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YORK AT BUFFALO AMHERST A T FAN ET AL. MAR I? RADC-UP-87-4 F3@662-6I-C-0IOS WILSSIFIED FIG 12/7 M EU hhhhI I M

EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

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Page 1: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

YORK AT BUFFALO AMHERST A T FAN ET AL. MAR I?RADC-UP-87-4 F3@662-6I-C-0IOS

WILSSIFIED FIG 12/7 MEU hhhhI I M

Page 2: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

11111 1.LIM

1111I 11111"L4 1 1.

MICROCOPY RESOLUTION TEST CHARTNAI1ONAL BUREAU Of SIANDARDS 96. A

Page 3: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

UTIC hLE COPY

RADC-NP-87-4Final Technical ReportMarch 1987

0

Co

l A NEW .ULTI-DECODER PLA DESIGN

University of Buffalo

Adly T. Fam, Matthew R. Vitallo, Mark T. Pronobis

DTICELECTE

APR 3 0 W7?

APPROVED FOR PUBLIC RELEASE: DISTRIBUTION UNLIMITED

ROME AIR DEVELOPMENT CENTERAir Force Systems Command

Griffiss Air Force Base, NY 13441-5700

87 4 ?,1 O

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Unedited version of this report, RADC-NP-87-4 dated March 1987

is being sent to the Defense Technical Information Center (DTIC) for

archiving and subsequent referral through the DTIC Technical ReportData Base.

RADC-NP-87-4 has been reviewed by the RADC Public Affairs Office (PA)

and is releasable to the National Technical Information Service (NTIS). At

NTIS it will be releasable to the general public, including foreign nations.

APPROVED: . Accesio., For

MATTHEW R. VITALLO NTIS CRA&I

Project Engineer DTIC TAB El;Unanr'ou..ced Li

JUSt~f;Cz't~oi

QUAJuy B...... ..................... .sDistribuf' I

APPROVED: AVdioab;1ity CodlestAva I ani o,

ROBERT L. RHAME, COLONEL, USAF Dist SAvi aDirector of Communications

:aFOR THE COMMANDER: U

RICHARD W. POULIOTDirectorate of Plans & ProgramsDietrt

!~

[,

Page 5: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

UNCLASSIFIEDSECURITY CLASSIFICATION OF THIS PAGE

Form ApprovedREPORT DOCUMENTATION PAGE OM No. ppro0

la. REPORT SECURITY CLASSIFICATION lb. RESTRICTIVE MARKINGSUNCLASSIFIED N/A

2a. SECURITY CLASSIFICATION AUTHORITY 3. DISTRIBUTION/AVAILABILITY OF REPORTN/A

2b. DECLASSIFICATION/DOWNGRADING SCHEDULE Approved for public release; distributionM/A unlimited.

4. PERFORMING ORGANIZATION REPORT NUMBER(S) 5. MONITORING ORGANIZATION REPORT NUMBER(S)

N/A RADC-NP-87-4

6a. NAME OF PERFORMING ORGANIZATION 6b. OFFICE SYMBOL 7a. NAME OF MONITORING ORGANIZATIONUniversity of Buffalo (If applicable) Rome Air Development Center (DCCD)

6c. ADDRESS (City, State, and ZIP Code) 7b. ADDRESS(City, State, and ZIP Code)

State University of New York Griffiss AFB NY 13441-5700

Buffalo NY 14260

8a. NAME OF FUNDING/SPONSORING 8b. OFFICE SYMBOL 9. PROCUREMENT INSTRUMENT IDENTIFICATION NUMBERORGANIZATION (If applicable)

Rome Air Development Center DCCD F30602-81-C-0185

8c. ADDRESS (City, State, and ZIP Code) 10. SOURCE OF FUNDING NUMBFRSPROGRAM PROJECT TASK WORK UNITGriffiss AFB NY 13441-5700 ELEMENT No. NO. NO. ACCESSION NO.

