SlideShare a Scribd company logo
1 of 7
Download to read offline
N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98
www.ijera.com 92 | P a g e
Area efficient Short Bit Width Two’s Compliment Multiplier
Using CSA
N.V. Siva Rama Krishna .T #1
, K .Hari Kishore*2
, K .Vinay Kumar #3
#1
Student of VLSI Systems Research Group, Department of Electronics and Communication Engineering, K L
University, Guntur, AP-INDIA
#2
ASSOC.Professor VLSI System Research Group, Department Of Electronics and Communication
Engineering, K L University, Guntur, AP – INDIA
#3
Student of VLSI Systems Research Group, Department of Electronics and Communication Engineering, K L
University, Guntur, AP-INDIA
Abstract
Two’s complement multipliers are important for a wide range of applications. In this project, we present a
technique to reduce by one row the maximum height of the partial product array generated by a radix-4
Modified Booth Encoded multiplier, without any increase in the delay of the partial product generation stage.
The proposed method can be extended to higher radix encodings, as well as to the proposed approach using
CSA to add partial products improve the performance by reducing area and delay; the results based on a rough
theoretical analysis and on logic synthesis showed its efficiency in terms of both area and delay. And we are
implementing this on CADENCE Platform in 180 nm technology. And using clock gating technique to reduce
further delay
Key words - Modified Booth Encoding, CSA-Carry Save Adder, partial product array
I. INTRODUCTION
The MAC(Multiplier and Accumulator Unit)
is used for image processing and digital signal
processing (DSP) in a DSP processor. Algorithm of
MAC is Booth's radix-4 algorithm, wallace tree, 4:2
CSA, 64bit carry select adder and improves speed.
MIPS was implemented as micro processors and
permitted high performance pipeline implementations
through the use of their simple register oriented
instruction sets. Although those algorithms ( radix-4
algorithm, pipelining, etc ) are widely used technique
for speeding up each part, the MAC on specific
processor cannot be run at 100% efficiency.
Due to the reasons of lower speed of MAC,
MIPS instruction "mul" (multiplication) takes longer
time than any other instruction in our MIPS
processor. To improve speed of MIPS, MAC needs to
be fast and MIPS must have special algorithm for
"mul" instruction. One of the method we chose was
to design multi-clock MAC instead of one-clock
MAC which improved the speed of MIPS. In general,
the instruction set of MIPS processor includes
complex works like multiplication and floating point
operation which has multi execution stage. Therefore,
system clock of the processor was increased
efficiently.We applied 2 stage pipelining to the MAC
to MIPS processor and as a result we were able to get
the result of matrix multiplication which was used.
Booth Encoding
The Booth encoding, or Booth algorithm,
was proposed by Andrew D. Booth in 1951 This
method can be used to multiply two two’s
complement number without the sign bit extension.
The operation of Booth encoding consists of two
major steps [2]: the first one is to take one bit of the
multiplier, and then to decide whether to add the
multiplicand according to the current and previous
bits of the multiplier. This encoding scheme is serial,
which means that the different value of the 2 bits
(current and previous bits) corresponds to the
different operations. The serial encoding scheme is
usually applied in serial multipliers. The operation
procedure can be described with the following table.
00: no arithmetic operation.
01: adding the multiplicand to the left half of the
product.
10: subtracting the multiplicand from the left half
of the product.
11: no arithmetic operation.
The second step is to shift the product right one
bit.
Modified Booth Encoding
RESEARCH ARTICLE OPEN ACCESS
N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98
www.ijera.com 93 | P a g e
Fig (1): Modified Booth Encoding Process
The modified Booth encoding (MBE), or
modified Booth’s algorithm (MBA), was proposed by
O. L. Macsorley in 1961. The encoding method is
widely used to generate the partial products for
implementation of large parallel multipliers, which
adopts the parallel encoding scheme. The basic
principle for the modified Booth encoding can be
described as follows.
The bits of the multiplier are partitioned
into sub-strings by the 3 adjacent bits and each sub-
string group () corresponds to one of the value in the
set {−2, −1, 0, +1, +2}[30]. This means that the each
three adjacent bits of the multiplier can generate a
single encoding digit, which is called the modified
Booth recoding digit (di). Each MBE blocks can
work in parallel, therefore, all the partial product bits
are generated simultaneously. The parallel encoding
scheme is suitable for parallel multipliers.
Fig (2): Modified Booth encoder truth table
MODIFIED BOOTH RECODED MULTI-ER
In general, a radix-B ¼ 2b MBE leads to a
reduction of the number of rows to about dn=be
while, on the other hand, it introduces the need to
generate all the multiples of the multiplicand X, at
least from _B=2 _ X to B=2 _ X. As mentioned
above, radix-4 MBE is particularly of interest since,
for radix-4, it is easy to create the multiples of the
multiplicand 0;_X;_2X. In particular, _2X can be
simply obtained by single left shifting of the
corresponding terms _X. It is clear that the MBE can
be extended to higher radices,but the advantage of
getting a higher reduction in the number of rows is
paid for by the need to enerate more multiples of X.
In this paper, we focus our attention on radix-4 MBE,
although the proposed method can be easily extended
to any radix-B MBE.
Fig. (3). Gate-level diagram for partial product
generation using MBE
(a)MBEsignalsgeneration.(b)Partial
productgeneration.
From an operational point of view, it is well
known that the radix-4 MBE scheme consists of
scanning the multiplier operand with a three-bit
window and a stride of two bits (radix-4). For each
group of three bits (y2i+1, y2i, y2i-1), only one
partial product row is generated according to the
encoding in Fig(6) A possible implementation of the
radix-4 MBE and of the corresponding partial
product
generation is shown in Fig. (3), which comes from
a small adaptation. For each partial product row, Fig.
(3a) produces the one, two, and neg signals. These
signals are then exploited by the logic in Fig. (3b),
along with the appropriate bits of the multiplicand, in
order to generate the whole partial product array.
Other alternatives for the implementation of the
recoding and partial product generationcan be found
among others.
As introduced previously, the use of radix-4 MBE
allows for the (theoretical) reduction of the PP rows
to [n /2], with the possibility for each row to host a
multiple of yi x X, with yi Є2 {0;+1;+2}. While it is
N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98
www.ijera.com 94 | P a g e
straightforward to generate the positive terms 0, X,
and 2X at least through a left shift of X, some
attention is required to generate the terms -X and -2X
which, as observed in Table 1, can arise from three
configurations of the y2i+1, y2i, and y2i-1 bits. To
avoid computing negative encodings, i.e., -X and -
2X, the two’s complement of the multiplicand is
generally used. From a mathematical point of view,
the use of two’s complement
requires extension of the sign to the leftmost part
of each partial product row, with the consequence of
an extra area overhead. Thus, a number of strategies
for preventing sign extension have been developed.
For instance, the scheme in [1] relies on the
observation that -pp = pp + 1 ¼=pp -1 -2 + 4. The
array resulting from the application of the sign
extension prevention technique to the partial product
array of a 8 x8 MBE multiplier is shown in Fig. 4.
The use of two’s complement requires a neg signal
(e.g., neg0, neg1, neg2, and neg3 in Fig. 4) to be
added in the LSB position of each partial product row
for generating the two’s complement, as needed.
Thus, although for a n xn multiplier, only [n/2] partial
products are generated, the maximum height of the
partial product array is [n/ 2]+ 1.
Fi
g (4) :Application of the sign extension prevention
measure on the partial product array of a 8 x 8 radix-
4 MBE multiplier.
Fig (5): Two’s complement computation (n =8)
The case of nxn square multipliers is quite
common, as the case of n that is a power of two.
Thus, we start by focusing our attention on square
multipliers, and then present the extension to the
general case of m x n rectangular multipliers.
The proposed approach is general and, for the sake
of clarity, will be explained through the practical case
of 8 x 8 multiplication (as in the previous figures). As
briefly outlined in the previous sections, the main
goal of our approach is to produce a partial product
array with a maximum height of [n/2] rows, without
