The present inventions are related to systems and methods for preparing dibit signals that may be used for estimating non-linear parameters, and more particularly, to systems and methods for correcting a dibit signal to remove DC offset and/or restore the baseline.
Dibit signals are used in a variety of processing scenarios. For example, a dibit signal may be used to estimate a variety of non-linear parameters in a hard disk drive system utilizing longitudinal or perpendicular recording approaches. Such non-linear parameters include non-linear transition shifts, magneto-resistive asymmetry, channel linear density, overwrite, and the like. These parameters help to understand the types and strengths of nonlinear distortions present in the recording channel and also for developing approaches for mitigating these distortions. Thus, dibit extraction circuits may be included in a variety of circuits. However, it is often difficult to use such extracted dibit signals due to DC offset or distorted baseline exhibited in the dibit signal. This DC offset is caused by the non-zero cross-correlation property of the pseudo-random bit sequence (PRBS) used for extracting the dibit in conjunction with the non-zero DC property of the recording channel. This DC offset issue is more serious in perpendicular recording, as compared to longitudinal recording.
Some approaches rely on a high pass filter present in the analog front end (i.e., AC-coupling) to remove the DC offset. However, in many cases, the pole of the high pass filter is very narrow and focused on removing only the DC frequency data. Because the pole is so narrow, there is often a transient affect that results in an undesired modification to the dibit signal while not solving the DC offset problem. Where the pole is made broader, too much information is removed from the dibit signal. Other approaches use a non-echo region (i.e., a flat region of the dibit signal) to estimate the DC offset. This estimated DC offset is then added/subtracted from the entire dibit signal. This approach does not work well, however, because the non-echo region is generally not perfectly flat due to AC coupling and presence of echoes. Other approaches perform dibit correction where the post process bits are represented by the following equations:
for DC-free channel; and
for channels with DC.
Such approaches provide accurate correction of the dibit signal only where no non-linear distortions or distortion from AC coupling are present.
Hence, for at least the aforementioned reasons, there exists a need in the art for advanced systems and methods for correcting dibit signals.
The present inventions are related to systems and methods for preparing dibit signals that may be used for estimating non-linear parameters, and more particularly, to systems and methods for correcting a dibit signal to remove DC offset and/or restore the baseline.
Various embodiments of the present invention provide dibit correction circuits. Such dibit correction circuits include a dibit sample buffer, a maximum sample detector circuit, a side sample detector circuit, and a dibit correction circuit. The dibit sample buffer includes a plurality of samples of an uncorrected dibit signal. The maximum sample detector circuit identifies a maximum sample of the plurality of samples of the uncorrected dibit signal, and the side sample detector circuit identifies a first side sample prior to the maximum sample on the uncorrected dibit signal and a second side sample following the maximum sample on the uncorrected dibit signal. In some cases, the maximum sample, the first side sample and the second side sample are all non-zero values on the main lobe. The dibit correction circuit applies a correction factor calculated based at least in part on the maximum sample, the first side sample and the second side sample to at least a subset of the plurality of samples of the uncorrected dibit signals to yield a plurality of corrected dibit signals. In some instances of the aforementioned embodiments, the circuits further include a corrected dibit buffer that stores the plurality of corrected dibit signals.
In some instances of the aforementioned embodiments, the maximum sample corresponds to the center of a main lobe of the uncorrected dibit signal. In particular cases, the first side sample is the sample on the main lobe directly preceding the maximum sample, and the second side sample is the sample on the main lobe directly succeeding the maximum sample. It should be noted that more than a single side sample on either side of the maximum sample may be detected by the side sample detector circuit.
