantaneous magnitude is representative of the difference in instantaneous magnitude between the reference signal and the time-shifted second signal. If the waveform records are identical but for jitter, and the power of the difference signal is brought to zero, this implies that the first waveform signal is synchronous with the processed second waveform signal, i.e., there is no jitter between the two signals. If waveform records resulting from the reference signal and the processed second signal are then averaged, the level of noise in the averaged record is reduced relative to the stored records and the averaged record is free of distortion due to jitter. For a better understanding of the invention, and to show how the same may be carried into effect, reference will now be made, by way of example, to the accompanying drawings in which: FIG. 1 is a block diagram of apparatus embodying the present invention, FIG. 2 shows waveforms that will be used to explain the invention, and FIG. 3 is a flowchart that illustrates a method embodying the present invention. A conventional helical scan video tape recorder (VTR), such as that shown at 2 in FIG. 1, generates a signal in the NTSC format. The signal comprises, on each line of the active picture interval, a horizontal sync pulse, color burst and picture information. The horizontal sync pulse and the picture information are read from the tape 4 by the VTR, but the color burst is generated in an oscillator 5 by a heterodyne process and is inserted into the signal downstream of the VTR's record/playback heads, with the proper timing relative to the horizontal sync pulse, by a burst inserter 6. In order to identify and diagnose problems in the operation of the VTR, the output terminal of the VTR is connected to the input terminal 8 of a test and measurement device 10, and a pre-recorded videotape is played on the VTR. The tape has the identical test signal recorded on every line. Therefore, the signal received at the terminal 8 is a signal that repeats at line rate, i.e., about 15.75 kHz, and comprises, in each repetition, a horizontal sync pulse, burst and the picture information portion of the test signal. The test and measurement device 10 is used to identify and measure distortions in the test signal that might be due to improper operation of the VTR. The repetitive signal received at the terminal 8 of the device 10 is digitized by means of an analog-to-digital converter (ADC) 12 that samples the video signal in response to a sampling clock and quantizes the resulting samples and thus generates a stream of digital words. The sampling clock is generated by a sampling clock generator 14 that is triggered by a horizontal sync separator 16. The digital words are written into a random access memory 18 under control of a write address generator 20, which also receives the sampling clock. Thus, the memory 18 stores a record of n successive repetitions of the test signal that is recorded on the tape 4. The sampling clock is generated at four times subcarrier frequency, and therefore each waveform record contains 910 digital words. It will be assumed for the purpose of this description that the test signal includes a portion at subcarrier frequency. The waveform (a) illustrates a portion of the test signal that is at subcarrier frequency and the waveforms (b) and (c) illustrate that same portion of two repetitions and also illustrate the sampling clock times. It will be noted that noise superimposed on the test signal is not shown in FIG. 2. The phase of the sampling clock relative to the subcarrier portion of the test signal is subject to change from line to line due to random effects in the sync separator 16, the clock generator 14 and the ADC 12. Accordingly, there is relative jitter between the sampling clock and the successive repetitions of the test signal. This jitter is shown in FIG. 2 by the shift Δt in time between the sampling clock times for waveform (c) and those of waveform (b). The effect of this jitter is that when the digital words representing the waveforms (b) and (c) are written into memory and are subsequently read from memory, e.g. for averaging, the waveform (c) is shifted in time relative to the waveform (b) (see waveform d). In order to enable this jitter to be removed, the memory 18 is segregated into two portions, namely a portion 18A that stores a reference waveform record { y 1i , i = 1 . . . N } and a portion 18B that stores the other waveform records {y qi , i = 1 . . . N, q = 2 . . . n}. The memory portion 18A has 1024 addressable locations, of which only 910 are used to store the reference waveform record {y₁ i } (In this particular implementation, N is equal to 910.). The memory portion 18B is organized as multiple segments each having 1024 addressable locations. The ten lower address bits for each of the segments of the memory portion 18B are the same as the address bits for the memory portion 18A. It is therefore possible to read the reference record from the memory portion 18A simultaneously with a selected record in the memory portion 18B. The repetition that is used to form the reference record is selected arbitrarily. When the memory 18 has been loaded with n waveform records, the reference record {y 1i } and a selected record, e.g. {y 2i }, are read synchronously from the memory portion 18A and a segment of the memory portion 18B respectively under control of a read address counter 22, driven by a read clock generator 24. The digital signals are converted to analog form by a digital-to-analog