I 61102F 2305 J8 PF11. TITLE (Include Security Classification)

A NEW MULTI-DECODER PLA DESIGN

12. PERSONAL AUTHOR(S)

Adlv T. Fam, *Matthew R. Vitallo, *Mark T. Pronobis13a. TYPE OF REPORT 13b. TIME COVERED 14. DATE OF REPORT (Year, Month, Day) 15. PAGE COUNT

Final 7 FROM Dec 85 TO Jan 87 March 1987 1216. SUPPLEMENTARY NOTATION

*RADC Authors

17. COSATI CODES 18. SUBJECT TERMS (Continue on reverse if necessary and identify by block number)FIELD GROUP SUB-GROUP 'Programmable Logic Arrays (PLA)

1j 07 Signal Processing Architectures

09 01 Read-Only Memory (ROM)19. ABSTRACT (Continue on reverse if necessary and identify by block number)A multi-decoder design for PLA devices is introduced and found to be superior to bothtwo decoder ROM and single decoder PLA devices in implementing a special class of Booleanexpressions. In this class the logic expressions may be lengthy but are restricted inthe number of input variables comprising each p-term. A theoretical analysis of the areaefficiency of the new design is supplemented by CAD design examples which verify itssuperiority. Implementation of the multi-decoder design using three dimensional micro-circuit topography to attain even greater savings in area and speed is considered in

the conclusion of this report.

20. DISTRIBUTION /AVAILABILITY OF ABSTRACT 21. ABSTRACT SECURITY CLASSIFICATION0 UNCLASSIFIED/UNLIMITED [) SAME AS RPT C1 DTIC USERS UNCLASSIFIED

22a. NAME OF RESPONSIBLE INDIVIDUAL 22b TELEPHONE (Include Area Code) 22c OFFICE SYMBOLMatthew R. Vitallo (315) 330-3226 1 RADC (DCCD)

DO Form 1473, JUN 86 Previous editions are obsolete. SECURITY CLASSIFICATION OF THIS PAGEUNCLASSIFIED

% io " % ",% " . % .- _% % . ""'.°-"•. . . " . ' ' "., ". % .' ' ... ".. ' % % % e% . ' °% .*%'

Page 6: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

A NEW MULTI-DECODER PLA DESIGN

tAWl T. Faio

Department of Electrical and Computer EngineeringUniversity at Buffalo, State University of New York

Buffalo. New York _,4260

Matthew R. ,aUlaoIMark 7". ProiTobis

Rome Air Development CenterGriffiss AB NY

Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoderduced and found to be supeior to both two decoder ROE and PLA devices need not be restricted to the aforemen-ingle decode PLA device in implementing a special class of tioned cases with preprogrammed decoders. This is done

Boolean epreaoms. In this clas the logic ezpreiaus may in Section II only to establish the need and utility of suchbe ethy but are retictd in the umber of input variabl-e devices which then could be designed without prepro-compmng ech p-term. A tseoratical analysis of the are gramring the decoders to supply greater flexibility andacOiency t the new des/gn is supplemented by CAD design potential use.esmples which verify its superiority. [mplementaton of the The multi-decoder PLA design is compared to a RO.;mult-eaem- denus ng three dimensional micocircuit design by using both the simplified theoretical analysistopogrphy to attain even greater ZZViDW in area and speed is in Section II -s well as the more precise area assessmentcensidered in the conclusion of this paper. made in Section III based on actual CAD layout design

examples. The ROM design in Section I1 is based on an1. INTRODUCTION interesting approach utilizing a dual decoder architec-

