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International Journal of Electrical and Computer Engineering (IJECE)
Vol. 8, No. 6, December 2018, pp. 4863~4870
ISSN: 2088-8708, DOI: 10.11591/ijece.v8i6.pp4863-4870  4863
Journal homepage: http://iaescore.com/journals/index.php/IJECE
Designing a Novel High Performance Four-to-Two Compressor
Cell Based on CNTFET Technology for Low Voltages
Mehdi Bagherizadeh1
, Mona Moradi2
, Mostafa Torbi3
1, 3
Department of Computer Engineering, Rafsanjan Branch, Islamic Azad University, Iran
2
Young Researcher and Elite Club, Roudehen Branch, Islamic Azad University, Iran
Article Info ABSTRACT
Article history:
Received Apr 15, 2018
Revised Jul 29, 2018
Accepted Aug 13, 2018
Compressor cell is often placed in critical path of multiplier circuits to
perform partial product summation. Therefore, it plays a significant role in
determining the entire performance of multiplier and digital system.
Respecting to the necessity of low power design for portable electronic,
designing a low power and high-performance compressors seems to be a
good solution to overcome of these problems for computations. In this paper
a novel high performance four-to-two compressor cell is proposed using
Carbon Nanotube Field Effect Transistors (CNTFETs) technology. The new
cell is based on Majority Function, NOR, and NAND gates. The main
advantage of proposed design in comparison with former cells is the ease of
obtaining CARRY output by means of Majority function. Simulations have
been done with 32nm technology node using Synopsys HSPICE software.
Simulation results confirm the priority of the proposed cell compared to other
state-of-the-art four-to-two compressor cells.
Keyword:
Carbon nanotube field effect
transistor (CNTFET)
Four-to-two compressor
High speed
Low power
Nano electronic
Nanotechnology
Copyright © 2018 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Mehdi Bagherizadeh,
Department of Computer Engineering,
Rafsanjan Branch, Islamic Azad University,
Rafsanjan, Iran.
Email: m.bagherizadeh@srbiau.ac.ir
1. INTRODUCTION
Today, in VLSI systems fast arithmetic computation structures such as multipliers and adders are
the most frequently utilized circuits [1], [2]. Multipliers are the most significant parts of arithmetic circuits
from in terms of performance and power. Digital signal processors and microprocessors rely on the effective
implementation of floating point units and common arithmetic logic units to perform dedicated algorithms
such as filtering and convolution. In many of these applications, multipliers are considered as the critical part
dictating the overall circuit performance when constrained by computation speed and power consumption.
Multipliers commonly include three sub functions: 1) partial product generation; 2) partial product
reduction; 3) final addition with carry propagating [3]. Compressor cells are generally employed in multi-
operand adders to reduce the number of operands and in multipliers. These cells are used to reduce the
number of partial products. In the design of the multiplier units the four-to-two compressors are the most
wide used modules [4]-[6].
The needs of scaling down the size of transistor in Nano ranges in current MOSFET technology
leads to some challenges such as reliability, power consumption, less control of the gate, leakage power and
high lithography costs [7]-[9]. Hence, to overcome these difficulties of nanoscale MOSFETs, new
technologies such as Single-Electron Transistor (SET), Quantum-Dot Cellular Automata, and Carbon
Nanotube Field Effect Transistor (CNTFET) have been studied in many literatures [8]. Among these
technologies CNTFET seems to be the most feasible promising successor due to its remarkable features and
its similarities with MOSFET technology[8],[10]. CNTFET technology benefit from ballistic operation and
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 8, No. 6, December 2018 : 4863 - 4870
4864
one dimensional band structure, and low OFF-current and the same mobility for both n-type CNTFET and p-
type CNTFET. This feature facilities the transistor sizing of complex circuits easier [11]. Therefore,
CNTFET can be used for designing energy efficient integrated circuits. The diameter of the CNT relies on
the chiral vector. The Chiral vector indicates the electronic characteristics and arrangement angle of carbon
atoms along CNTs. It is determined by (n1, n2) integer pair. If 1 2 3 ( )n n i i Z   , CNT is metallic,
otherwise is semiconductor [12]. The diameter of nanotubes in nanometer is computed using the equation (1):
2 2
1 2 1 20.0783CNTD n n n n   
(1)
It worth to mention that the desired threshold voltage of the CNTFET based transistors could be
adjusted based on the diameter of nanotubes which are located under the transistor gate (equation 2) [12].
