This invention relates to a method and system for selecting the two smallest numbers from a set of multibit numbers more quickly than has heretofore been possible.
When searching for the minimum of two multibit binary numbers that are unsigned (so that the most significant bit of each number represents magnitude information rather than sign information), one can begin the comparison of the numbers at the most significant bit (MSB). If the MSB of a first number is a “1” and the MSB of a second number is a “0”, then the second number is smaller than the first number and therefore is the minimum as between those two numbers. If the two MSBs are the same (whether “0” or “1”), then evaluation of the next MSB is necessary and so on until a bit position is reached at which the bits are not the same.
Extending this to selecting a minimum of three or more unsigned multibit binary numbers, the numbers can be evaluated in pairs in tournament-ladder fashion, with the candidates narrowed by half at each stage. At each stage, a plurality of pairs is evaluated simultaneously, and the duration of each stage is the duration of the longest comparison in that stage, which in turn is the comparison that requires evaluation of the greatest number of bits until bits that are not identical are found—i.e., the longest comparison is for the pair in which the two numbers have the greatest number of identical MSBs.
For some applications, it is necessary to find not only the smallest number in a group of numbers, but also the second-smallest number—i.e., the problem presented is to find the two smallest numbers in a set of numbers. In the process described above, the second-smallest number may be the result of the comparison in one of the pairs from which the smallest number was not selected. Alternatively, it may be that the other number in the pair from which the smallest number was selected, while larger than the smallest number, is nevertheless smaller than any of the other comparison results and therefore is the second-smallest number. Thus to select the second-smallest number requires comparing the other number in the pair from which the smallest number was selected, and all of the results of the comparisons in the pairs from which the smallest number was not selected. Typically, this is done in a cascaded tree, and therefore the required comparison is between the other number in the pair from which the smallest number was selected, and the result of one other comparison. Even so, however, that comparison heretofore could not be made until the determination of the smallest number had been made.
In accordance with the present invention, the group of numbers from which the smallest and second-smallest are to be selected are compared in a cascaded tree. Each comparison stage will select the smallest number from two numbers output by the previous stage, into which four numbers are input. The second-smallest number is one of the other three inputs to the previous stage and, as before, all bits of the second-smallest number will not be known until the smallest number is determined. However, because at each stage of the determination, the next stage is reached because the bit values being examined are the same, those bit values of the second-smallest number (and indeed of the smallest number) are known ahead of the final determination of the smallest number. Accordingly, one can begin to output bits of the second-smallest number (as well as of the smallest number) even before that final determination.
Therefore, in accordance with the present invention, there is provided a method of determining a minimum and a next-to-minimum value from an original group of values. The method includes in a first stage, dividing the group of values into subgroups of values. For each subgroup, minimum and next-to-minimum values in the subgroup are determined, and bitwise comparators are used to determine which of the minimum and next-to-minimum values is the minimum value and which of the minimum and next-to-minimum values is the next-to-minimum value of the subgroup. The determined minimum and next-to-minimum values from the subgroup are aggregated into a new group, and in one or more subsequent stages, the determining, the using of bitwise comparators and the aggregating, are repeated until the new group includes only a minimum value and a next-to-minimum value from the original group. In this method, the using of bitwise comparators comprises propagating, from a current stage to a subsequent stage, bits of the minimum value and the next-to-minimum value in bitwise fashion prior to completing determination of the minimum value and the next-to-minimum value.
Further features of the invention, its nature and various advantages, will be apparent upon consideration of the following detailed description, taken in conjunction with the accompanying drawings, in which like reference characters refer to like parts throughout, and in which:
Embodiments of the present invention have application where reducing the time needed to determine the smallest and second-smallest values in a list of values is important. One such application is in low-density parity check (LDPC) decoding in the read channel of a data storage device, where faster decoding translates to faster data access.
An LDPC decoder may operate using the Min-Sum algorithm. A Min-Sum LDPC decoder operates as follows at each Check Node Unit:
Because reducing data access time is important, it is desirable to speed up LDPC decoding using the Min-Sum algorithm by more quickly finding the smallest and second-smallest values of the Rm inputs.
Any two values may be compared bitwise to find the smaller of those two values. If two numbers have different MSBs, then the number with the smaller MSB is the smaller number. Therefore two numbers may be compared starting with their MSBs and, as long as the compared bits are the same, continuing the comparison with the next-MSB until the compared bits are different. Known logic unit 100 for comparing two bits is shown in
In MSB-first comparator 100, each input X (102) and Y (101) may be one input bit. Output MIN1 (103) represents the minimum of X and Y. Output SEL=(104) is the index of the selection evaluated to be the minimum, where input Y (101) is the 0th input and input X (102) is the 1st input, with SELOUT=0 if there is no minimum (X=Y). In other words, SEL=is the boolean result of X>Y—if X>Y is true, SELOUT=1 and if X>Y is false (X≦Y), SELOUT=0. Output SEL_FNDOUT (105) is a boolean Select Found signal indicating that a result has been found, and is equal to the OR of SEL_FNDIN (106) which is SEL_FNDOUT from the previous bit (meaning a result was or was not already found previously) with boolean result of X≠Y (meaning that a result has—X≠Y is .TRUE.—or has not—X=Y, or X≠Y is .FALSE.—been found at the current bit). SELIN (107) is SELOUT from the previous bit.