A ROM device with two decoders, n inputs and I out- ture which can be viewed as a cascade of two oneputs requires an area proportional to the number of cells decoder ROMs. This design consequently lends itself foror crosspoints which total 2n2('2 - 12n. For simplicity iterative cascading of single decoder ROVs to producewe assume the two decoders are identical. The useful multi-decoder ROMs and PL.s Also. in the case of a ROM.space for data storage is of size 2n 2( /2 ) cells. If a ROM is the exact allocation of inputs to each decoder is decdedimplemented in a one decoder design. equivalent to a upon by mtmmzing a desired cost function such as totalsingle decoder PLA capable of accommodating the max- silicon area as explained in Section III The possibility ofimum number of p-terms (2n ) given n total inputs. it a multi-decoder ROM implemented with three-wculd be of size (2n - 1 )2n with an unacceptable decoder dimensional microcircuit topography having substan-area of 2n2". In addition to requiring less area. a two tially reduced propagation delay, is among the topicsdecoder design has a propagation delay proportional to recommended for further research in the conclusion..dT2ln"' while a single decoder ROM has a delay propor- Section IV.tional to 2n as an order of magnitude estimate for bothcases. Since PLA devices are usually designed with a sin- If. A MULTI-DECODER DESIGN FOR A CLASS OF PLA DEV-gle decoder, the transition to a two decoder PLA design ICESis justifiable only if a sufficiently Large number of p- In this section we consider the performance of aterms are required for the output expression(s). Nor- new class of multi-decoder PLA devices that implement amaly the decomposition to a two decoder architecture class of Boolean expressions with restricted p-terms asrequires a preconditioning of the given Boolean expres- mentioned above. These new devices are found to besions that is likely to result in the decision to utilize a more area efcient than a ROM or single decoder PTAtwo decoder ROM architecture. implementation of s'ch expressions. The following

In Section II we consider a particular class of definitions are usedexpressions in which the n inputs are partitioned into ssubsets of r inputs each and in which each subset can n = number of inoutscontribute at the most q variables to each p-term. Each I = number of outputsp-term in the final output expression may then contain s = number of subsets of inputs, each of size rup to s x q input variables. It is found that there are q = maximum contribution from each of the inputcombinations of values of q. n and s for which a two subsets to each p-termdecoder PLA. capable of implementing any expression in W = width of decoder for one decoder PTA designthe above class. is quite suoer:or to both a one decoder Wf2 = width of each decoder for a multi-decoderPLA and to a regular two decoder ROM. The new multi- PLA designdecoder PIA designs are ROM-like in the sense that the W3 = width of each decoder for a two decoder.AND arrays (the decoders) are preprogrammed. and are ROM designPTA-like tn the sense that they impiement only a res- D, = area of decoder in a one decoder PLA designtricted class of expressions. Potential appicaLions where D2 = total decoder area in a multi-decodersuch large but restricted expressions might arise PLA designinc.ude pattern recognition, knowledge based systems

v

Page 7: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

D3 = total decoder area in a two decoder ROV From (2.5). the following sufficient condition for A2 < A 3A,. A & A3 = total chip area for a one & two decoder is easy to deduce

PLA. and two decoder ROM respectively nM, M 2 & M3 = total data storage area for above three q:9 21,: + log2r)

casesend for s =2 we get

where all areas are measured in terms of number of cells q2; nor crosspolnts. 2logn

We consider irst the case of a one decoder PLA, which gets closer to an equality as n increases and qdesign. The maximum width of the decoder, which becomes small. As n ,ncreases. the ratio A2/A3corresponds to generation of the maximum number of decreases rapidly The main source of the inefficiency ofp-terms given the above restriction of having q entries the ROM impiementation for this range of values of ii isfrom each of the s input subsets, is that it contains much more memory space than is

needed for the restricted class of expressions ofinterest. For example. for s=2 and a given I and q. A2

W(2.) increases as O(n2 T) while A3 increases as 0('") So thearea of a ROM increases exponenually in n versus the

and its size is polynomial increase in the PLA implementation.

= 2 (2.2) To illustrate the performance of the proposedmulti-decoder PLAs we consider the following examples

The data storage space is ofAft = 11, (2.3) Example 1: For n=18. s =2, q =2 and I =', we derive

locations and the total device size is = 44. A2 =2.59 z :04A, = D, + M, = 12n + 1)W, (2.4) while

For an s decoder PLA design. with each decoder having W3=5".2 and A.=2.8* x _Wone of the s input subsets as its input. we get

and!(/ 22-q)! A2 /As=0.092

The total size of the s decoders is A one decoder PLA will require

D2 = s(2rWz = 2nWz = 2n/ i"L (2.6) W, =2.0z 0 and A1=7.67 :"0

and the data storage space is of size and

M2 = LW2 8 = 1Y, = M, (2.7) A2 /A, =O.033

The chip size is then

A2 = D2+M 2 = 2nW2 I-W2' (2.8) Clearly the two decoder PIA is superior to both the ROMimplementation which has more area and capability