introducing any additional delay. Let us consider, as
the starting point, the form of the simplified array as
reported in Fig. 4, for all the partial product rows
except the first one. the first row is temporarily
considered as being split into two subrows, the first
one containing the partial product bits from right to
left) from pp00 to pp80 and the second one with two
bits set at “one” in positions 9 and 8. Then, the bit
neg3 related to the fourth partial product row, is
moved to become a part of the second subrow.
N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98
www.ijera.com 95 | P a g e
Fig. (6).Gate-level diagram for the generation of
two’s complement partial product rows
(a) 3-5 decoder. (b) 4-1 multiplexer
.
Fig. (7). Partial product array by applying the
two’s complement computation method in to the last
row.
The key point of this “graphical” transformation is
that the second subrow containing also the bit neg3,
can now be easily added to the first subrow, with a
constant short carry propagation of three positions
(further denoted as “3-bits addition”), a value which
is easily shown to be general, i.e., independent of the
length of the operands, for square multipliers. In fact,
with reference to the notation of Fig.(10), we have
that qq90 qq90 qq80 qq70 qq60 = 0 0 pp80 pp70
pp60 + 0 1 1 0 neg3. As introduced above, due to the
particular value of the second operand, i.e., 0 1 1 0
neg3, in , we have observed that it requires a carry
propagation only across the least-significant three
positions, a fact that can also be seen by
theimplementation shown in Fig. (9).
It is worth observing that, in order not to
have delay penalizations, it is necessary that the
generation of the other rows is done in parallel with
the generation of the first row cascaded by the
computation of the bits qq90 qq90 qq80 qq70 qq60 in
Fig. (8b). In order to achieve this, we must simplify
and differentiate the generation of the first row with
respect to the other rows. We observe that the Booth
recoding for the first row is computed more easily
than for
the other rows, because the y_1 bit used by the
MBE is always equal to zero. In order to have a
preliminary .
. Fig (8): Partial product array after adding the
last neg bit to the first row. (a) Basic idea. (b)
Resulting array.
Fig. (9): Gate-level diagram of the proposed
method for adding the last neg bit in the first row.
In order to have a preliminary analysis which is
possibly independent of technological details, we
refer to the circuits in the following figures:
 Fig. (3), slightly adapted for the partial
product generation using MBE;
 Fig.(9), obtained through manual synthesis
(aimed at modularity and area reduction
without compromising the delay), for the
addition of the last neg bit to the three most
significant bits of the first row;
 Fig.(10), obtained by simplifying Fig. 1
(since, in the first row, it is y2i-1 = 0), for
the partial product generation of the first
row only using MBE; and
N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98
www.ijera.com 96 | P a g e
 Fig.(11), obtained through manual synthesis of a
combination of the two parts of Fig. (10) and aimed
at decreasing the delay of Fig.(10) with no or very
small area increase, for the partial product generation
of the first row only using MBE.
In particular, we observe that, by direct
comparison of Figs. (5) and (12), the generation of
the MBE signals for the first row is simpler, and
theoretically allows for the saving of the delay of
oneNAND3gate. In addition, the implementation in
Fig. (13) has a delay that is smaller than the two parts
of Fig. (12), although it could require a small amount
of additional area. As we see in the following, this
issue hardly has any significant impact on the overall
design, since this extra hardware is used only for the
three most significant bits of the first row, and not for
all the other bits of the array.
Fig. (10): Gate-level diagram for first row partial
product generation.
(a)MBE signals generation. (b) Partial product
generation.
Fig. (11): Combined MBE signals and partial
product generation for the firstrow (improved for
speed).
The high-level description of our idea is as follows:
1. generation of the three most significant bit
weights of the first row, plus addition of the
last neg bit:possible implementations can
use a replication of three times the circuit of
Fig. 13 (each for the three most significant
bits of the first row), cascaded by the circuit
of Fig. (11) to add the neg signal;
2. parallel generation of the other bits of the
first row: possible implementations can use
instances of the circuitry depicted in Fig.
(12), for each bit of the first row, except for
the three most significant;
3. parallel generation of the bits of the other
rows: possible implementations can use the
circuitry of Fig.(5), replicated for each bit
of the other rows. All items 1 to 3 are
independent, and therefore can be executed
in parallel. Clearly if, as assumed and
expected, item 1 is not the bottleneck (i.e.,
the critical path), then the implementation of
the proposed idea has reached the goal of
not introducing time penalties.
VERIFICATION AND RESULTS
Fig (12): multiplier using ripple carry
adder (existing ) according to fig3(a)
and fig3(b)
N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98
www.ijera.com 97 | P a g e
Fig (13) : multiplier using carry save adder
Here when we are using carry save adder instead
of ripple carry adder, we are observed that the delay
is further reducing, and also we are observed that the
total area occupied is less when we are using carry
save adder instead of ripple carry adder
Fig (14) : proposed multiplier using ripple carry
adder
Fig (15): proposed multiplier using carry save
adder
Here we are observed that in the proposed model of
the multiplier using carry save adder instead of ripple
carry adder we can able to to reduced the delay area
and power.
These all calculations are tabulated as follows
Fig (16) : Final comparison
From the above table we can concluded that our
proposed model is having less delay, occupied less
space and also consuming less power , and we can
further observed that by using carry save adder
instead of ripple carry adder the overall performance
is further increased. All this calculations are done
using CADENCE tool
LAYOUT OF THE PROPOSED MULTIPLIER
N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98
www.ijera.com 98 | P a g e
Fig (17): Final Layout
CONCLUSION
Two’s complement n x n multipliers using
radix-4 Modified Booth Encoding produce [n/2]
partial products but due to the sign handling, the
partial product array has a maximum height of [n /2]+
1. We presented a scheme that produces a partial
product array with a maximum height of [n/2],
without introducing any extra delay in the partial
product generation stage. In the existing scheme
normal ripple carry adder is used to add partial
products but the delay and area is increased so by
introducing the proposed scheme as carry save adder
to add partial products then we can observe the
reduced delay and area as well as performance will
be improved. All these calucations and observations
are done in CADANCE platform. And also we are
used Clock Gating technique.
REFERENCE
[1] M.D. Ercegovac and T. Lang, Digital
Arithmetic. Morgan Kaufmann Publishers,
200
[2] S.K. Hsu, S.K. Mathew, M.A. Anders, B.R.
Zeydel, V.G. Oklobdzija, R.K.
Krishnamurthy, and S.Y. Borkar, “A
110GOPS/ W 16-Bit Multiplier and
Reconfigurable PLA Loop in 90-nm CMOS,”
IEEE J. Solid State Circuits, vol. 41, no. 1,
pp. 256-264, Jan. 2006.
[3] H. Kaul, M.A. Anders, S.K. Mathew, S.K.
Hsu, A. Agarwal, R.K. Krishnamurthy, and
S. Borkar, “A 300 mV 494GOPS/W
Reconfigurable Dual-Supply 4-Way SIMD
Vector Processing Accelerator in 45 nm
CMOS,” IEEE J. Solid State Circuits, vol. 45,
no. 1, pp. 95- 101, Jan. 2010.
[4] M.S. Schmookler, M. Putrino, A. Mather, J.
Tyler, H.V. Nguyen, C. Roth, M. Sharma,
M.N. Pham, and J. Lent, “A Low-Power,
High- Speed Implementation of a PowerPC
Microprocessor Vector Extension,” Proc.
14th IEEE Symp. Computer Arithmetic, pp.
12-19, 1999.
[5] O.L. MacSorley, “High Speed Arithmetic in
Binary Computers,” Proc. IRE, vol. 49, pp.
67-91, Jan. 1961.
[6] L. Dadda, “Some Schemes for Parallel
Multipliers,” Alta Frequenza, vol. 34, pp.
349-356, May 1965.
[7] C.S. Wallace, “A Suggestion for a Fast
Multiplier,” IEEE Trans. Electronic
Computers, vol. EC-13, no. 1, pp. 14-17, Feb.
1964.
[8] D.E. Shaw, “Anton: A Specialized Machine
for Millisecond-Scale Molecular Dynamics
Simulations of Proteins,” Proc. 19th IEEE
Symp. Computer Arithmetic, p. 3, 2009.
[9] J.-Y. Kang and J.-L. Gaudiot, “A Simple
High-Speed Multiplier Design,” IEEE Trans.
Computers, vol. 55, no. 10, pp. 1253-1258,
Oct. 2006.
[10] J.-Y. Kang and J.-L. Gaudiot, “A Fast and
Well-Structured Multiplier,” Proc. Euromicro
Symp. Digital System Design, pp. 508- 515,
Sept. 2004.