converter (DAC) 60. The resulting analog signals y₁ and y₂ are applied to an oscilloscope 62. The waveforms of the signals generated from the two records are observed, and the waveform y₂ is shifted horizontally relative to the waveform y₁ in order to achieve coarse coincidence (coincidence to within one clock period) between the two waveforms. The amount by which the waveform y₂ is shifted is used by a microprocessor 40 to compute an offset that is applied by an offset circuit 64 to the addresses that are applied to the memory segment 18B by the read address counter 22. When the offset has been computed, the record {y 2i } is repeatedly read from memory using the offset address, and the successive repetitions are applied to an adaptive FIR (finite impulse response) filter 26. The filter 26 comprises M delay elements 30, a summation circuit 32, M multipliers 34 connected between the outputs of the delay elements and the summation circuit, and a further multiplier connected between the input of the filter 26 and the summation circuit 32. FIG. 1 illustrates M as being equal to four. However, it is preferred that M be rather larger, e.g. eight or ten. The delay elements 30 each impose a delay equal to the period of the read clock. Each multiplier 34p (where p is an integer from 0 to M) multiplies its digital input word by a factor k p in order to generate an output word that is applied to the summation circuit. The values of k p are adjustable in dependence upon control signals received from the processor 40. When the jth (j = M + 1 . . . N) digital word y 2j of the selected waveform record {y 2i } is applied to the filter 26, the filter 26 provides an output digital word Y 2j ' equal to the sum over values of p from 0 to M of the terms k p y 2,j-p For suitable values of k p , these digital words represent a delayed version of the selected waveform record, i.e. the effect of passing the record {y 2i } through the FIR filter is to produce a signal {y 2i '} of which the waveform in the analog domain is the same as that of the record {y 2i } but of which the sampling points have been delayed with respect to those of the record {y 2i }. The amount of the delay depends on the values of k p . The digital signal {y 2i '} generated by the FIR filter 26 is applied to one input of a subtraction circuit 42. As the record {y 2i } is read from the memory portion 18B, the reference record {y 1i } is read from the memory portion 18A and the resulting reference signal is applied to the other input of the subtraction circuit. However, the addresses that are applied to the memory portion are each one LSB (least significant bit) less than those applied to the memory portion 18B, with result that the reference signal is delayed by one clock period. This one LSB offset is imposed by an offset circuit 66 under control of the processor 40. Therefore, when the subtraction circuit 42 receives the digital word y 2j ' from the FIR filter, it receives the digital word y 1,j-1 from the memory portion 18A and provides an output digital word z j representing the difference between the digital word y 1,j-1 of the reference record and the corresponding digital word y 2j ' of the delayed version of the selected waveform record. The digital word z j provided by the subtraction circuit is applied to a squaring circuit 44, to form the word z j ² , and this word is applied to an accumulator 46 which forms the sum of the digital words z j ² for values of j from M+1 to N. The value accumulated by the accumulator is applied to the processor 40. The processor 40 executes an algorithm to adjust the factors k p following each accumulation in such a manner as to reduce the value stored in the accumulator. When the factors k p are such that the value accumulated in the accumulator 46 is a minimum, it implies that the power of the signal representing the difference between the reference record and the delayed version of the selected record is a minimum, and this in turn implies that relative jitter between the reference record and the delayed version { y 2i '', i = M + 1 . . . N } of the selected record has been corrected as far as practicable. As each corrected record is generated, it is written back into the memory portion 18B in lieu of the uncorrected version of the selected record. Each record stored in the memory portion 18B is corrected in this manner and is replaced in the memory portion 18B by its corrected version. When all the records have been corrected, the corrected records and the reference record are applied to an averager 50 and the resulting averaged waveform record is stored in a waveform memory 52 and is used as the basis for measuring features of the video signal. It is not necessary that the accumulator 46 store the output of the squaring circuit 44 for every pair of digital words. In the case where each record contains 910 digital words, good results can be obtained if the sum of the squares of about 500 words is accumulated, and satisfactory results can be obtained if the sum of the squares of at least 100 samples is generated. Since values of y 2i '' are created only for values of i from M + 1 to N, the first M words of the corrected record are lost. However, the disadvantage of losing approximately 1% of the corrected record is outweighed by the advantage of the jitter being removed rapidly and substantially completely. By use of the apparatus shown in FIG. 1, it is possible to bring the waveform records into near perfect coincidence, i.e., coincidence to within substantially less than one sample