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P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and
Applications (IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507
503 | P a g e
DESIGN AND TESTING OF HIGH SPEED MULTIPLIERS BY USING
LINEAR FEEDBACK SHIFT REGISTER
P. BHASKAR REDDY (M.TECH)
SANTHIRAM ENGINEERING COLLEGE, NANDYALA
B. ADI NARAYANA M.TECH
(ASSOCIATE PROFESSOR, DEPT OF E.C.E) SANTHIRAM ENGINEERING COLLEGE, NANDYALA
Abstract
In today’s Integrated Circuits (IC’s)
designs Built-in Self Test (BIST) is becoming
important for the memory which is the most
necessary part of the System on Chip. BIST is a
design technique that allows a circuit to test itself.
The technique can provide shorter test time
compared to an externally applied test and allows
the use of low-cost test equipment during all stages
of production. Due to the randomness properties of
Linear Feedback Shift Registers (LFSRs), this
requires very little hardware overhead. In this
paper, structure design and optimization of a Built-
In Self-Test (BIST) design based on Linear
Feedback Shift Registers (LFSRs) are described
and different types of the Multipliers like Booth
Multipliers and Array Multipliers Architectures are
designed and tested by the using of LFSR and
Proposed Low Transition LFSR (LT LFSR).
Index Terms— LFSR, BIST, Power Dissipation,
Booth Multiplier, Array Multiplier, Test Patterns
I. INTRODUCTION
Power dissipation is a challenging problem
for today’s system-on-chips (SoCs) design and test.
In general, power dissipation of a system in test mode
is more than in normal mode [1]. This is because a
significant correlation exists between consecutive
vectors applied during the circuit’s normal mode of
operation, whereas this may not be necessarily true
for applied test vectors in the test mode. Low
correlation between consecutive test vectors (e.g.
among pseudorandom patterns) increases switching
activity and eventually power dissipation in the
circuit. The same happens when applying low
correlated patterns to scan chains .Increasing
switching activity in scan chain results in increasing
power consumption in scan chain and its
combinational block. This extra power (average or
peak) can cause problems such as instantaneous
power surge that causes circuit damage, formation of
hot spots, difficulty in performance verification and
reduction of the product yield and lifetime.
Now a day’s many circuits include on chip
structures that enable self testing known BIST. The
power dissipation during the test mode 200% more
than in normal mode. hence it is an important aspect
to optimize the power during testing. The main
sources of power dissipation in CMOS devices are
summarized by the following expression
P = 0.5.C.VDD2.f.N+QSC.VDD.f.N+Ileak.VD
(1)
Where, p denotes the total power, vdd is the
supply voltage and f is the frequency of operation.
The first term in equation (1) corresponds to the
power involved in charging and discharging circuit
nodes. C represents the node capacitance and N is the
switching activity i.e., the number of gate output
transitions per clock cycle(also known as transition
density)is the energy involved in charging or
discharging a circuit with node capacitance C and is
the average number of times per second that the node
switches. The second term in (1) represents the power
dissipation due to current flowing directly from the
supply to ground. During this period that the pull-up
and pull-down networks of the CMOS gate are both
conducting when the output switches. This current is
often called short circuit current. The factor
represents the quantity of charge carried by the short
circuit current per transition. The third term in (1) is
related to the static power dissipation due to leakage
current. The transistor source and drain diffusions in
a MOS device from parasitic diodes with bulk
regions. Reverse bias current in these diodes dissipate
power.
The low power test pattern generator
presented in [3] is based on cellular automata,
reduces the test power in combinational circuits.
Another low-power test pattern generator based on a
modified LFSR is proposed in [4]. This scheme
reduces the power in circuit under test (CUT) in
general and clock tree in particular. A low-power
BIST for data path architecture, built around
multiplier-accumulator pairs, is proposed in [5]. The
drawback is that these techniques are circuit-
dependent, implying that non-detecting subsequences
must be determined for each circuit test sequence. A
low power BIST based on state correlation analysis
proposed in [6].Modifying the LFSR, by adding
weights to tune the pseudorandom vectors for various
probabilities, decreases energy consumption and
increases fault coverage [7] [8]. A low-power random
pattern generation technique to reduce signal
activities in the scan chain is proposed in [9]. In this
technique, an LFSR generates equally probable
P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and
Applications (IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507
504 | P a g e
random patterns. The technique generates random but
highly correlated neighboring bits in the scan chain,
reducing the number of transitions and, thus, the
average power. Authors in [10] proposed a method to
select an LFSR’s seed to reduce the lowest energy
consumption using a simulated-annealing algorithm.