More Related Content

What's hot

Design and implementation of high speed baugh wooley and modified booth multi...
Design and implementation of high speed baugh wooley and modified booth multi...Design and implementation of high speed baugh wooley and modified booth multi...
Design and implementation of high speed baugh wooley and modified booth multi...eSAT Publishing House
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
Design of a Novel Multiplier and Accumulator using Modified Booth Algorithm w...
Design of a Novel Multiplier and Accumulator using Modified Booth Algorithm w...Design of a Novel Multiplier and Accumulator using Modified Booth Algorithm w...
Design of a Novel Multiplier and Accumulator using Modified Booth Algorithm w...IRJET Journal
 
Fast Multiplier for FIR Filters
Fast Multiplier for FIR FiltersFast Multiplier for FIR Filters
Fast Multiplier for FIR FiltersIJSTA
 
High Performance Baugh Wooley Multiplier Using Carry Skip Adder Structure
High Performance Baugh Wooley Multiplier Using Carry Skip Adder StructureHigh Performance Baugh Wooley Multiplier Using Carry Skip Adder Structure
High Performance Baugh Wooley Multiplier Using Carry Skip Adder StructureIRJET Journal
 
IRJET- Implementation of FIR Filter using Self Tested 2n-2k-1 Modulo Adder
IRJET- Implementation of FIR Filter using Self Tested 2n-2k-1 Modulo AdderIRJET- Implementation of FIR Filter using Self Tested 2n-2k-1 Modulo Adder
IRJET- Implementation of FIR Filter using Self Tested 2n-2k-1 Modulo AdderIRJET Journal
 
High Performance MAC Unit for FFT Implementation
High Performance MAC Unit for FFT Implementation High Performance MAC Unit for FFT Implementation
High Performance MAC Unit for FFT Implementation IJMER
 
Modified approximate 8-point multiplier less DCT like transform
Modified approximate 8-point multiplier less DCT like transformModified approximate 8-point multiplier less DCT like transform
Modified approximate 8-point multiplier less DCT like transformIJERA Editor
 
Iceei2011 marisa br_fajar_intan_kuspriyanto revision 1
Iceei2011 marisa br_fajar_intan_kuspriyanto revision 1Iceei2011 marisa br_fajar_intan_kuspriyanto revision 1
Iceei2011 marisa br_fajar_intan_kuspriyanto revision 1Marisa Paryasto
 
A Pipelined Fused Processing Unit for DSP Applications
A Pipelined Fused Processing Unit for DSP ApplicationsA Pipelined Fused Processing Unit for DSP Applications
A Pipelined Fused Processing Unit for DSP Applicationsijiert bestjournal
 
A High Speed Wallace Tree Multiplier Using Modified Booth Algorithm for Fast ...
A High Speed Wallace Tree Multiplier Using Modified Booth Algorithm for Fast ...A High Speed Wallace Tree Multiplier Using Modified Booth Algorithm for Fast ...
A High Speed Wallace Tree Multiplier Using Modified Booth Algorithm for Fast ...Kumar Goud
 
High Speed radix256 algorithm using parallel prefix adder
High Speed radix256 algorithm using parallel prefix adderHigh Speed radix256 algorithm using parallel prefix adder
High Speed radix256 algorithm using parallel prefix adderIJMER
 
Compressor based approximate multiplier architectures for media processing ap...
Compressor based approximate multiplier architectures for media processing ap...Compressor based approximate multiplier architectures for media processing ap...
Compressor based approximate multiplier architectures for media processing ap...IJECEIAES
 
FPGA-Based Multi-Level Approximate Multipliers for High-Performance Error-Res...
FPGA-Based Multi-Level Approximate Multipliers for High-Performance Error-Res...FPGA-Based Multi-Level Approximate Multipliers for High-Performance Error-Res...
FPGA-Based Multi-Level Approximate Multipliers for High-Performance Error-Res...AishwaryaRavishankar8
 
HSI Classification: Analysis
HSI Classification: AnalysisHSI Classification: Analysis
HSI Classification: AnalysisIRJET Journal
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)ijceronline
 

What's hot (19)

Design and implementation of high speed baugh wooley and modified booth multi...
Design and implementation of high speed baugh wooley and modified booth multi...Design and implementation of high speed baugh wooley and modified booth multi...
Design and implementation of high speed baugh wooley and modified booth multi...
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
Design of a Novel Multiplier and Accumulator using Modified Booth Algorithm w...
Design of a Novel Multiplier and Accumulator using Modified Booth Algorithm w...Design of a Novel Multiplier and Accumulator using Modified Booth Algorithm w...
Design of a Novel Multiplier and Accumulator using Modified Booth Algorithm w...
 