In various instances of the aforementioned embodiments, the dibit correction circuit includes a correction calculation circuit and a correction application circuit. In particular cases, the correction calculation circuit calculates a correction factor in accordance with the following equation:
where N is the length of the pseudo-random bit sequence, where p[k0+i] represents individual samples of the uncorrected dibit signal from the dibit sample buffer, where i=−1 corresponds to the first side sample, where i=1 corresponds to the second side sample, where i=0 corresponds to the maximum sample, and where n defines the number of samples that make up a main lobe of the uncorrected dibit signal. In some instances, the correction application circuit augments each sample of the uncorrected dibit signal with the correction factor to yield an augmented dibit signal. In some such cases, the augmented dibit signal is multiplied by a derivation factor to yield a plurality of corrected dibit samples. The plurality of corrected dibit signals are calculated in accordance with the following equation:
wherein p[m] represents respective uncorrected dibit signal values, and m is an index with a maximum value corresponding to the number of the plurality of samples of the uncorrected dibit signal.
Other embodiments of the present invention provide methods for correcting a dibit signal. The methods include providing a plurality of sample values corresponding to an uncorrected dibit signal; identifying a maximum sample from the plurality of samples; identifying a first side sample and a second side sample. The first side sample precedes the maximum sample in the plurality of sample values, and the second side sample follows the maximum sample in the plurality of sample values. The methods further include calculating a correction factor using at least the maximum sample, the first side sample and the second side sample.
In some instances of the aforementioned embodiments, the plurality of sample values is a first plurality of sample values, and the methods further include applying the correction factor to each of the first plurality of samples to yield a second plurality of samples corresponding to a corrected dibit signal. In some cases, the methods further include storing the second plurality of samples.
Applying the correction factor may include adding the correction factor to each of the first plurality of samples to yields a plurality of sums, and multiplying each of the plurality of sums by a derivation factor. The plurality of corrected dibit signals may be calculated in accordance with the following equation:
where N is the length of the pseudo-random bit sequence, where p[k0+i] represents individual samples of the uncorrected dibit signal from the dibit sample buffer, where i=−1 corresponds to the first side sample, where i=1 corresponds to the second side sample, where i=0 corresponds to the maximum sample, where n defines the number of samples that make up a main lobe of the uncorrected dibit signal, where p[m] represents respective ones of the first plurality of samples, and where m is an index with a maximum value corresponding to the number of the first plurality of samples.
Yet other embodiments of the present invention provide dibit correction systems. Such systems include a maximum sample detector circuit, a side sample detector circuit, and a dibit correction circuit. The maximum sample detector circuit identifies a maximum sample from a plurality of samples of an uncorrected dibit signal. The side sample detector circuit identifies a first side sample prior to the maximum sample on the uncorrected dibit signal and a second side sample preceding the first side sample on the uncorrected dibit signal. The dibit correction circuit applies a correction factor calculated based at least in part on the maximum sample, the first side sample and the second side sample to at least a subset of the plurality of samples of the uncorrected dibit signals to yield a plurality of corrected dibit signals.
In some instances of the aforementioned embodiments, the maximum sample corresponds to the center of a main lobe of the uncorrected dibit signal. In particular cases, the first side sample is the sample on the main lobe directly preceding the maximum sample, and the second side sample is the sample on the main lobe directly preceding the first side sample. In various instances of the aforementioned embodiments, the dibit correction circuit includes a correction calculation circuit and a correction application circuit. The correction application circuit augments each sample of the uncorrected dibit signal with a correction factor to yield an augmented dibit signal, and the augmented dibit signal is multiplied by a derivation factor to yield a plurality of corrected dibit samples.
This summary provides only a general outline of some embodiments of the invention. Many other objects, features, advantages and other embodiments of the invention will become more fully apparent from the following detailed description, the appended claims and the accompanying drawings.
A further understanding of the various embodiments of the present invention may be realized by reference to the figures which are described in remaining portions of the specification. In the figures, like reference numerals are used throughout several figures to refer to similar components. In some instances, a sub-label consisting of a lower case letter is associated with a reference numeral to denote one of multiple similar components. When reference is made to a reference numeral without specification to an existing sub-label, it is intended to refer to all such multiple similar components.
The present inventions are related to systems and methods for preparing dibit signals that may be used for estimating non-linear parameters, and more particularly, to systems and methods for correcting a dibit signal to remove DC offset and/or restore the baseline.