Test vector inhibiting techniques [11] filter out some
non-detecting subsequences of a pseudorandom test
set generated by an LFSR. These architectures apply
the minimum number of test vectors required to
attain the desired fault coverage and therefore reduce
power.
The rest of this paper is organized as
follows. Section II describes our BIST Architecture
Design with a new random pattern generator. Section
III describes the Multiplier designs architectures,
Section IV describes The Previous work of LFSR,
Section V describes implementation of the proposed
technique of low-Transition test pattern generation,
The experimental results are discussed in Section VI.
Finally, the concluding remarks are in Section VII.
II. BIST ARCHITECTURE
Built-in Self Test (BIST) is the technique of
designing additional hardware and software features
into integrated circuits to allow them to perform self-
testing, thereby reducing dependence on external
automated test equipment (ATE).
A typical BIST architecture [3] consists of
LFSR, reference circuit, Circuit under test, Multiple
input signature register (MSIR), comparator, and
BIST controller unit (BCU). The LFSR generates the
test pattern. The outputs of the LFSR are used as the
inputs to the reference circuit and CUT, which is
c432 ISCAS-85 a benchmark circuit of interrupt
controller [6].The output of the reference circuit and
CUT is driven by MISR, which efficiently map
different input streams to different signatures with
every small probability of alias. Then output of the
MISR is fed to the comparator, which is a test
response analyzer (TRA). The comparator compares
the output of reference circuit and CUT. If both the
outputs are same, this indicates no fault in the CUT.
If both the outputs are not same, this indicates fault in
the CUT. The BCU controls the execution of all the
blocks. This approach allows applying at-speed tests
and eliminates the need for an external tester.
Fig 2.1: BIST Architecture
The components of BIST architecture is
given below.
1. Test pattern generator (TPG): it generates test
patterns for CUT. It is generally a LFSR or ATPG.
2. Circuit under test (CUT): it is the circuit to be
tested. It can be either combinational, sequential or
memory.
3. Multiple input signature register(MISR): it is
designed for signature analysis, which is a technique
for data compression.
4. Test response analysis (TRA): it compares the
value of primary output with the expected output.
5. BIST control unit (BCU): it controls the test
execution and manages all the components of a BIST
circuit. And it is activated by a go/no go signal.
III. MULTIPLIER
Multipliers have large area, long latency and
consume considerable power. Reduction of power
consumption makes a device reliable. Therefore, low
power multipliers with high clock frequencies play an
important role in today’s digital signal processing.
Digital signal processing (DSP) is the technology at
the heart of the next generation of personal mobile
communication systems. Most DSP systems
incorporate a multiplication unit to implement
algorithms such as convolution and filtering.
Multiplications are basic arithmetic operations used
virtually in all applications involving digital signal
processing. Multiplication can be considered as a
series of repeated additions. Design of portable
battery operated multimedia devices requires energy
efficient multiplication circuits.
Types of Multiplier
Multipliers are classified by the format in which
words are accessed namely:
1. Serial multiplier
2. Parallel multiplier
3. Serial-parallel multiplier
1) Serial Multiplier: It uses a successive addition
algorithm .It has a simple structure because both the
operands are entered in a serial form .Therefore the
P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and
Applications (IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507
505 | P a g e
physical circuit requires minimum amount of area
and less hardware.
2) Parallel Multiplier: Most of the digital systems
incorporate a parallel multiplication unit to carry-out
high-speed operation due to the operands is entered
in parallel which consumes less time.
3) Serial-Parallel Multiplier: The serial parallel
multiplier serves as a good tradeoff between time
consuming serial multiplier and area consuming
parallel multiplier .These multipliers are used when
there is a demand for both high speed and small area.
In a device using serial-parallel multiplier, one
operand is entered serially and the other is stored in
parallel with a fixed number of bits.
A. Introduction to Array Multiplier: Each
partial product is generated by taking into account the
multiplicand and one bit of multiplier each time. The
impending addition is carried out by high-speed
carry-save algorithm and the final product is obtained
employing any fast adder – the number of partial
products depends upon the number of multiplier bits.
Fig 3.1: Array Multiplier
B. Booth Multiplier: The Fig. 3.2 shows the
booth multiplier which performs both Signed and
Unsigned operations. The main objective of
designing the booth multiplier is to perform the
partial products to reduce the delay and to increase
the speed of the circuit. In this it also reduce the area
of the chip used so the power consumption is also
reduced in this circuit. The main operation of the
booth decoder is to convert the given input to the
equivalent booth value. So it contains more number
of zeros.
The maximum delay time in the tree type
binary multiplying circuit can be determined by the
sum of a time in which partial products are formed
from the output of the booth decoder having a
multiplier provided and a multiplicand, and a time in
which the thus formed partial products are added.