A045030105
A045030105A045030105
A045030105
 
Fast Multiplier for FIR Filters
Fast Multiplier for FIR FiltersFast Multiplier for FIR Filters
Fast Multiplier for FIR Filters
 
High Performance Baugh Wooley Multiplier Using Carry Skip Adder Structure
High Performance Baugh Wooley Multiplier Using Carry Skip Adder StructureHigh Performance Baugh Wooley Multiplier Using Carry Skip Adder Structure
High Performance Baugh Wooley Multiplier Using Carry Skip Adder Structure
 
IRJET- Implementation of FIR Filter using Self Tested 2n-2k-1 Modulo Adder
IRJET- Implementation of FIR Filter using Self Tested 2n-2k-1 Modulo AdderIRJET- Implementation of FIR Filter using Self Tested 2n-2k-1 Modulo Adder
IRJET- Implementation of FIR Filter using Self Tested 2n-2k-1 Modulo Adder
 
Hz3115131516
Hz3115131516Hz3115131516
Hz3115131516
 
High Performance MAC Unit for FFT Implementation
High Performance MAC Unit for FFT Implementation High Performance MAC Unit for FFT Implementation
High Performance MAC Unit for FFT Implementation
 
Modified approximate 8-point multiplier less DCT like transform
Modified approximate 8-point multiplier less DCT like transformModified approximate 8-point multiplier less DCT like transform
Modified approximate 8-point multiplier less DCT like transform
 
Vedic multiplier
Vedic multiplierVedic multiplier
Vedic multiplier
 
Iceei2011 marisa br_fajar_intan_kuspriyanto revision 1
Iceei2011 marisa br_fajar_intan_kuspriyanto revision 1Iceei2011 marisa br_fajar_intan_kuspriyanto revision 1
Iceei2011 marisa br_fajar_intan_kuspriyanto revision 1
 
A Pipelined Fused Processing Unit for DSP Applications
A Pipelined Fused Processing Unit for DSP ApplicationsA Pipelined Fused Processing Unit for DSP Applications
A Pipelined Fused Processing Unit for DSP Applications
 
A High Speed Wallace Tree Multiplier Using Modified Booth Algorithm for Fast ...
A High Speed Wallace Tree Multiplier Using Modified Booth Algorithm for Fast ...A High Speed Wallace Tree Multiplier Using Modified Booth Algorithm for Fast ...
A High Speed Wallace Tree Multiplier Using Modified Booth Algorithm for Fast ...
 
High Speed radix256 algorithm using parallel prefix adder
High Speed radix256 algorithm using parallel prefix adderHigh Speed radix256 algorithm using parallel prefix adder
High Speed radix256 algorithm using parallel prefix adder
 
Compressor based approximate multiplier architectures for media processing ap...
Compressor based approximate multiplier architectures for media processing ap...Compressor based approximate multiplier architectures for media processing ap...
Compressor based approximate multiplier architectures for media processing ap...
 
FPGA-Based Multi-Level Approximate Multipliers for High-Performance Error-Res...
FPGA-Based Multi-Level Approximate Multipliers for High-Performance Error-Res...FPGA-Based Multi-Level Approximate Multipliers for High-Performance Error-Res...
FPGA-Based Multi-Level Approximate Multipliers for High-Performance Error-Res...
 
HSI Classification: Analysis
HSI Classification: AnalysisHSI Classification: Analysis
HSI Classification: Analysis
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)
 

Viewers also liked

Kansantalouden koko kuva
Kansantalouden koko kuvaKansantalouden koko kuva
Kansantalouden koko kuvateppoeskelinen
 
Exponer el conocimiento metodología pacie l rosales delgado
Exponer el conocimiento metodología pacie l rosales delgadoExponer el conocimiento metodología pacie l rosales delgado
Exponer el conocimiento metodología pacie l rosales delgadoluisrosales
 
Quem sou eu! Video 2 - Os meus sonhos
Quem sou eu! Video 2 - Os meus sonhosQuem sou eu! Video 2 - Os meus sonhos
Quem sou eu! Video 2 - Os meus sonhosFabio Gouveia
 
由莫斯科搭火車到北京
由莫斯科搭火車到北京由莫斯科搭火車到北京
由莫斯科搭火車到北京Jaing Lai
 
Reunió pares 4 t maig 2012
Reunió pares 4 t maig 2012Reunió pares 4 t maig 2012
Reunió pares 4 t maig 2012CVA
 
Social, Mobile digital Viet Nam 10/2012
Social, Mobile digital Viet Nam 10/2012Social, Mobile digital Viet Nam 10/2012
Social, Mobile digital Viet Nam 10/2012Dung Tri
 
Case 4 mdm system change report - a car maker
Case 4   mdm system change report - a car makerCase 4   mdm system change report - a car maker
Case 4 mdm system change report - a car makerTeemStone Pty Ltd
 
Dimensão Pedagógica dos processos de captação e fidelização
Dimensão Pedagógica dos processos de captação e fidelizaçãoDimensão Pedagógica dos processos de captação e fidelização
Dimensão Pedagógica dos processos de captação e fidelizaçãoMC Consultores Associados
 
Ne islam message sheha
Ne islam message shehaNe islam message sheha
Ne islam message shehaLoveofpeople
 
Smau Roma 2012 Mob App Camp put social in your app
Smau Roma 2012 Mob App Camp put social in your appSmau Roma 2012 Mob App Camp put social in your app
Smau Roma 2012 Mob App Camp put social in your appSMAU
 
Presentation1
Presentation1Presentation1
Presentation1astuto69
 
2010-2011 D-Lab Brazil introduction
2010-2011 D-Lab Brazil introduction2010-2011 D-Lab Brazil introduction
2010-2011 D-Lab Brazil introductionLeo Burd
 

Viewers also liked (20)

Kansantalouden koko kuva
Kansantalouden koko kuvaKansantalouden koko kuva
Kansantalouden koko kuva
 
Crtl V Crtl C
Crtl V Crtl CCrtl V Crtl C
Crtl V Crtl C
 
M045077578
M045077578M045077578
M045077578
 
Exponer el conocimiento metodología pacie l rosales delgado
Exponer el conocimiento metodología pacie l rosales delgadoExponer el conocimiento metodología pacie l rosales delgado
Exponer el conocimiento metodología pacie l rosales delgado
 
Quem sou eu! Video 2 - Os meus sonhos
Quem sou eu! Video 2 - Os meus sonhosQuem sou eu! Video 2 - Os meus sonhos
Quem sou eu! Video 2 - Os meus sonhos
 