The memory space in both the one and multi-decoder than is needed for the task at hand, and to the onePLA's are of identical size, but the size of the decoders is decoder PLA. which is too long for practical impiementa-reduced dramatically in the multi-decoder design. as is tion.apparent from the ratio,

A---= . (2.9)Example 2: Same as in Example " but with I ='0 outputs.

from which we get

A2 = (2n/ W'+) 1. f In this case we get

A, 2n+L 2n+1 A230)A 2= 2.:3z : 02

The approximate expression above likewise aplies to the A 2 /A 3 = 0 081ratio of the areas of the one and two decoder ROV's as andmentioned in the introduction, which illustrates that thenew multi-decoder PLA design achieves the same advan- A2/A, =0 22tages in comparison to a one decoder PL. for imple- where the ROM becomes more inefficient while the per-menting the class of Boolean expressions defined above formance of the one decoder PLA improves slightly as

In addition to demonstrating the superiority of the predicted by Eq (2 1:0). but still remains inferior to themulti-decoder ?LA in comparison to a one-decoder P_% two decoder designdesign. we need to consider the conditions under %ruchit compares favorably with a two-decoder ROV !or whuch Example 3. Here we let n= 21 s. g =3 and I=we have.

= 2n/2 (2 :)In this case we get

D32n2" ) :2) Az=3 :Bz :0"

M, = 12' 2 :3) and

A, =D3 * .,f,3 = Zn + :14) A2 / .-j = 3 0 ":87 42/.41= g02

Page 8: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

The same case with q =2 would have resulted in design rules. Fig. 2a depicts a two decoder PLA havingthe functional capabitv of a ROM. with 16 totai inputs

Az=8.24 z .0' and one output. The decoders are fully decoded, each

and having 8 inputs and 256 8-bit p-terms. Fig 2b depicts atwo decoder PLA also having 16 total inputs and one out-

Az/As= 0 .0 04 8. A2/AI= 0 . 02 put but with restricted input partioning (q=2) which

which illustrates the small range of values of q. As is aso results in ::2 2-bit pterms per decoder. Both designs

suggested by Eq. (2.:5) for which 'he new tecnnique is are capable of mplementing the class of expressions of

superior to regular two decoder RO." devices interest. however the ROM design has more capabidtythan is needed for the task at hand. These designs form

Example 4. For Ti =32. s =2. g =2 and I =- we obtain the basis for the following comparative analysis between2 = 6a two decoder ROM and two decoder P!A.

"6Given the two designs illustrated in Fig 2. we can

and determine precisely the silicon area Ap required to

A2 /A 1 =0.0:5 implement a two decoder PLA (s=2) with restrictedinput partitionng as defined in Section 1. Ap is then com-

reflecting the increased e :.ciency of the new approach pared to the total silicon area AR required to implementas ni increases a two decoder PLA with unrestricted ROM capabillty.

Adhering to the scalable MOSIS design rules and the

particular design shown in Fig. 2. a set of equations wereM. C DESIGN EXAMPLES & ANALYSIS emtnricaily developed to determine absolute layout

When considering the class of Boolean expressions dimensions for any size two decoder PL. The length LP

mentioned above the use of a multi-decoder PL with and width Wp of the layout are given by

restricted input partioning is the only single chip solu-tion for large n. The use of a standard single decoder n/2!

PLA to implement the class of expressions is not practi- Lp = C, 2+ C2 11-+-I MOD 2)cal because of the very long and narrow chip that would

result. A two decoder ROM would not be possible because + (3. C)of the unacceptable amount of silicon area necessitatedby large n. To demonstrate the implementation of a twodecoder PLA where the decoders (A-\D arrays) are pre- - nf/2!

programmed. two single decoder PLs are cascaded P/=Ki n + K21 (n/ 2--q)! q! 2q + Ks (3.2)

together with the outputs from one PLA input to asecond PLU1 This approach allows for several sum of pro-

ducts expressions formed from one PLA to be ANDed with whereany individual p-term generated by the decoder of 'he

second PLA The resulting expressions. also in sum of n = total number of inputs

products form. may then be ORed together in the outputOR array to form the 11nal output expression. The basic = number of variables each decoder

architecture on which the two decoder PLA design is contributes to a p-term

based is the standard PLA architecture (1.2.3) using the

"AND-OR" structure. I = total number of outputs

For implementation of the two decoder PLA design.