Fig 3.2: Booth Multiplier for Signed and Unsigned
operation
By combining the booth decoders with the
partial product generating circuits, the partial
products of (m+1) bits should be generated from m
multiplicand.
IV. PRIOR WORK
A. Linear Feedback Shift Register (LFSR):
Linear Feedback Shift Register is a circuit consisting
of flip-flops connected in series with each other. The
output of one flip-flop is connected to the input of the
next flip flop and so on. The feedback polynomial
which is also known as the characteristic polynomial
is used to determine the feedback taps which in turn
determines the length of the random pattern
generation.
An example below in Figure 4.1 is used to
illustrate a correlation between the LFSR, its
characteristic polynomial and matrix theory. In the
circuit the feedback taps are shown to be from the
output of the 4th and 1st register.
These taps are indicative of the generator
polynomial. Using the matrix theory the companion
matrix required for relating the present to the next
state is depicted. The actual sequence of the LFSR is
represented as BT, BT2, BT3, 
.where B is the seed
vector. The determinant of the T matrix is called the
characteristic polynomial and the generator
polynomial is the inverse of the characteristic
polynomial.
The increased power consumption by the
device in the manufacturing test environment
therefore can in most cases exceed the maximum
power consumption specification of the IC resulting
in un-repairable device failures begins with a pattern
generated using a conventional LFSR causing
significant loss of yield. Earlier Techniques for
reducing the power dissipation during testing are
1. RSIC (random single input change) test
generation, which is used to generate low
power test pattern. In this method power
consumption is reduced but at the additional
cost is between 19% and 13%.
2. Another technique was proposed in [3] that
is Low transition LFSR for BIST
P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and
Applications (IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507
506 | P a g e
applications. This reduces the average and
peak power of circuit during testing.
3. In [4], a Fault model& ATPG algorithm is
chosen first, and then test patterns are
generated to achieve the desired fault
coverage.
4. F.corno et al proposed a Low power test
pattern generation for sequential circuit in
[5]. In this paper redundancy is introduced
during testing. This will reduces the power
consumption without affecting the fault
coverage.
Standard LFSR:
Fig 4.1: Standard LFSR Architecture
A Linear Feedback Shift Register (LFSR) is
a type of pseudorandom number generator. To
illustrate an LFSR operation, consider a register that
is 4 bits wide.
Start by loading it with an initial seed value.
Shift it to the right, and XOR the bit at the output of
the last flip-flop and first flip-flop. Then the output of
XOR gate is fed to the input of first flip-flop. For this
example, we'll use a seed of 0101.
0101 shifted is 1010 and a 1 fell off.
1010 shifted is 1101 and a 0 fell off.
1101 Shifted is 0110 and a 1 fell off.
1100 shifted is 0011 and a 0 fell off.
The number of values that an LFSR cycles
through before repeating is its period. LFSRs that are
maximal period cycle through 2^n-1 values before
repeating, where n is the width of the register.
In this approach, the transitions are high
which reduces the correlation between consecutive
test patterns generated by the LFSR. Reduction in
correlation increases the power dissipation during
testing, thereby increases the power consumed by
BIST.
V. PROPOSED METHOD
A. Algorithm for Low Transition LFSR (LT
LFSR) LFSR is a shift register which consists of
series of flip flops and is used to generate test
patterns for BIST externally. The initial value of
LFSR is called seed value. It poses a significant
effect on energy consumption [6]. The output that
influences the input is called tap. LFSR is represented
by a polynomial known as characteristic polynomial,
which is used to determine appropriate feedback taps.
A common clock signal is applied to the flip flops
which enable the propagation of bits from input to
output of flip flops. The correlation between the bits
can be achieved by adding more number of test
vectors which reduces the switching activity so that
the power consumption is reduced.
Fig 5.1: Proposed LT LFSR
The TPG is activated by two non-
overlapping enable signals (en1 and en2). Each
enable signal activates one half of the LFSR. In other
words, when en1en2=10, first half of the LFSR is
active and the second half is in idle mode. The
second half is active when en1en2=01. MUX selects
either the injection bit or the exact bit in the LFSR.
The proposed approach consists of two half
circuits. The algorithm steps says the functions of
both half circuits is
Step1: First half is active and second half is idle and
gives out is previous, the generating test vector is Ti.
Step2: Both halves are idle First half sent to the
output and second half’s output is sent by the
injection circuit, the generating test vector is Ti1.
Step3: Second half is active First half is in idle mode
and gives out as previous, the generating test vector
is Ti2.
Step4: Both halves are in idle mode, First half is
given by injection circuit and Second half is same as
previous, the generating test vector is Ti3.