由莫斯科搭火車到北京
由莫斯科搭火車到北京由莫斯科搭火車到北京
由莫斯科搭火車到北京
 
Reunió pares 4 t maig 2012
Reunió pares 4 t maig 2012Reunió pares 4 t maig 2012
Reunió pares 4 t maig 2012
 
Social, Mobile digital Viet Nam 10/2012
Social, Mobile digital Viet Nam 10/2012Social, Mobile digital Viet Nam 10/2012
Social, Mobile digital Viet Nam 10/2012
 
Case 4 mdm system change report - a car maker
Case 4   mdm system change report - a car makerCase 4   mdm system change report - a car maker
Case 4 mdm system change report - a car maker
 
224373405 laporan-kolam-mini
224373405 laporan-kolam-mini224373405 laporan-kolam-mini
224373405 laporan-kolam-mini
 
Dimensão Pedagógica dos processos de captação e fidelização
Dimensão Pedagógica dos processos de captação e fidelizaçãoDimensão Pedagógica dos processos de captação e fidelização
Dimensão Pedagógica dos processos de captação e fidelização
 
Lp hernia
Lp herniaLp hernia
Lp hernia
 
La web 2
La web 2La web 2
La web 2
 
Ne islam message sheha
Ne islam message shehaNe islam message sheha
Ne islam message sheha
 
Smau Roma 2012 Mob App Camp put social in your app
Smau Roma 2012 Mob App Camp put social in your appSmau Roma 2012 Mob App Camp put social in your app
Smau Roma 2012 Mob App Camp put social in your app
 
Presentation1
Presentation1Presentation1
Presentation1
 
S4502115119
S4502115119S4502115119
S4502115119
 
2010-2011 D-Lab Brazil introduction
2010-2011 D-Lab Brazil introduction2010-2011 D-Lab Brazil introduction
2010-2011 D-Lab Brazil introduction
 
Turismo Pavia x EXPO
Turismo Pavia x EXPOTurismo Pavia x EXPO
Turismo Pavia x EXPO
 
Catalago Trofeos 2014-2015
Catalago Trofeos 2014-2015Catalago Trofeos 2014-2015
Catalago Trofeos 2014-2015
 

Similar to Q045079298

EFFICIENT IMPLEMENTATION OF 16-BIT MULTIPLIER-ACCUMULATOR USING RADIX-2 MODIF...
EFFICIENT IMPLEMENTATION OF 16-BIT MULTIPLIER-ACCUMULATOR USING RADIX-2 MODIF...EFFICIENT IMPLEMENTATION OF 16-BIT MULTIPLIER-ACCUMULATOR USING RADIX-2 MODIF...
EFFICIENT IMPLEMENTATION OF 16-BIT MULTIPLIER-ACCUMULATOR USING RADIX-2 MODIF...VLSICS Design
 
VLSI ARCHITECTURE OF AN 8-BIT MULTIPLIER USING VEDIC MATHEMATICS IN 180NM TEC...
VLSI ARCHITECTURE OF AN 8-BIT MULTIPLIER USING VEDIC MATHEMATICS IN 180NM TEC...VLSI ARCHITECTURE OF AN 8-BIT MULTIPLIER USING VEDIC MATHEMATICS IN 180NM TEC...
VLSI ARCHITECTURE OF AN 8-BIT MULTIPLIER USING VEDIC MATHEMATICS IN 180NM TEC...P singh
 
A comprehensive study on Applications of Vedic Multipliers in signal processing
A comprehensive study on Applications of Vedic Multipliers in signal processingA comprehensive study on Applications of Vedic Multipliers in signal processing
A comprehensive study on Applications of Vedic Multipliers in signal processingIRJET Journal
 
An Area-efficient Montgomery Modular Multiplier for Cryptosystems
An Area-efficient Montgomery Modular Multiplier for CryptosystemsAn Area-efficient Montgomery Modular Multiplier for Cryptosystems
An Area-efficient Montgomery Modular Multiplier for CryptosystemsIJERA Editor
 
Implemenation of Vedic Multiplier Using Reversible Gates
Implemenation of Vedic Multiplier Using Reversible Gates Implemenation of Vedic Multiplier Using Reversible Gates
Implemenation of Vedic Multiplier Using Reversible Gates csandit
 
High-Speed and Energy-Efficient MAC Design using Vedic Multiplier and Carry S...
High-Speed and Energy-Efficient MAC Design using Vedic Multiplier and Carry S...High-Speed and Energy-Efficient MAC Design using Vedic Multiplier and Carry S...
High-Speed and Energy-Efficient MAC Design using Vedic Multiplier and Carry S...IRJET Journal
 
Pipelined Vedic multiplier with manifold adder complexity levels
Pipelined Vedic multiplier with manifold adder complexity levels Pipelined Vedic multiplier with manifold adder complexity levels
Pipelined Vedic multiplier with manifold adder complexity levels IJECEIAES
 
Design and Implementation of 8 Bit Multiplier Using M.G.D.I. Technique
Design and Implementation of 8 Bit Multiplier Using M.G.D.I. TechniqueDesign and Implementation of 8 Bit Multiplier Using M.G.D.I. Technique
Design and Implementation of 8 Bit Multiplier Using M.G.D.I. TechniqueIJMER
 
A comparative study of different multiplier designs
A comparative study of different multiplier designsA comparative study of different multiplier designs
A comparative study of different multiplier designsHoopeer Hoopeer
 
A Review of Different Methods for Booth Multiplier
A Review of Different Methods for Booth MultiplierA Review of Different Methods for Booth Multiplier
A Review of Different Methods for Booth MultiplierIJERA Editor
 
Area-Efficient VLSI Implementation for Parallel Linear-Phase FIR Digital Filt...
Area-Efficient VLSI Implementation for Parallel Linear-Phase FIR Digital Filt...Area-Efficient VLSI Implementation for Parallel Linear-Phase FIR Digital Filt...
Area-Efficient VLSI Implementation for Parallel Linear-Phase FIR Digital Filt...IOSR Journals
 
PARTIAL PRODUCT ARRAY HEIGHT REDUCTION USING RADIX-16 FOR 64-BIT BOOTH MULTI...
PARTIAL PRODUCT ARRAY HEIGHT REDUCTION USING RADIX-16 FOR 64-BIT BOOTH MULTI...PARTIAL PRODUCT ARRAY HEIGHT REDUCTION USING RADIX-16 FOR 64-BIT BOOTH MULTI...
PARTIAL PRODUCT ARRAY HEIGHT REDUCTION USING RADIX-16 FOR 64-BIT BOOTH MULTI...Hari M
 
Compare Efficiency of Different Multipliers Using Verilog Simulation & Modify...
Compare Efficiency of Different Multipliers Using Verilog Simulation & Modify...Compare Efficiency of Different Multipliers Using Verilog Simulation & Modify...
Compare Efficiency of Different Multipliers Using Verilog Simulation & Modify...IJLT EMAS
 

Similar to Q045079298 (20)

D0161926
D0161926D0161926
D0161926
 
EFFICIENT IMPLEMENTATION OF 16-BIT MULTIPLIER-ACCUMULATOR USING RADIX-2 MODIF...
EFFICIENT IMPLEMENTATION OF 16-BIT MULTIPLIER-ACCUMULATOR USING RADIX-2 MODIF...EFFICIENT IMPLEMENTATION OF 16-BIT MULTIPLIER-ACCUMULATOR USING RADIX-2 MODIF...
EFFICIENT IMPLEMENTATION OF 16-BIT MULTIPLIER-ACCUMULATOR USING RADIX-2 MODIF...
 