A cascade 200 of MSB-first comparators 100 is shown in
Given four inputs A, B, C, D, Min1=min(A,B,C,D) may be found by finding min(A,B) (211) and min(C,D) (212) and then finding min{min(A,B),min(C,D)} (213) as shown in
In performing the evaluation of
If MinSel signal 239 indicates that the absolute minimum 238 derived from the A/B first-stage comparison 231, then second-smallest value Min2 is either the relative minimum 235 from C/D first-stage comparison 232 or the relative maximum 236 from A/B first-stage comparison 231. In such a case, MinSel signal 239 causes multiplexers 240, 241 to select their respective A/B inputs, sending relative minimum 235 and relative maximum 236 to comparison 242 to determine second-smallest output Min2 (243).
On the other hand, if MinSel signal 239 indicates that the absolute minimum 238 derived from the C/D first-stage comparison 232, then second-smallest value Min2 is either the relative minimum 234 from A/B first-stage comparison 231 or the relative maximum 237 from C/D first-stage comparison 232. In such a case, MinSel signal 239 causes multiplexers 240, 241 to select their respective C/D inputs, sending relative minimum 234 and relative maximum 237 to comparison 242 to determine second-smallest output Min2 (243).
However, in arrangement 230, determination of Min2 (243) cannot begin until completion of the determination 233 of Min1 (238) to generate MinSel signal 239.
Another arrangement for determining Min1 and Min2 from four inputs A, B, C, D is a look-up table 250 as shown in
A carry-select comparator approach 260 is shown in
Here again, determination of Min2 (265) cannot begin until completion of the determination of Min1 (266) to generate SEL signal 263.
It can be shown in the comparison, starting at the MSB, of two numbers, each of which is the respective minimum within another pair of numbers to determine the absolute minimum (Min1) of those four numbers, that as long as the bits of the two numbers being compared are the same, then the corresponding bits of the absolute minimum (Min1) and the next-to-minimum or next-smallest (Min2) must be the same. Otherwise, the condition that the bits of the two numbers being compared are the same has been broken and Min1, and therefore Min2, would already have been determined.
Accordingly, in a comparison of COMP1min to COMP2min, at any bit position i, if SEL_FINDIN,i==0, meaning that the minimum as between COMP1min and COMP2min has not yet been determined in previous bits, and COMP1min,i=COMP2min,i, meaning that the minimum is not determined by the current bit, then COMP1min,i (which is the same as COMP2min,i) is propagated as both Min1i and Min2i.
An embodiment of a circuit implementation according to the invention is shown in
The individual bits of Min1[6:0] are output at outputs 103 of the individual units 100 of cascade 280. Outputs 103 of individual units 100 of cascade 281 are the individual bits of Min2[6:0] if COMP2min is Min1, while outputs 103 of individual units 100 of cascade 282 are the individual bits of Min2[6:0] if COMP1min is Min1. The choice between output 103 of each pair of respective units 100 of cascades 281, 282 is made by multiplexer 283 under control of the SELOUT output of the corresponding unit 100 of cascade 280. Outputs 103 of cascade 281 are chosen as the bits of MIN2 if COMP1min,i is greater than COMP2min,i, while outputs 103 of cascade 282 is chosen as the bits of MIN2 if COMP2min,i is greater than COMP1min,i. As described above, until Min1 is determined, an individual output Min2i is the same from cascade 281 and cascade 282 for the reasons given, and thus can be propagated as the ith bit of Min2 as soon as it is available.
As discussed so far, Min1 and Min2 have been the minimum and next-to-minimum of four inputs. For a larger number of inputs, a cascade 290 of four-to-two comparisons 291 can be made as shown in
The timing effect of not being able to determine any portion of Min2 at any stage until the determination of Min1 for that stage is complete is shown in
On the other hand, the timing in accordance with the present invention is shown in
Thus it is seen that a method and circuitry for determining the minimum and next-to-minimum values from a group of input values, has been provided. As discussed above, this technique can be used in LDPC decoding of the read channel of a data storage device, although other arrangements also are possible.
Referring now to
It will be understood that the foregoing is only illustrative of the principles of the invention, and that the invention can be practiced by other than the described embodiments, which are presented for purposes of illustration and not of limitation, and the present invention is limited only by the claims which follow.
This is a continuation of, commonly-assigned U.S. patent application Ser. No. 12/256,702, filed Oct. 23, 2008 (now U.S. Pat. No. 8,234,320), which claims the benefit of commonly-assigned U.S. Provisional Patent Application No. 60/982,547, filed Oct. 25, 2007, each of which is hereby incorporated by reference herein in its respective entirety.
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Number | Date | Country | |
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60982547 | Oct 2007 | US |
Number | Date | Country | |
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Parent | 12256702 | Oct 2008 | US |
Child | 13545652 | US |