After completing step 4 again goes to step1 for
generating test vector Ti+1.
The first level of hierarchy from top to down
includes logic circuit design for propagation either
the present or next state of flip-flop to second level of
hierarchy. Second level of hierarchy is implementing
Multiplexed (MUX) function i.e. selecting two states
to propagate to output which provides more power
reduction compared to having only one of the RI
injection and Bipartite LFSR techniques in a LFSR
due tohigh randomness of the inserted patterns.
VI. RESULTS
The Questa Sim 6.5 e Menter Graphics EDA
tool is used in which conventional and low Transition
P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and
Applications (IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507
507 | P a g e
LFSR is coded in verilog hardware description
language. The outputs of Booth Multiplier and Array
Multiplier Testing by using Low Transition LFSR is
Shown in Fig 6.1 and 6.2.and Low Transition LFSR
is Shown in Fig 6.3.
Fig 6.1: Simulation Result of Booth Multiplier
Testing Using LT LFSR
Fig 6.2: Simulation Result of Array Multiplier
Testing Using LT LFSR
Fig 6.3: Simulation Result of Low Transition
LFSR
Table 6.1: Comparison of Different types of
Multipliers by Using LT LFSR
Parameters Delay(ns)
With LT LFSR
8bit Booth Multiplier 40.002
8bit Array Multiplier 41.698
16bit Booth Multiplier 71.867
16bit Array Multiplier 78.465
32bit Booth Multiplier 125.523
32bit Array Multiplier 136.869
VII. CONCLUSION
The proposition is an attempt to invoke
research on the test pattern generator itself. The
techniques available so far have focused upon
reducing the switching activity from the test
patterns generated from the generator. Embedding
the switching activity minimizing techniques with a
power efficient test Pattern generators will be a
good step ahead.
Therefore a modification is proposed in
the conventional LFSR by embedding it with
control logic module and bit interchanging module.
This culminates into a novel architecture of the test
pattern generator (TPG). By Using the modified
TPG architecture is, We Test the High Speed
Multipliers and Calculate the Performance of The
Multipliers. The benefit of the proposed TPG is
that it can be used with any other low power
technique to have further reduction in power.
REFERENCES
[1] Kavitha , G. Seetharaman, T. N. Prabakar, and
Shrinithi. S,”Design of Low Power TPG Using
LP-LFSR” Third International Conference on
Intelligent Systems Modelling and Simulation,
pp.334 – 338,2012
[2] Saraswathi.T , Mrs.Ragini.K, Ganapathy
Reddy.Ch"A Review on Power optimization of
Linear Feedback Shift Register(LFSR) for
Low Power Built In Self Test
(BIST)“,Electronic Computer Technology
(ICECT) 3rd International conferernce,Vol.6
,pp:172-176, April 2012.
[3] Ravindra p Rajput, M. N Shanmuka Swamy.”
High Speed Modified Booth Encoder
multiplier for signed and unsigned numbers”
14thInternational Conference on Modelling
and simulation, pp: 649-654, 2012
[4] Artem Sokolov, Alodeep Sanyal, Darrell
Whitley, Yashwant Malaiya, “Dynamic Power
Minimization During Combinational Circuit
Testing as a Traveling Salesman Problem”, pp.
1088-1095,2005.
[5] Van de Goor, A.J., Gayadadjiev, G.N.,
Yarmolik, V.N., Mikitjuk, V.G.: March LR: A
Test for Realistic Linked Faults. In: 16th IEEE
VLSI ISE 9.2i Software Test Symposium, pp.
272–280 (1996)
[6] van de Goor, A.J. Testing Semiconductor
Memories: Theory and Practice. Comtex
Publishing: Gouda, Netherlands, 1998
[7] Shilesh Malliyoor1 and Chao You2
Comparison of hardware implementation and
power consumption of low-power multiple
P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and
Applications (IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507
508 | P a g e
output linear feedback shift register Journal of
Engineering, Computing & Architecture
Volume 1, Issue 1, 2007
[8] Grant, D.M.; Denyer, P.B.; , "Address
generation for array access based on modulus
m counters," Design Automation. EDAC.,
Proceedings of the European Conference on ,
vol., no., pp.118-123, 25-28 Feb 1991
[9] Sato, T. Sakuma, R. Miyamori, D. Fukaset, M.
2004. Performance analysis of wave-pipelined
LFSR IEEE International Symposium on
Communications and Information Technology,
ISCIT 2004. Vol.2 pp.694 – 699
[10] Tushar V.More, Dr.R.V.Kshirsagar, “Design
of Low Power Column Bypass Multiplier
using FPGA” IEEE journal of solid-state,
circuits, vol 31,pp 1535-1546,July 2011.