VLSI ARCHITECTURE OF AN 8-BIT MULTIPLIER USING VEDIC MATHEMATICS IN 180NM TEC...
VLSI ARCHITECTURE OF AN 8-BIT MULTIPLIER USING VEDIC MATHEMATICS IN 180NM TEC...VLSI ARCHITECTURE OF AN 8-BIT MULTIPLIER USING VEDIC MATHEMATICS IN 180NM TEC...
VLSI ARCHITECTURE OF AN 8-BIT MULTIPLIER USING VEDIC MATHEMATICS IN 180NM TEC...
 
Bn26425431
Bn26425431Bn26425431
Bn26425431
 
Al04605265270
Al04605265270Al04605265270
Al04605265270
 
A comprehensive study on Applications of Vedic Multipliers in signal processing
A comprehensive study on Applications of Vedic Multipliers in signal processingA comprehensive study on Applications of Vedic Multipliers in signal processing
A comprehensive study on Applications of Vedic Multipliers in signal processing
 
A045030105
A045030105A045030105
A045030105
 
An Area-efficient Montgomery Modular Multiplier for Cryptosystems
An Area-efficient Montgomery Modular Multiplier for CryptosystemsAn Area-efficient Montgomery Modular Multiplier for Cryptosystems
An Area-efficient Montgomery Modular Multiplier for Cryptosystems
 
Implemenation of Vedic Multiplier Using Reversible Gates
Implemenation of Vedic Multiplier Using Reversible Gates Implemenation of Vedic Multiplier Using Reversible Gates
Implemenation of Vedic Multiplier Using Reversible Gates
 
High-Speed and Energy-Efficient MAC Design using Vedic Multiplier and Carry S...
High-Speed and Energy-Efficient MAC Design using Vedic Multiplier and Carry S...High-Speed and Energy-Efficient MAC Design using Vedic Multiplier and Carry S...
High-Speed and Energy-Efficient MAC Design using Vedic Multiplier and Carry S...
 
Implementation of MAC using Modified Booth Algorithm
Implementation of MAC using Modified Booth AlgorithmImplementation of MAC using Modified Booth Algorithm
Implementation of MAC using Modified Booth Algorithm
 
Lo3420902093
Lo3420902093Lo3420902093
Lo3420902093
 
Pipelined Vedic multiplier with manifold adder complexity levels
Pipelined Vedic multiplier with manifold adder complexity levels Pipelined Vedic multiplier with manifold adder complexity levels
Pipelined Vedic multiplier with manifold adder complexity levels
 
Design and Implementation of 8 Bit Multiplier Using M.G.D.I. Technique
Design and Implementation of 8 Bit Multiplier Using M.G.D.I. TechniqueDesign and Implementation of 8 Bit Multiplier Using M.G.D.I. Technique
Design and Implementation of 8 Bit Multiplier Using M.G.D.I. Technique
 
A comparative study of different multiplier designs
A comparative study of different multiplier designsA comparative study of different multiplier designs
A comparative study of different multiplier designs
 
A Review of Different Methods for Booth Multiplier
A Review of Different Methods for Booth MultiplierA Review of Different Methods for Booth Multiplier
A Review of Different Methods for Booth Multiplier
 
Area-Efficient VLSI Implementation for Parallel Linear-Phase FIR Digital Filt...
Area-Efficient VLSI Implementation for Parallel Linear-Phase FIR Digital Filt...Area-Efficient VLSI Implementation for Parallel Linear-Phase FIR Digital Filt...
Area-Efficient VLSI Implementation for Parallel Linear-Phase FIR Digital Filt...
 
PARTIAL PRODUCT ARRAY HEIGHT REDUCTION USING RADIX-16 FOR 64-BIT BOOTH MULTI...
PARTIAL PRODUCT ARRAY HEIGHT REDUCTION USING RADIX-16 FOR 64-BIT BOOTH MULTI...PARTIAL PRODUCT ARRAY HEIGHT REDUCTION USING RADIX-16 FOR 64-BIT BOOTH MULTI...
PARTIAL PRODUCT ARRAY HEIGHT REDUCTION USING RADIX-16 FOR 64-BIT BOOTH MULTI...
 
Compare Efficiency of Different Multipliers Using Verilog Simulation & Modify...
Compare Efficiency of Different Multipliers Using Verilog Simulation & Modify...Compare Efficiency of Different Multipliers Using Verilog Simulation & Modify...
Compare Efficiency of Different Multipliers Using Verilog Simulation & Modify...
 
F011123134
F011123134F011123134
F011123134
 

Recently uploaded

08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetEnjoy Anytime
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsHyundai Motor Group
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 

Recently uploaded (20)