"NOR" structures are used for the AND and OR arrays

with two-phase nonoveriapping clocks (41. 2) and array

prechargin.g. Fig. '. depicts the schematic representa- representing the relevant parameters affecung device

tion of the two decoder PLA with PLAI being the upper area. and C1. C2. C,. Ki. K2 and K 3 are all design and

array and PLA2 being the lower array. A new input can be technology dependent constants These constants

suooiied every 0! period. GLven an input at time t=o. represent the contribution of device substructures (eg .

thedesired output is available at time tt - 211. Let us latches. pullups. various metallizations. OR and AND

consider Logic 'Sow through the PLA starting at t=". cells) to total device proportions Eqs (3 :) and ,32)

When 41 is high the AND planes are precharged and the apply only to the particular design impiemented in Fig 2

inouts from t0 are allowed to propagate into the .AND and may vary somewhat in form with even slight archi-

planes ."ND1 and .-iND2 while inputs from tt - $1 pro- tectural alterations Nornmalizing Eqs (3 ) an ',3 2) to

pagate into AND3. As fl goes low the inputs from t=o the feature size A and inserting values for constants we

are latched. When 12 goes high the product terms are obtain

evaluated (AND planes), then propagate into the OR

planes that are being precharged and are latched when r n/21$2 goes low As the next $1 goes high the OR planes are Lp 23.5 ( - + I MODZ')

evaluated by allowing the value of the sum of products q-

ex-gression to discharge the precharged OR line (the line + 646 A (3 3)

may or may not be discharged depending on the value of

the expression) and the outputs from PLAI and PLA2 are

latcned. It 'akes one more perod of 41- to ewaua te the 2,

OR 2 plane and latch the output 0UT). W. : n + ,31 [(n/2-.7)'q- 28 A 3 4)

A 'C" program was written tu automatically layout

.he two decoder Pt-A design described above. The ohysi-

cai lavout -f 'he design :s basec on the scalable 07

31

Page 9: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

where A may equal .75. 1.0 c: I.5 microns, corresponding Area efficiency comparisons can be made betweento 1.25. 2.0 or 3.0 m.cron geometries as designated by the dual decoder ROM and PLA layouts described abovethe MOSIS scalable design rules. The modulus operator by examining the .-atio Ap /AR. Table 3.1 lists several(MOD) present in Eqs. (3.1) and (3.3) simply reflects the vadues for APIAR given sample values for n. I and q. Alsoarchitectural imposition that an even number of output listed are absolute values for Ap given in terms of X

2 . For-lines must be present in the layout regardless of actual t > 16. A. was calculated using m=n/2 for comparativenumber of outputs, to maintain structural sytlmetry in purposes only, since practical implementation is impos-the output OR array. Total silicon area for the two sibie.decoder PLA architecture. Ap. is then simply the product It can be deduced from Table 3.1 that the ratioof Eqs. (3.3) and (3..) given by ,Ap/AR based on the particular design given above, coiu-

cides closeiy with the ratio A 2/A 3 derived by theoreticalAp = Lp Wp X

2 (3.5) analysis in Section i. It can also be noted that for . > 2.

either AD becomes too large for practical implementa-tion or the ratio Ap/,Ap favors usage of the two decoder

where area is expressed in teres of l. It shord be ROM. However, for ?%2. it can be concluded that the twonoted that the desig chosen here to inplement the PLA decoder PLA design implemented above provides for areatesate withinglayout boundaries, practical implementation of a particular class of logic

exoressions whereas a two decoder ROM implementationWe next employ an approach simila to that above is either impractical or less area eficient.

to determine AR. The length LR and width WR of the sli-con layout are given by

IV. CONCLUSION

LR = Ct 2m + C2(I + L MOD 2) + Cs V" In this paper we have established the need for a new

+. C, (3.6) class of multi-decoder PLA devices that are .rioer toboth ROM and single decoder PLA implementations ofcertain logic expressions that contain many p-terms but