[11] Rao P.V and Cyril Prasanna Raj and S. Ravi,
“VLSI Design and Analysis of Multipliers for
Low Power”, Fifth International Conference on
Intelligent Information Hiding and Multimedia
Signal Processing, 2009.
[12] Padmanabhan Balasubramanian and Nikos E.
Mastorakis, “High Speed Gate Level
Synchronous Full Adder Designs,” WSEAS
TRANSACTIONS on CIRCUITS and
SYSTEMS Issue 2, Volume 8, pp 290-300,
February 2009.

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  • 1. P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507 503 | P a g e DESIGN AND TESTING OF HIGH SPEED MULTIPLIERS BY USING LINEAR FEEDBACK SHIFT REGISTER P. BHASKAR REDDY (M.TECH) SANTHIRAM ENGINEERING COLLEGE, NANDYALA B. ADI NARAYANA M.TECH (ASSOCIATE PROFESSOR, DEPT OF E.C.E) SANTHIRAM ENGINEERING COLLEGE, NANDYALA Abstract In today’s Integrated Circuits (IC’s) designs Built-in Self Test (BIST) is becoming important for the memory which is the most necessary part of the System on Chip. BIST is a design technique that allows a circuit to test itself. The technique can provide shorter test time compared to an externally applied test and allows the use of low-cost test equipment during all stages of production. Due to the randomness properties of Linear Feedback Shift Registers (LFSRs), this requires very little hardware overhead. In this paper, structure design and optimization of a Built- In Self-Test (BIST) design based on Linear Feedback Shift Registers (LFSRs) are described and different types of the Multipliers like Booth Multipliers and Array Multipliers Architectures are designed and tested by the using of LFSR and Proposed Low Transition LFSR (LT LFSR). Index Terms— LFSR, BIST, Power Dissipation, Booth Multiplier, Array Multiplier, Test Patterns I. INTRODUCTION Power dissipation is a challenging problem for today’s system-on-chips (SoCs) design and test. In general, power dissipation of a system in test mode is more than in normal mode [1]. This is because a significant correlation exists between consecutive vectors applied during the circuit’s normal mode of operation, whereas this may not be necessarily true for applied test vectors in the test mode. Low correlation between consecutive test vectors (e.g. among pseudorandom patterns) increases switching activity and eventually power dissipation in the circuit. The same happens when applying low correlated patterns to scan chains .Increasing switching activity in scan chain results in increasing power consumption in scan chain and its combinational block. This extra power (average or peak) can cause problems such as instantaneous power surge that causes circuit damage, formation of hot spots, difficulty in performance verification and reduction of the product yield and lifetime. Now a day’s many circuits include on chip structures that enable self testing known BIST. The power dissipation during the test mode 200% more than in normal mode. hence it is an important aspect to optimize the power during testing. The main sources of power dissipation in CMOS devices are summarized by the following expression P = 0.5.C.VDD2.f.N+QSC.VDD.f.N+Ileak.VD (1) Where, p denotes the total power, vdd is the supply voltage and f is the frequency of operation. The first term in equation (1) corresponds to the power involved in charging and discharging circuit nodes. C represents the node capacitance and N is the switching activity i.e., the number of gate output transitions per clock cycle(also known as transition density)is the energy involved in charging or discharging a circuit with node capacitance C and is the average number of times per second that the node switches. The second term in (1) represents the power dissipation due to current flowing directly from the supply to ground. During this period that the pull-up and pull-down networks of the CMOS gate are both conducting when the output switches. This current is often called short circuit current. The factor represents the quantity of charge carried by the short circuit current per transition. The third term in (1) is related to the static power dissipation due to leakage current. The transistor source and drain diffusions in a MOS device from parasitic diodes with bulk regions. Reverse bias current in these diodes dissipate power. The low power test pattern generator presented in [3] is based on cellular automata, reduces the test power in combinational circuits. Another low-power test pattern generator based on a modified LFSR is proposed in [4]. This scheme reduces the power in circuit under test (CUT) in general and clock tree in particular. A low-power BIST for data path architecture, built around multiplier-accumulator pairs, is proposed in [5]. The drawback is that these techniques are circuit- dependent, implying that non-detecting subsequences must be determined for each circuit test sequence. A low power BIST based on state correlation analysis proposed in [6].Modifying the LFSR, by adding weights to tune the pseudorandom vectors for various probabilities, decreases energy consumption and increases fault coverage [7] [8]. A low-power random pattern generation technique to reduce signal activities in the scan chain is proposed in [9]. In this technique, an LFSR generates equally probable