08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 

Q045079298

  • 1. N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98 www.ijera.com 92 | P a g e Area efficient Short Bit Width Two’s Compliment Multiplier Using CSA N.V. Siva Rama Krishna .T #1 , K .Hari Kishore*2 , K .Vinay Kumar #3 #1 Student of VLSI Systems Research Group, Department of Electronics and Communication Engineering, K L University, Guntur, AP-INDIA #2 ASSOC.Professor VLSI System Research Group, Department Of Electronics and Communication Engineering, K L University, Guntur, AP – INDIA #3 Student of VLSI Systems Research Group, Department of Electronics and Communication Engineering, K L University, Guntur, AP-INDIA Abstract Two’s complement multipliers are important for a wide range of applications. In this project, we present a technique to reduce by one row the maximum height of the partial product array generated by a radix-4 Modified Booth Encoded multiplier, without any increase in the delay of the partial product generation stage. The proposed method can be extended to higher radix encodings, as well as to the proposed approach using CSA to add partial products improve the performance by reducing area and delay; the results based on a rough theoretical analysis and on logic synthesis showed its efficiency in terms of both area and delay. And we are implementing this on CADENCE Platform in 180 nm technology. And using clock gating technique to reduce further delay Key words - Modified Booth Encoding, CSA-Carry Save Adder, partial product array I. INTRODUCTION The MAC(Multiplier and Accumulator Unit) is used for image processing and digital signal processing (DSP) in a DSP processor. Algorithm of MAC is Booth's radix-4 algorithm, wallace tree, 4:2 CSA, 64bit carry select adder and improves speed. MIPS was implemented as micro processors and permitted high performance pipeline implementations through the use of their simple register oriented instruction sets. Although those algorithms ( radix-4 algorithm, pipelining, etc ) are widely used technique for speeding up each part, the MAC on specific processor cannot be run at 100% efficiency. Due to the reasons of lower speed of MAC, MIPS instruction "mul" (multiplication) takes longer time than any other instruction in our MIPS processor. To improve speed of MIPS, MAC needs to be fast and MIPS must have special algorithm for "mul" instruction. One of the method we chose was to design multi-clock MAC instead of one-clock MAC which improved the speed of MIPS. In general, the instruction set of MIPS processor includes complex works like multiplication and floating point operation which has multi execution stage. Therefore, system clock of the processor was increased efficiently.We applied 2 stage pipelining to the MAC to MIPS processor and as a result we were able to get the result of matrix multiplication which was used. Booth Encoding The Booth encoding, or Booth algorithm, was proposed by Andrew D. Booth in 1951 This method can be used to multiply two two’s complement number without the sign bit extension. The operation of Booth encoding consists of two major steps [2]: the first one is to take one bit of the multiplier, and then to decide whether to add the multiplicand according to the current and previous bits of the multiplier. This encoding scheme is serial, which means that the different value of the 2 bits (current and previous bits) corresponds to the different operations. The serial encoding scheme is usually applied in serial multipliers. The operation procedure can be described with the following table. 00: no arithmetic operation. 01: adding the multiplicand to the left half of the product. 10: subtracting the multiplicand from the left half of the product. 11: no arithmetic operation. The second step is to shift the product right one bit. Modified Booth Encoding RESEARCH ARTICLE OPEN ACCESS
  • 2. N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98 www.ijera.com 93 | P a g e Fig (1): Modified Booth Encoding Process The modified Booth encoding (MBE), or modified Booth’s algorithm (MBA), was proposed by O. L. Macsorley in 1961. The encoding method is widely used to generate the partial products for implementation of large parallel multipliers, which adopts the parallel encoding scheme. The basic principle for the modified Booth encoding can be described as follows. The bits of the multiplier are partitioned into sub-strings by the 3 adjacent bits and each sub- string group () corresponds to one of the value in the set {−2, −1, 0, +1, +2}[30]. This means that the each three adjacent bits of the multiplier can generate a single encoding digit, which is called the modified Booth recoding digit (di). Each MBE blocks can work in parallel, therefore, all the partial product bits are generated simultaneously. The parallel encoding scheme is suitable for parallel multipliers. Fig (2): Modified Booth encoder truth table MODIFIED BOOTH RECODED MULTI-ER In general, a radix-B ¼ 2b MBE leads to a reduction of the number of rows to about dn=be while, on the other hand, it introduces the need to generate all the multiples of the multiplicand X, at least from _B=2 _ X to B=2 _ X. As mentioned above, radix-4 MBE is particularly of interest since, for radix-4, it is easy to create the multiples of the multiplicand 0;_X;_2X. In particular, _2X can be simply obtained by single left shifting of the corresponding terms _X. It is clear that the MBE can be extended to higher radices,but the advantage of getting a higher reduction in the number of rows is paid for by the need to enerate more multiples of X. In this paper, we focus our attention on radix-4 MBE, although the proposed method can be easily extended to any radix-B MBE. Fig. (3). Gate-level diagram for partial product generation using MBE (a)MBEsignalsgeneration.(b)Partial productgeneration. From an operational point of view, it is well known that the radix-4 MBE scheme consists of scanning the multiplier operand with a three-bit window and a stride of two bits (radix-4). For each group of three bits (y2i+1, y2i, y2i-1), only one partial product row is generated according to the encoding in Fig(6) A possible implementation of the radix-4 MBE and of the corresponding partial product generation is shown in Fig. (3), which comes from a small adaptation. For each partial product row, Fig. (3a) produces the one, two, and neg signals. These signals are then exploited by the logic in Fig. (3b), along with the appropriate bits of the multiplicand, in order to generate the whole partial product array. Other alternatives for the implementation of the recoding and partial product generationcan be found among others. As introduced previously, the use of radix-4 MBE allows for the (theoretical) reduction of the PP rows to [n /2], with the possibility for each row to host a multiple of yi x X, with yi Є2 {0;+1;+2}. While it is
  • 3. N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98 www.ijera.com 94 | P a g e straightforward to generate the positive terms 0, X, and 2X at least through a left shift of X, some attention is required to generate the terms -X and -2X which, as observed in Table 1, can arise from three configurations of the y2i+1, y2i, and y2i-1 bits. To avoid computing negative encodings, i.e., -X and - 2X, the two’s complement of the multiplicand is generally used. From a mathematical point of view, the use of two’s complement requires extension of the sign to the leftmost part of each partial product row, with the consequence of an extra area overhead. Thus, a number of strategies for preventing sign extension have been developed. For instance, the scheme in [1] relies on the observation that -pp = pp + 1 ¼=pp -1 -2 + 4. The array resulting from the application of the sign extension prevention technique to the partial product array of a 8 x8 MBE multiplier is shown in Fig. 4. The use of two’s complement requires a neg signal (e.g., neg0, neg1, neg2, and neg3 in Fig. 4) to be added in the LSB position of each partial product row for generating the two’s complement, as needed. Thus, although for a n xn multiplier, only [n/2] partial products are generated, the maximum height of the partial product array is [n/ 2]+ 1. Fi g (4) :Application of the sign extension prevention measure on the partial product array of a 8 x 8 radix- 4 MBE multiplier. Fig (5): Two’s complement computation (n =8) The case of nxn square multipliers is quite common, as the case of n that is a power of two. Thus, we start by focusing our attention on square multipliers, and then present the extension to the general case of m x n rectangular multipliers. The proposed approach is general and, for the sake of clarity, will be explained through the practical case of 8 x 8 multiplication (as in the previous figures). As briefly outlined in the previous sections, the main goal of our approach is to produce a partial product array with a maximum height of [n/2] rows, without introducing any additional delay. Let us consider, as the starting point, the form of the simplified array as reported in Fig. 4, for all the partial product rows except the first one. the first row is temporarily considered as being split into two subrows, the first one containing the partial product bits from right to left) from pp00 to pp80 and the second one with two bits set at “one” in positions 9 and 8. Then, the bit neg3 related to the fourth partial product row, is moved to become a part of the second subrow.