Various embodiments of the present invention provide advanced systems and methods for correcting a dibit signal that work even when non-linear channel distortions and/or AC coupling exist. The correction effectively removes DC offset at discrete time points and restores the baseline whether or not non-linear transition shifts and/or distortion from AC coupling is evident. This results in a corrected dibit signal that accurately represents the uncorrected dibit without the DC offset. Various embodiments of the present invention recognize that the echoes present in the dibit signal are not free of DC offset, that AC coupling can result in varying baseline in the dibit signal, and that the main lobe of the dibit is typically short (i.e., two to five coefficients). The magnitude of these coefficients is generally larger than the amplitude of the echoes.
Such a corrected dibit may be used for a number of purposes including, but not limited to, estimation of linear recording density, non-linear transition shifts due to data transitions present earlier in a sequential stream, magneto-resistive head asymmetry, and overwrite effects (i.e., the effects of previously recorded data on later recoded data). Accurate estimation of these parameters aid in understanding the quality of a read/write head assembly and allows for optimization of circuits and/or algorithms used in read-path and write-path circuitry intended for storage applications, devices and/or systems. Based upon the disclosure provided herein, one of ordinary skill in the art will recognize a variety of other advantages that may be achieved through use of one or more embodiments of the present invention.
As a starting point, the linear readback signal may be represented as:
where hb[k] is the true bit response. By using the correlation property of pseudo-random bit sequences of length N, the uncorrected, extracted dibit can be expressed as:
Let the non-negligible values in the true bit-response (i.e., the bit response that would be expected after post processing correction) be hb[k] for k=−M1, −M1+1, . . . , M2, where M1 and M2 are integers corresponding to sample points on the main lobe of the dibit. From this, the extracted dibit signal can be expressed as:
The following can be derived from the aforementioned equations:
From this, the post processed dibit signal (i.e., the corrected dibit signal) maybe described by the following equation:
where if M2 and M1 are the same magnitude, M, the equation can be reduced to:
Various embodiments of the present invention provide circuitry capable of implementing the above mentioned equations. In some cases, the circuitry provides a dibit correction factor that is added to an uncorrected dibit resulting in a circuit providing a corrected result consistent with the above mentioned equations.
Turning to
A maximum sample detector circuit 220 is operable to access at least a portion of the samples from dibit sample buffer circuit 215 and from those samples to identify the main lobe of uncorrected dibit signal 250. The main lobe is identified as being associated with the highest value sample from dibit sample buffer circuit 215. In one embodiment of the present invention, the position of the main lobe is centered around the position of the largest sample from dibit sample buffer 215. The following pseudocode describes the process of identifying the main lobe:
The identified main lobe location is referred to herein as k0 and is provided to a side sample detector circuit 225 as an output 265. Based upon the disclosure provided herein, one of ordinary skill in the art will recognize other approaches that may be used for identifying the location of the main lobe from samples received from dibit sample buffer 215.
Side sample detector circuit 225 is operable to access at least a portion of the samples from dibit sample buffer circuit 215 and from those samples to identify one or more samples of the main lobe on either side of k0. The following pseudocode describes the process of identifying n samples of the main lobe on either side of k0:
The side samples are described using the notation (k0+instance) with the value of ‘instance’ identifying a relative placement from the main lobe. Thus, for example, k0−1 is the location of the sample on the main lobe immediately preceding the maximum sample, and k0+1 is the location of the sample on the main lobe immediately following the maximum sample. Expanding upon this, k0−2 is the location of the sample on the main lobe immediately preceding the k0−1 sample, and k0+2 is the location of the sample on the main lobe immediately following the k0+1 sample. Based upon the disclosure provided herein, one of ordinary skill in the art will recognize other approaches that may be used for identifying the location of the side samples received from dibit sample buffer 215.