  • 2. P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507 504 | P a g e random patterns. The technique generates random but highly correlated neighboring bits in the scan chain, reducing the number of transitions and, thus, the average power. Authors in [10] proposed a method to select an LFSR’s seed to reduce the lowest energy consumption using a simulated-annealing algorithm. Test vector inhibiting techniques [11] filter out some non-detecting subsequences of a pseudorandom test set generated by an LFSR. These architectures apply the minimum number of test vectors required to attain the desired fault coverage and therefore reduce power. The rest of this paper is organized as follows. Section II describes our BIST Architecture Design with a new random pattern generator. Section III describes the Multiplier designs architectures, Section IV describes The Previous work of LFSR, Section V describes implementation of the proposed technique of low-Transition test pattern generation, The experimental results are discussed in Section VI. Finally, the concluding remarks are in Section VII. II. BIST ARCHITECTURE Built-in Self Test (BIST) is the technique of designing additional hardware and software features into integrated circuits to allow them to perform self- testing, thereby reducing dependence on external automated test equipment (ATE). A typical BIST architecture [3] consists of LFSR, reference circuit, Circuit under test, Multiple input signature register (MSIR), comparator, and BIST controller unit (BCU). The LFSR generates the test pattern. The outputs of the LFSR are used as the inputs to the reference circuit and CUT, which is c432 ISCAS-85 a benchmark circuit of interrupt controller [6].The output of the reference circuit and CUT is driven by MISR, which efficiently map different input streams to different signatures with every small probability of alias. Then output of the MISR is fed to the comparator, which is a test response analyzer (TRA). The comparator compares the output of reference circuit and CUT. If both the outputs are same, this indicates no fault in the CUT. If both the outputs are not same, this indicates fault in the CUT. The BCU controls the execution of all the blocks. This approach allows applying at-speed tests and eliminates the need for an external tester. Fig 2.1: BIST Architecture The components of BIST architecture is given below. 1. Test pattern generator (TPG): it generates test patterns for CUT. It is generally a LFSR or ATPG. 2. Circuit under test (CUT): it is the circuit to be tested. It can be either combinational, sequential or memory. 3. Multiple input signature register(MISR): it is designed for signature analysis, which is a technique for data compression. 4. Test response analysis (TRA): it compares the value of primary output with the expected output. 5. BIST control unit (BCU): it controls the test execution and manages all the components of a BIST circuit. And it is activated by a go/no go signal. III. MULTIPLIER Multipliers have large area, long latency and consume considerable power. Reduction of power consumption makes a device reliable. Therefore, low power multipliers with high clock frequencies play an important role in today’s digital signal processing. Digital signal processing (DSP) is the technology at the heart of the next generation of personal mobile communication systems. Most DSP systems incorporate a multiplication unit to implement algorithms such as convolution and filtering. Multiplications are basic arithmetic operations used virtually in all applications involving digital signal processing. Multiplication can be considered as a series of repeated additions. Design of portable battery operated multimedia devices requires energy efficient multiplication circuits. Types of Multiplier Multipliers are classified by the format in which words are accessed namely: 1. Serial multiplier 2. Parallel multiplier 3. Serial-parallel multiplier 1) Serial Multiplier: It uses a successive addition algorithm .It has a simple structure because both the operands are entered in a serial form .Therefore the
  • 3. P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507 505 | P a g e physical circuit requires minimum amount of area and less hardware. 2) Parallel Multiplier: Most of the digital systems incorporate a parallel multiplication unit to carry-out high-speed operation due to the operands is entered in parallel which consumes less time. 3) Serial-Parallel Multiplier: The serial parallel multiplier serves as a good tradeoff between time consuming serial multiplier and area consuming parallel multiplier .These multipliers are used when there is a demand for both high speed and small area. In a device using serial-parallel multiplier, one operand is entered serially and the other is stored in parallel with a fixed number of bits. A. Introduction to Array Multiplier: Each partial product is generated by taking into account the multiplicand and one bit of multiplier each time. The impending addition is carried out by high-speed carry-save algorithm and the final product is obtained employing any fast adder – the number of partial products depends upon the number of multiplier bits. Fig 3.1: Array Multiplier B. Booth Multiplier: The Fig. 3.2 shows the booth multiplier which performs both Signed and Unsigned operations. The main objective of designing the booth multiplier