3 0.43
2 3
g
t
CNT CNT
E E
V
e eD D


(2)
Where, ( 0.249 )nm  is the CNT lattice constant, E is the energy of carbon   band in the tight
bonding model, e is the electron charge, and CNTD is the diameter of nanotubes..
Compressor cells are generally employed in multi-operand adders to reduce the number of operands
and in multipliers. The four-to-two compressor compresses five partial products bits into three. This
compressor has four inputs called X1; X2; X3 and X4 and two outputs, SUM and CARRY along with a
CARRY-IN (Cin) and a CARRY-OUT (Cout). The input Cin is the output from the previous cascaded
compressor. The Cout is the output to the compressor in the next stage.
In the literature many four-to-two compressor cells have been presented previously [13]-[15]. Figure
1 shows the structure of the four-to-two compressor cell proposed in [13]. The main idea of this design
originated from truth table of the four-to-two compressor. This structure is composed of a single array of
capacitors and CNTFET-based network. In this design CNTFET with different threshold voltage are
used [11].
Figure 1. The Four-to-Two compressor structure in [10]
Int J Elec & Comp Eng ISSN: 2088-8708 
Designing a Novel High Performance Four-to-Two Compressor Cell Based on ... (Mehdi Bagherizadeh)
4865
Figure 2, exhibits the structure of the four-to-two compressor cell discussed in [14]. It consists of
seventy transistors. It has about three 2-way XOR critical path delay. This compressor is based on new
description of logical equations that describe the corresponding functionality [12].
Figure 2. The Four-to-Two compressor structure in [14]
Figure 3 demonstrates the structure of four-to-two compressor cell proposed in [15]. It consists of
seventy-two transistors. The critical path delay of this compressor equals to the delays of "one ‘NAND', two
‘2-way XORs’, one ‘2-way XNOR’" gates [13].
Figure 3. The Four-to-Two compressor structure in [15]
In this paper a new four-to-two compressor cell based on Majority Function, NOR, and NAND gates
is presented. The main advantage of proposed design in comparison with previous cells is that the COUT1
(CARRY) output obtained using Majority function.
2. RESEARCH METHOD
In this section a new design for a high performance four-to-two compressor is presented. The
proposed four-to-two compressor cell is based on the equations (3), (4), and (5). The Block diagram of the
proposed design is shown in Figure 4.
X1
X2
X3
X4
Cin
SUM
Majority
Function
COUT1
2-input
XOR
Full Adder
2-input
XOR
X4
Cin
COUT2
Figure 4. The block diagram of proposed four-to-two compressor
To obtain SUM output, one full adder and two 2-input XOR gates are employed. As mentioned the
performance of the proposed four-to-two compressor cell depends on the method that uses the
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 8, No. 6, December 2018 : 4863 - 4870
4866
implementation of the full adder, XOR, and Majority function blocks. To increase the efficiency of proposed
cell, full adder which is designed in [16] has been used. To design this full adder, the unique properties of the
CNTFET transistors are utilized. In order to produce the outputs of Majority-not, NAND, and NOR modules,
three-input capacitors networks and inverters with different thresholds are used.
1 2 3 4 5SUM X X X X X     (3)
1 [( 1 2 3), 4, )COUT Majority X X X X Cin   (4)
2 ( 1, 2, 3)COUT Majority X X X (5)
To produce the 2-input XOR function, 6 transistors in symmetric manner are used. Figure 5 displays
the 2-inputs XOR gate that employs Cin and X4 signals as input signals to generate the SUM signal.
Figure 5. 1st proposed 2-inputs XOR gate
Figure 6 shows the 2-inputs XOR gate that hires S (equation 6) and Cin⨁X4 signals as input signals
to generate the SUM signal.