  • 4. N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98 www.ijera.com 95 | P a g e Fig. (6).Gate-level diagram for the generation of two’s complement partial product rows (a) 3-5 decoder. (b) 4-1 multiplexer . Fig. (7). Partial product array by applying the two’s complement computation method in to the last row. The key point of this “graphical” transformation is that the second subrow containing also the bit neg3, can now be easily added to the first subrow, with a constant short carry propagation of three positions (further denoted as “3-bits addition”), a value which is easily shown to be general, i.e., independent of the length of the operands, for square multipliers. In fact, with reference to the notation of Fig.(10), we have that qq90 qq90 qq80 qq70 qq60 = 0 0 pp80 pp70 pp60 + 0 1 1 0 neg3. As introduced above, due to the particular value of the second operand, i.e., 0 1 1 0 neg3, in , we have observed that it requires a carry propagation only across the least-significant three positions, a fact that can also be seen by theimplementation shown in Fig. (9). It is worth observing that, in order not to have delay penalizations, it is necessary that the generation of the other rows is done in parallel with the generation of the first row cascaded by the computation of the bits qq90 qq90 qq80 qq70 qq60 in Fig. (8b). In order to achieve this, we must simplify and differentiate the generation of the first row with respect to the other rows. We observe that the Booth recoding for the first row is computed more easily than for the other rows, because the y_1 bit used by the MBE is always equal to zero. In order to have a preliminary . . Fig (8): Partial product array after adding the last neg bit to the first row. (a) Basic idea. (b) Resulting array. Fig. (9): Gate-level diagram of the proposed method for adding the last neg bit in the first row. In order to have a preliminary analysis which is possibly independent of technological details, we refer to the circuits in the following figures:  Fig. (3), slightly adapted for the partial product generation using MBE;  Fig.(9), obtained through manual synthesis (aimed at modularity and area reduction without compromising the delay), for the addition of the last neg bit to the three most significant bits of the first row;  Fig.(10), obtained by simplifying Fig. 1 (since, in the first row, it is y2i-1 = 0), for the partial product generation of the first row only using MBE; and
  • 5. N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98 www.ijera.com 96 | P a g e  Fig.(11), obtained through manual synthesis of a combination of the two parts of Fig. (10) and aimed at decreasing the delay of Fig.(10) with no or very small area increase, for the partial product generation of the first row only using MBE. In particular, we observe that, by direct comparison of Figs. (5) and (12), the generation of the MBE signals for the first row is simpler, and theoretically allows for the saving of the delay of oneNAND3gate. In addition, the implementation in Fig. (13) has a delay that is smaller than the two parts of Fig. (12), although it could require a small amount of additional area. As we see in the following, this issue hardly has any significant impact on the overall design, since this extra hardware is used only for the three most significant bits of the first row, and not for all the other bits of the array. Fig. (10): Gate-level diagram for first row partial product generation. (a)MBE signals generation. (b) Partial product generation. Fig. (11): Combined MBE signals and partial product generation for the firstrow (improved for speed). The high-level description of our idea is as follows: 1. generation of the three most significant bit weights of the first row, plus addition of the last neg bit:possible implementations can use a replication of three times the circuit of Fig. 13 (each for the three most significant bits of the first row), cascaded by the circuit of Fig. (11) to add the neg signal; 2. parallel generation of the other bits of the first row: possible implementations can use instances of the circuitry depicted in Fig. (12), for each bit of the first row, except for the three most significant; 3. parallel generation of the bits of the other rows: possible implementations can use the circuitry of Fig.(5), replicated for each bit of the other rows. All items 1 to 3 are independent, and therefore can be executed in parallel. Clearly if, as assumed and expected, item 1 is not the bottleneck (i.e., the critical path), then the implementation of the proposed idea has reached the goal of not introducing time penalties. VERIFICATION AND RESULTS Fig (12): multiplier using ripple carry adder (existing ) according to fig3(a) and fig3(b)
  • 6. N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98 www.ijera.com 97 | P a g e Fig (13) : multiplier using carry save adder Here when we are using carry save adder instead of ripple carry adder, we are observed that the delay is further reducing, and also we are observed that the total area occupied is less when we are using carry save adder instead of ripple carry adder Fig (14) : proposed multiplier using ripple carry adder Fig (15): proposed multiplier using carry save adder Here we are observed that in the proposed model of the multiplier using carry save adder instead of ripple carry adder we can able to to reduced the delay area and power. These all calculations are tabulated as follows Fig (16) : Final comparison From the above table we can concluded that our proposed model is having less delay, occupied less space and also consuming less power , and we can further observed that by using carry save adder instead of ripple carry adder the overall performance is further increased. All this calculations are done using CADENCE tool LAYOUT OF THE PROPOSED MULTIPLIER
  • 7. N.V. Siva Rama Krishna .T et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 5( Version 7), May 2014, pp.92-98 www.ijera.com 98 | P a g e Fig (17): Final Layout CONCLUSION Two’s complement n x n multipliers using radix-4 Modified Booth Encoding produce [n/2] partial products but due to the sign handling, the partial product array has a maximum height of [n /2]+ 1. We presented a scheme that produces a partial product array with a maximum height of [n/2], without introducing any extra delay in the partial product generation stage. In the existing scheme normal ripple carry adder is used to add partial products but the delay and area is increased so by introducing the proposed scheme as carry save adder to add partial products then we can observe the reduced delay and area as well as performance will be improved. All these calucations and observations are done in CADANCE platform. And also we are used Clock Gating technique. REFERENCE [1] M.D. Ercegovac and T. Lang, Digital Arithmetic. Morgan Kaufmann Publishers, 200 [2] S.K. Hsu, S.K. Mathew, M.A. Anders, B.R. Zeydel, V.G. Oklobdzija, R.K. Krishnamurthy, and S.Y. Borkar, “A 110GOPS/ W 16-Bit Multiplier and Reconfigurable PLA Loop in 90-nm CMOS,” IEEE J. Solid State Circuits, vol. 41, no. 1, pp. 256-264, Jan. 2006. [3] H. Kaul, M.A. Anders, S.K. Mathew, S.K. Hsu, A. Agarwal, R.K. Krishnamurthy, and S. Borkar, “A 300 mV 494GOPS/W Reconfigurable Dual-Supply 4-Way SIMD Vector Processing Accelerator in 45 nm CMOS,” IEEE J. Solid State Circuits, vol. 45, no. 1, pp. 95- 101, Jan. 2010. [4] M.S. Schmookler, M. Putrino, A. Mather, J. Tyler, H.V. Nguyen, C. Roth, M. Sharma, M.N. Pham, and J. Lent, “A Low-Power, High- Speed Implementation of a PowerPC Microprocessor Vector Extension,” Proc. 14th IEEE Symp. Computer Arithmetic, pp. 12-19, 1999. [5] O.L. MacSorley, “High Speed Arithmetic in Binary Computers,” Proc. IRE, vol. 49, pp. 67-91, Jan. 1961. [6] L. Dadda, “Some Schemes for Parallel Multipliers,” Alta Frequenza, vol. 34, pp. 349-356, May 1965. [7] C.S. Wallace, “A Suggestion for a Fast Multiplier,” IEEE Trans. Electronic Computers, vol. EC-13, no. 1, pp. 14-17, Feb. 1964. [8] D.E. Shaw, “Anton: A Specialized Machine for Millisecond-Scale Molecular Dynamics Simulations of Proteins,” Proc. 19th IEEE Symp. Computer Arithmetic, p. 3, 2009. [9] J.-Y. Kang and J.-L. Gaudiot, “A Simple High-Speed Multiplier Design,” IEEE Trans. Computers, vol. 55, no. 10, pp. 1253-1258, Oct. 2006. [10] J.-Y. Kang and J.-L. Gaudiot, “A Fast and Well-Structured Multiplier,” Proc. Euromicro Symp. Digital System Design, pp. 508- 515, Sept. 2004.