is to perform the partial products to reduce the delay and to increase the speed of the circuit. In this it also reduce the area of the chip used so the power consumption is also reduced in this circuit. The main operation of the booth decoder is to convert the given input to the equivalent booth value. So it contains more number of zeros. The maximum delay time in the tree type binary multiplying circuit can be determined by the sum of a time in which partial products are formed from the output of the booth decoder having a multiplier provided and a multiplicand, and a time in which the thus formed partial products are added. Fig 3.2: Booth Multiplier for Signed and Unsigned operation By combining the booth decoders with the partial product generating circuits, the partial products of (m+1) bits should be generated from m multiplicand. IV. PRIOR WORK A. Linear Feedback Shift Register (LFSR): Linear Feedback Shift Register is a circuit consisting of flip-flops connected in series with each other. The output of one flip-flop is connected to the input of the next flip flop and so on. The feedback polynomial which is also known as the characteristic polynomial is used to determine the feedback taps which in turn determines the length of the random pattern generation. An example below in Figure 4.1 is used to illustrate a correlation between the LFSR, its characteristic polynomial and matrix theory. In the circuit the feedback taps are shown to be from the output of the 4th and 1st register. These taps are indicative of the generator polynomial. Using the matrix theory the companion matrix required for relating the present to the next state is depicted. The actual sequence of the LFSR is represented as BT, BT2, BT3, 
.where B is the seed vector. The determinant of the T matrix is called the characteristic polynomial and the generator polynomial is the inverse of the characteristic polynomial. The increased power consumption by the device in the manufacturing test environment therefore can in most cases exceed the maximum power consumption specification of the IC resulting in un-repairable device failures begins with a pattern generated using a conventional LFSR causing significant loss of yield. Earlier Techniques for reducing the power dissipation during testing are 1. RSIC (random single input change) test generation, which is used to generate low power test pattern. In this method power consumption is reduced but at the additional cost is between 19% and 13%. 2. Another technique was proposed in [3] that is Low transition LFSR for BIST
  • 4. P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507 506 | P a g e applications. This reduces the average and peak power of circuit during testing. 3. In [4], a Fault model& ATPG algorithm is chosen first, and then test patterns are generated to achieve the desired fault coverage. 4. F.corno et al proposed a Low power test pattern generation for sequential circuit in [5]. In this paper redundancy is introduced during testing. This will reduces the power consumption without affecting the fault coverage. Standard LFSR: Fig 4.1: Standard LFSR Architecture A Linear Feedback Shift Register (LFSR) is a type of pseudorandom number generator. To illustrate an LFSR operation, consider a register that is 4 bits wide. Start by loading it with an initial seed value. Shift it to the right, and XOR the bit at the output of the last flip-flop and first flip-flop. Then the output of XOR gate is fed to the input of first flip-flop. For this example, we'll use a seed of 0101. 0101 shifted is 1010 and a 1 fell off. 1010 shifted is 1101 and a 0 fell off. 1101 Shifted is 0110 and a 1 fell off. 1100 shifted is 0011 and a 0 fell off. The number of values that an LFSR cycles through before repeating is its period. LFSRs that are maximal period cycle through 2^n-1 values before repeating, where n is the width of the register. In this approach, the transitions are high which reduces the correlation between consecutive test patterns generated by the LFSR. Reduction in correlation increases the power dissipation during testing, thereby increases the power consumed by BIST. V. PROPOSED METHOD A. Algorithm for Low Transition LFSR (LT LFSR) LFSR is a shift register which consists of series of flip flops and is used to generate test patterns for BIST externally. The initial value of LFSR is called seed value. It poses a significant effect on energy consumption [6]. The output that influences the input is called tap. LFSR is represented by a polynomial known as characteristic polynomial, which is used to determine appropriate feedback taps. A common clock signal is applied to the flip flops which enable the propagation of bits from input to output of flip flops. The correlation between the bits can be achieved by adding more number of test vectors which reduces the switching activity so that the power consumption is reduced. Fig 5.1: Proposed LT LFSR The TPG is activated by two non- overlapping enable signals (en1 and en2). Each enable signal activates one half of the LFSR. In other words, when en1en2=10, first half of the LFSR is active and the second half is in idle mode. The second half is active when en1en2=01. MUX selects either the injection bit or the exact bit in the LFSR. The proposed approach consists of two half