S = X1⨁X2⨁X3 (6)
Figure 6. 2nd proposed 2-inputs XOR gate
The Cout2 output is based on Majority of X1, X2, and X3 inputs. This signal is employed as one of
the elements required to produce the SUM signal. This method makes the proposed four-to-two structure
more efficient.
In the proposed design, unlike the previous four-to-two compressor structures, the Cout1 output is
obtained easily using one Majority function. The transistor level implementation of the proposed cell is
shown in Figure 7. As it is shown the S node and one 3-inputs XOR function, are used for both SUM and
Cout1 outputs. It makes the proposed design more effective.
Int J Elec & Comp Eng ISSN: 2088-8708 
Designing a Novel High Performance Four-to-Two Compressor Cell Based on ... (Mehdi Bagherizadeh)
4867
Figure 7. The schematic of the proposed four-to-two compressor
3. RESULTS AND ANALYSIS
To perform simulations, the Synopsys HSPICE tool has with the 32nm Compact SPICE model
presented in [17], [18] has been used. This model is developed for MOSFET-like CNTFETs with SWCNTs
as their channel considers non-ideal parameter such as Parasitic including CNT [19], Gate resistances,
capacitances, Source/Drain, and Schottky Barrier Effects. Simulation has been done on previous four-to-two
compressor cells [13]-[15] and the results are compared with the proposed design. The delay of output
signals is measured from the time that input signals before the buffers reach to 50% of their voltage level to
the moment that output signals reach to the same level. Then the maximum delay is reported as the delay of
the circuit. The power consumption is the average power consumption measured during a long time [8], [19].
Finally the power-delay product (PDP) which compromises between delay and power consumption is
reported as a figure of merit. Transistors are adjusted in a way that the minimum PDP could be obtained.
Table 1 shows the simulation results at 0.65V supply voltages and at 250MHz operating frequency
with 2.1fF output load capacitance in room temperature. As it is shown the proposed four-to-two compressor
structure has low delay, low power consumption, and the best PDP in comparison with other cells.
Table 1. The simulation results at 0.65V and at 250 MHz, 2.1fF
Design
Delay
(E-10)
Power
(E-7)
PDP
(E-15J)
Design [13] 5.1121 7.1563 0.36583
Design [14] 55.908 5.7699 3.2259
Design [15] 51.327 5.2209 2.6797
Proposed Design 2.4910 4.8820 0.12161
Nowadays, VLSI circuits with the capability of working in high frequencies are required [19]. All
designs are simulated at higher frequencies such as 100 MHz, 250MHz and 500MHz. Table 2 shows the cell
performance versus frequency increments. It can be realized that the proposed structure has the best
performance among all compared circuits at high frequency operation. All designs have also been simulated
in a vast range of temperatures from 0oC
to 100oC
at 100MHz operating frequency and 2.1fF load capacitor to
examine the immunity of the circuits to the temperature noise and variations.
The results are shown in Figure 8 The results exhibit that the proposed design has normal
functionality in spite of temperature variations. The presented design also surpasses other designs in terms of
performance.
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 8, No. 6, December 2018 : 4863 - 4870
4868
Table 2. The simulation results in Different Operating Frequencies
Design 100MHz 250MHz 500MHz
Delay(E-10)
Design [13] 5.1121 63.689 81.511
Design [14] 55.908 5.7699 3.2259
Design [15] 51.327 58.401 74.907
Proposed Design 2.4910 2.84473 3.6701
Average Power
Design [13] 7.1563 7.2344 7.3907
Design [14] 5.7699 5.8332 5.9914
Design [15] 5.2209 5.2842 5.4424
Proposed Design 4.8820 4.9332 5.0612
PDP(E-15)
Design [13] 0.36583 0.4210 0.55209
Design [14] 3.2258 3.7151 4.8836
Design [15] 2.6797 3.0860 4.0767
Proposed Design 0.1216 0.1403 0.1857
Figure 8. PDP versus supply Temperature Variations
The simulations have been carried out at 0.5V, 0.65V, 0.85V, 1.1V, and 1.4V power supplies at
100MHz operating frequency at room temperature can see in Figure 9.