= Kim + KL 2" +3 (3.7) satisfy certain restrictions. Such devices could havewider applicability beyond this class of expressions. Forexample, the proposed multi-decoder design could be

where used for ROM implementations employing more than twodecoders based on the design technique exemplified in

n = number of inputs entering upper Section i1. A particular ROM design using three decodersdecoder (PLA) would most likely result in some savings in total decoder

area. but more importantly, would result in even greatern total number of inputs savings if implemented in three dimensional microcir-

cuit topography. In this case the propagation delaysI= total number of outputs would be approximately proportional to 1 /32"'

/. This is

an important topic for further research that can com-bine the proposed techmues presented in this work with

It should be noted that the variable q is not considered new advances and current research in three dimensionalhere since there are no restrictions placed on the length microcirmc-t devices.of any p-term. each of which may contain up to n vari-ables in the final output expression. Once again normal-izing to A and inserting precise values for constants we ACKOIOWLDGEMENTobtain TThis author's effort Ls based in part on research

sponsored by the Air Force Office of Scienti.fcLR = :0.5(2"') + :1 (1 + i MOD 2) + 13 2 - K)

Research/AFSC. United States Air Force. under ContractNo. F30602-8"--C-0185. Task C-6-24-12. The United States

+ 648 A (3.8) Government is authorized to reproduce and distribute

reprints for governmental purposes notwithstanding any

R = 22m + 131 (2 ) +. 258 X (3.9) copyright notation hereon.

Total silicon area for this structure is then

AR 2 LR WR A (3.10) RLFXRENCES

A particular value for m can be deLermined. in which L. A. Glasser and D W Dobberpuhl, The Dengn and

minimizes AR given a particular n and . For this design Ann.Ys'Is af VLSI atrcuits. Addison-Wesley. Reading.

mn is always greater than n / 2 resulting in a fully rminm- Mass. 985

ized AR but having an unacceptabiy long rectangular sth- 2 N Weste and K Eshragtuan. Pmn ipies of C,110Scon layout. A chosen in in the range n/2 < in < in vill. VLSI DESIGN. Addison-Wesley, Reading. Mass., :985for most selected values of n and I. result in a more 3 J Allen Introductwn to VLSI Design. MIT Center forsquarish and practical silicon layout at the expense of a Advanced Engineering Study. Cambridge. Mass..slignt increase in AR provided n is not too large '98:5

N4

Page 10: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

I r

_ _ _ _ _L I

.- 2 250 6.34 X :'0 -

.6 7 3 2.7 7.04 x 1 0 7

124 1 3 '89 9.85 x 4yI PLAl NH

'24': 2 5.25 x0 -3 2.74x 10,,

2 2 6 0- 3 3.068x . .0S32' 2' 5 .83 x :0-3 3.06 x DO!-':= . , ' -

PLH2

El

Figure 2. Two decoder ROM implementation A) and Two decoder PLA implemen-tation (B).

f,5

• _, _ . .. .. •.. . " ." " " ."• ." " q . ." % " -." . ", . . . ". '.'. " =-_ %.'.- %-- %-- % o "% , " " ' .' %.% .' ' - -

Page 11: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

or. Tar-Ib

MISSIONOf

Rome Air Development CenterRAVC pzan6s and execute6 keseatch, devetopment, te~tand 6etected acqui-&ition ptogkam6 in suppo't~t o6

*Command, Con-ttof, Communiation6 and Intetezgence(C31) actvteA. Techn-icae and engineevng-supporit wiLthin atea6 o6 competence i4 p'kovided toESV Ptog.tam 066ices (POs) and o-theA' ESO etemeint-s-to pet6okrm e66ee-tive acqui~ition o6 C3 1 6ystem6.The a'teas o6 technicat competence inctudecommunication6, command and conttoZ, battPe

*management, in6okmation ptoce66ing, 6utveittanceAe~~6 inteigence da-ta cottection and handting,6 ctid 6tate 6ciene6~, etectomagneti&c, andpt'opagation, and et~ecttonic, maiLntaiLnabZZitt,and cow;patib4.Citq.

Page 12: EU hhhhI I - DTIC · Abscruct -A mult-decder design for PIA devices is intro- and artiflcial intelligence. The proposed multi-decoder duced and found to be supeior to both two decoder

D7