interval. The reason for delaying the reference signal {y₁} by one clock period after coarse coincidence has been achieved, is in order to make certain that fine coincidence can be achieved by only delaying the signal {y₂}, so that it is not necessary to include advancing elements in the filter 26. Of course, the same result may be achieved by adding one LSB to the addresses applied to the memory portion 18B, so as to advance the signal {y₂} by one clock period before it is applied to the FIR filter. It will be appreciated that the present invention is not restricted to the particular method and apparatus that have been described, and that variations may be made therein without departing from the scope of the invention as defined in the appended claims and equivalents thereof. For example, it is possible to implement the method of the invention without using dedicated hardware by employing a general purpose digital computer with appropriate software. The flow chart for a suitable program is illustrated in FIG. 3. The simultaneous equations that are referred to in the flowchart are where Σ represents summation over values of r from M to N-1. It can be shown that these equations are susceptible of substantial simplification if it is assumed that the signal and noise are independent and that the noise is uncorrelation from sample to sample and from record to record. Of course, these same equations are solved implicitly in the hardware implementation. It will be understood that when the invention is implemented using software, it is not necessary that the digital data be processed in precisely analogous manner to that represented in FIG. 1. For example, it is not necessary to form the group of multiplication products y₂ M k₁, y₂, M-1 k 2 , . . . y₂₁k M , in that order, form the sum of these products, and then form the next group of multiplication products y₂, M+1 k₁, y₂ M k₂, . . . y₂₂k M etc., since the products y₂₁k₁, y₂₁k₂, y₂₁k₃ . . . y₂₁k M , y₂₂k₁, y₂₂k₂ . . . y₂₂k M etc. may be formed and then summed in the desired groups. The operations that are performed when the invention is implemented using software do not result in the signals being actually delayed, but rather modified so that they appear to have been effectively delayed. In the case of the method described with reference to FIGS. 1 and 2, the clock generator is synchronized with reference to the repetitive input signal by triggering the clock generator from the horizontal sync pulse. In other applications, the clock pulses may be synchronized by both triggering the clock generator and initiating generation of the repetitive signal in response to the same event, and in yet other applications, the clock pulses and the repetitive input signal are asynchronous.

Claims: A method of reducing jitter in a repetitive signal by processing waveform records representative of the waveforms of respective repetitions of the repetitive signal; the method comprising the steps of: a) reading a first waveform record from memory (18A) to form a reference signal; b) reading a second waveform record from memory (18B) to form a second signal; c) carrying out a finite impulse filter operation on the second signal for delaying the second signal by a selected amount, the amount being determined by multiplication factors of the finite impulse filter operation; d) determining the power of a difference signal representative of the difference in instantaneous magnitude between the delayed second signal and the reference signal; e) repeating the steps c) and d) a plurality of times, using different multiplication factors on each occasion, and determining which multiplication factors provide the smallest value for the power; and f) writing back into the memory (18) in lieu of the second signal read in step b) a second signal delayed according to the multiplication factors determined in step e) to provide the smallest value for the power. A method according to claim 1 further comprising reading the first waveform record from memory in step a) in delayed relationship with respect to reading the second waveform record from memory in step b). A method according to claim 1 wherein step d) comprises calculating the waveform of the difference signal and calculating the power of the difference signal having that waveform. An apparatus (10) for reducing jitter in a repetitive signal, comprising: a memory (18) for storing waveform records of successive iterations of the repetitive signal; means (22-24) for reading a first and a second waveform record from the memory to form a reference signal and a second signal; a finite impulse response filter (26) for delaying the second signal in time by a selectively variable amount determined by multiplication factors of the filter (26); means (42-46) for forming a difference signal representative of the difference in instantaneous magnitude between the delayed second signal and the reference signal and for determining the power of the difference signal; means (40) for varying the multiplication factors a plurality of times and for determining which multiplication factors provide the smallest value for the power; and means for writing back into the memory (18) in lieu of the second waveform a second signal delayed according to multiplication factors providing the smallest value for the power.

Inventors: JENG YIH-CHYUN, LUTHRA AJAY K, JENG, YIH-CHYUN, LUTHRA, AJAY K.
Applicants: TEKTRONIX INC, TEKTRONIX, INC.
Application year: 1987
Main classification: H04N17
IPC codes: G01R13, H04N17, G06F17, G11B5, H04N5