Figure 9. PDP versus supply voltage Variations
Different capacitors are employed as the output load to examine the driving power of the proposed
design more precisely. The capacity of output load is considered as 1.5fF, 2.1 FF, 2.8fF, 3.6fF and 4.5fF at
room temperature and 100MHz operating frequency. The simulation results are demonstrated at Figure 10
respectively.
0
1
2
3
4
5
6
7
8
0 10 20 30 40 50 60 70 80 90 100
PDP(E-15)
Temprature
Design[10]
Design[11]
Design[12]
Proposed Design
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
5
0.5 0.65 0.85 1.1 1.4
PDP(E-15)
Design[10]
Design[11]
Design[12]
Proposed Design
Int J Elec & Comp Eng ISSN: 2088-8708 
Designing a Novel High Performance Four-to-Two Compressor Cell Based on ... (Mehdi Bagherizadeh)
4869
Figure 10. PDP versus Load Variations
4. CONCLUSION
Compressor cell is one of the most important circuits because of its effect on the multiplication
process which is frequently used in the digital system. In this paper a novel four-to-two compressor cell was
presented using Capacitor network and Majority function, NAND and NOR gates is presented. Employing
Majority function reduced its delay significantly. The proposed cell includes twenty six transistors and six
capacitors. The four-to-two compressor cells was simulated using Synopsys HSPICE tool with 32nm
CNTFET Compact SPICE model. Simulation results confirmed the priority of the proposed cell compared to
other state-of-the-art four-to-two compressor cells.
ACKNOWLEDGEMENT
This paper is supported by mentioned affiliations.
REFERENCES
[1] M. Bagherizadeh, et al., “Design an ASIP for edit distance algorithm in pattern recognition,” 2014 22nd Iranian
Conference on Electrical Engineering (ICEE), pp. 971-975, 2014.
[2] S. Thakral, et al., “Implementation and Analysis of Reversible logic Based Arithmetic Logic Unit,” TELKOMNIKA
(Telecommunication Computing Electronics and Control), vol. 14, pp. 1292-1298, 2016.
[3] R. S. Waters and E. E. Swartzlander, “A reduced complexity Wallace multiplier reduction,” IEEE transactions on
Computers, vol. 59, pp. 1134-1137, 2010.
[4] C. H. Chang, et al., “Ultra low-voltage low-power CMOS 4-2 and 5-2 compressors for fast arithmetic circuits,”
IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 51, pp. 1985-1997, 2004.
[5] M. G. M. Bagherizadeh and M. Eshghi, “An ASIP for Edit Distance Algorithm in Pattern Recognition,” The 22nd
Iranian Conference on Electrical Engineering (ICEE), 2014.
[6] M. Bhavani, et al., “Delay Comparison for 16x16 Vedic Multiplier Using RCA and CLA,” International Journal of
Electrical and Computer Engineering (IJECE), vol. 6, pp. 1205, 2016.
[7] S. Tabrizchi, et al., “Design a novel ternary half adder and multiplier based on carbon nano-tube field effect
transistors (CNTFETs),” Frontiers, vol. 1, 2016.
[8] M. Bagherizadeh, et al., “Digital counter cell design using carbon nanotube FETs,” Journal of Applied Research
and Technology, 2017.
[9] M. S. Ali, “Cascaded Ripple Carry Adder based SRCSA for Efficient FIR Filter,” Indonesian Journal of Electrical
Engineering and Computer Science (IJEECS), vol. 9, 2018.
[10] Y. S. Mehrabani and M. Eshghi, “Noise and Process Variation Tolerant, Low-Power, High-Speed, and Low-Energy
Full Adders in CNFET Technology,” 2016.
[11] A. Panahi, et al., “CNFET-based approximate ternary adders for energy-efficient image processing applications,”
Microprocessors and Microsystems, 2016.
[12] M. Darvishi and M. Bagherizadeh, International Journal of Modern Education and Computer Science (IJMECS),
2017.