circuits. The algorithm steps says the functions of both half circuits is Step1: First half is active and second half is idle and gives out is previous, the generating test vector is Ti. Step2: Both halves are idle First half sent to the output and second half’s output is sent by the injection circuit, the generating test vector is Ti1. Step3: Second half is active First half is in idle mode and gives out as previous, the generating test vector is Ti2. Step4: Both halves are in idle mode, First half is given by injection circuit and Second half is same as previous, the generating test vector is Ti3. After completing step 4 again goes to step1 for generating test vector Ti+1. The first level of hierarchy from top to down includes logic circuit design for propagation either the present or next state of flip-flop to second level of hierarchy. Second level of hierarchy is implementing Multiplexed (MUX) function i.e. selecting two states to propagate to output which provides more power reduction compared to having only one of the RI injection and Bipartite LFSR techniques in a LFSR due tohigh randomness of the inserted patterns. VI. RESULTS The Questa Sim 6.5 e Menter Graphics EDA tool is used in which conventional and low Transition
  • 5. P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507 507 | P a g e LFSR is coded in verilog hardware description language. The outputs of Booth Multiplier and Array Multiplier Testing by using Low Transition LFSR is Shown in Fig 6.1 and 6.2.and Low Transition LFSR is Shown in Fig 6.3. Fig 6.1: Simulation Result of Booth Multiplier Testing Using LT LFSR Fig 6.2: Simulation Result of Array Multiplier Testing Using LT LFSR Fig 6.3: Simulation Result of Low Transition LFSR Table 6.1: Comparison of Different types of Multipliers by Using LT LFSR Parameters Delay(ns) With LT LFSR 8bit Booth Multiplier 40.002 8bit Array Multiplier 41.698 16bit Booth Multiplier 71.867 16bit Array Multiplier 78.465 32bit Booth Multiplier 125.523 32bit Array Multiplier 136.869 VII. CONCLUSION The proposition is an attempt to invoke research on the test pattern generator itself. The techniques available so far have focused upon reducing the switching activity from the test patterns generated from the generator. Embedding the switching activity minimizing techniques with a power efficient test Pattern generators will be a good step ahead. Therefore a modification is proposed in the conventional LFSR by embedding it with control logic module and bit interchanging module. This culminates into a novel architecture of the test pattern generator (TPG). By Using the modified TPG architecture is, We Test the High Speed Multipliers and Calculate the Performance of The Multipliers. The benefit of the proposed TPG is that it can be used with any other low power technique to have further reduction in power. REFERENCES [1] Kavitha , G. Seetharaman, T. N. Prabakar, and Shrinithi. S,”Design of Low Power TPG Using LP-LFSR” Third International Conference on Intelligent Systems Modelling and Simulation, pp.334 – 338,2012 [2] Saraswathi.T , Mrs.Ragini.K, Ganapathy Reddy.Ch"A Review on Power optimization of Linear Feedback Shift Register(LFSR) for Low Power Built In Self Test (BIST)“,Electronic Computer Technology (ICECT) 3rd International conferernce,Vol.6 ,pp:172-176, April 2012. [3] Ravindra p Rajput, M. N Shanmuka Swamy.” High Speed Modified Booth Encoder multiplier for signed and unsigned numbers” 14thInternational Conference on Modelling and simulation, pp: 649-654, 2012 [4] Artem Sokolov, Alodeep Sanyal, Darrell Whitley, Yashwant Malaiya, “Dynamic Power Minimization During Combinational Circuit Testing as a Traveling Salesman Problem”, pp. 1088-1095,2005. [5] Van de Goor, A.J., Gayadadjiev, G.N., Yarmolik, V.N., Mikitjuk, V.G.: March LR: A Test for Realistic Linked Faults. In: 16th IEEE VLSI ISE 9.2i Software Test Symposium, pp. 272–280 (1996) [6] van de Goor, A.J. Testing Semiconductor Memories: Theory and Practice. Comtex Publishing: Gouda, Netherlands, 1998 [7] Shilesh Malliyoor1 and Chao You2 Comparison of hardware implementation and power consumption of low-power multiple
  • 6. P. Bhaskar Reddy, B. Adi Narayana / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 4, Jul-Aug 2013, pp.503-507 508 | P a g e output linear feedback shift register Journal of Engineering, Computing & Architecture Volume 1, Issue 1, 2007 [8] Grant, D.M.; Denyer, P.B.; , "Address generation for array access based on modulus m counters," Design Automation. EDAC., Proceedings of the European Conference on , vol., no., pp.118-123, 25-28 Feb 1991 [9] Sato, T. Sakuma, R. Miyamori, D. Fukaset, M. 2004. Performance analysis of wave-pipelined LFSR IEEE International Symposium on Communications and Information Technology, ISCIT 2004. Vol.2 pp.694 – 699 [10] Tushar V.More, Dr.R.V.Kshirsagar, “Design of Low Power Column Bypass Multiplier using FPGA” IEEE journal of solid-state, circuits, vol 31,pp 1535-1546,July 2011. [11] Rao P.V and Cyril Prasanna Raj and S. Ravi, “VLSI Design and Analysis of Multipliers for Low Power”, Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2009. [12] Padmanabhan Balasubramanian and Nikos E. Mastorakis, “High Speed Gate Level Synchronous Full Adder Designs,” WSEAS TRANSACTIONS on CIRCUITS and SYSTEMS Issue 2, Volume 8, pp 290-300, February 2009.