The location of the central point of the main lobe (k0) and the location of the identified side samples ( . . . k0−2, k0−1, k0+1, k0+2, . . . ) are provided as an output 270 to a dibit correction calculation circuit 230. Correction calculation circuit 230 calculates a correction factor based upon the sample values corresponding to the identified locations in output 270 (i.e., . . . k0−2, k0−1, k0+1, k0+2, . . . ). In particular, the correction factor may be calculated in accordance with the following equation:
where N is the length of the pseudo-random bit sequence that is used for the correlation, where p[k0+i] represents individual samples of the uncorrected dibit signal around the main lobe with p[k0] being the center point and indexed points (i) extending around that point, and where n defines the number of samples that make up the main lobe.
The correction factor is provided as an output 275 to a dibit correction application circuit 235. Dibit correction application circuit 235 adds the correction factor to uncorrected dibit signal 250 to yield the following result:
The above mentioned partial corrected dibit signal is multiplied by a derivation value
yielding a result corresponding to the following equation:
where p[m] represents the respective uncorrected dibit signal values 255 from dibit sample buffer 215. This result is provided as an output 280 to a corrected dibit buffer 240. Corrected dibit buffer 240 may be accessed to yield a corrected dibit signal 285 for use in one or more other functions and/or processes. Said another way, the values maintained in dibit buffer 240 are the values originally contained in dibit sample buffer 215 that are respectively offset by the correction factor, and the sum multiplied by the derivation value. Corrected dibit buffer 240 may be any media capable of storing the dibit information. Thus, as some examples, corrected dibit buffer 240 may be a static random access memory, a register memory, or the like. Based upon the disclosure provided herein, one of ordinary skill in the art will recognize a variety of storage media that may be used to implement corrected dibit buffer 240 in accordance with one or more embodiments of the present invention.
Turning to
The identified main lobe center location is referred to herein as k0.
In addition, n prior side samples of the main lobe and n post side samples of the main lobe are identified (block 315). In some embodiments of the present invention, the side samples are identified by a circuit that performs the function described by the following pseudocode:
The side samples are identified by the notation (k0+instance) with the value of ‘instance’ identifying a relative placement from the center of the main lobe (k0). Thus, for example, k0−1 is the location of the sample on the main lobe immediately preceding the maximum sample, and k0+1 is the location of the sample on the main lobe immediately following the maximum sample. Expanding upon this, k0−2 is the location of the sample on the main lobe immediately preceding the k0−1 sample, and k0+2 is the location of the sample on the main lobe immediately following the k0+1 sample. In some cases the number of samples prior to the center point of the main lobe is different than the number of samples following the center point of the main lobe. In other cases, the same number of side samples on either side of the main lobe are used.
The identified center point of the main lobe and the side samples are used to calculate a correction factor (block 320). In some embodiments of the present invention, the correction factor may be determined using a circuit that performs the following calculation:
where N is the length of the pseudo-random bit sequence that is used for the correlation, where p[k0+i] represents individual samples of the uncorrected dibit signal around the main lobe with p[k0] being the center point and indexed points (i) extending around that point, and where n defines the number of samples that make up the main lobe.
This correction factor is then applied to each of the respective uncorrected dibit samples resulting in a number of corrected dibit samples (block 325). In one particular embodiment of the present invention, application of the correction factor to yield the corrected dibit signals is done in accordance with the following equation:
where p[m] represents the respective uncorrected dibit signal values. The resulting corrected dibit samples are then provided as an output (block 330).
In conclusion, the invention provides novel systems, devices, methods and arrangements for correcting dibit signals. While detailed descriptions of one or more embodiments of the invention have been given above, various alternatives, modifications, and equivalents will be apparent to those skilled in the art without varying from the spirit of the invention. Therefore, the above description should not be taken as limiting the scope of the invention, which is defined by the appended claims.
The present application claims priority to (is a non-provisional of) U.S. Prov. Pat. App. No. 61/140,254 entitled “Post Processing for an Extracted dibit” and filed Dec. 23, 2008 by Mathew et al. The entirety of the aforementioned provisional patent application is incorporated herein by reference for all purposes.
Number | Date | Country | |
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61140254 | Dec 2008 | US |