[13] M. Bagherizadeh and M. Eshghi, “A New High-Speed Carbon Nanotube Field Effect Transistor-Based Structure
for 4-to-2 Compressor Cell,” Journal of Computational and Theoretical Nanoscience, vol. 13, pp. 1006-1012,
2016.
[14] A. Pishvaie, et al., “Improved CMOS (4; 2) compressor designs for parallel multipliers,” Computers & Electrical
Engineering, vol. 38, pp. 1703-1716, 2012.
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
5
1.5 2.1 2.8 3.6 4.5
PDP(E-15)
Design[10]
Design[11]
Design[12]
Proposed Design
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 8, No. 6, December 2018 : 4863 - 4870
4870
[15] D. Baran, et al., “Energy efficient implementation of parallel CMOS multipliers with improved compressors,”
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design, pp. 147-152,
2010.
[16] M. R. Reshadinezhad, et al., “An energy-efficient full adder cell using CNFET technology,” IEICE transactions on
electronics, vol. 95, pp. 744-751, 2012.
[17] J. Deng and H. S. P. Wong, “A compact SPICE model for carbon-nanotube field-effect transistors including
nonidealities and its application—Part I: Model of the intrinsic channel region,” IEEE Transactions on Electron
Devices, vol. 54, pp. 3186-3194, 2007.
[18] J. Deng and H. S. P. Wong, “A compact SPICE model for carbon-nanotube field-effect transistors including
nonidealities and its application—Part II: Full device model and circuit performance benchmarking,” IEEE
Transactions on Electron Devices, vol. 54, pp. 3195-3205, 2007.
[19] M. Moradi and K. Navi, “New Current-Mode Ternary Full Adder Circuits Based on Carbon Nanotube Field Effect
Transistor Technology,” Journal of Computational and Theoretical Nanoscience, vol. 13, pp. 327-337, 2016.
BIOGRAPHIES OF AUTHORS
Mehdi Bagherizadeh received his B.Sc. degree from Shahid Bahonar University in computer
hardware engineering. He is also received M.Sc. and Ph.D degree in computer architecture from
Science and Research Branch, Islamic Azad University, Tehran, Iran. He is currently an
Assistant Professor in Department of Computer Engineering, Islamic Azad University,
Rafsanjan. Iran. He is working on VLSI and circuit design based on CNFET, Application
Specific Instruction set Processor, and WSN, and VANET.
E-mail: m.bagherizadeh@srbiau.ac.ir
Mona Moradi received her B.S. and M.Sc. degrees in Hardware Engineering. She has Ph.D.
degree in 2015 at Science and Research Branch of Islamic Azad University under supervision of
Prof. Keivan Navi. Her research interests include VLSI, Digital Integrated Circuits, MVL,
Arithmetic Circuits, CNTFET, nano electronic, hardware security and Cryptography. She is now
assistant professor at Islamic Azad University in Roudehen Branch.
E-mail: mo.moradi@riau.ac.ir
Mostafa Torabi received his B.Sc degree in Computer Software Engineering from Meybod
Branch, Islamic Azad university, Meybod, Iran. He is also received M.Sc degree from Najafabad
Branch, Islamic Azad University, Najafabad, Iran in Computer Software Engineering. He is
currently an assistant professor in Department of Computer Engeenering, Islamic Azad
University, Rafsanjan, Iran. His reaserch interests are: WSN, VANET and Claud Computings.
E-mail: m.torabi@iaurafsanjan.ac.ir

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Designing a Novel High Performance Four-to-Two Compressor Cell for Low Voltages

  • 1. International Journal of Electrical and Computer Engineering (IJECE) Vol. 8, No. 6, December 2018, pp. 4863~4870 ISSN: 2088-8708, DOI: 10.11591/ijece.v8i6.pp4863-4870  4863 Journal homepage: http://iaescore.com/journals/index.php/IJECE Designing a Novel High Performance Four-to-Two Compressor Cell Based on CNTFET Technology for Low Voltages Mehdi Bagherizadeh1 , Mona Moradi2 , Mostafa Torbi3 1, 3 Department of Computer Engineering, Rafsanjan Branch, Islamic Azad University, Iran 2 Young Researcher and Elite Club, Roudehen Branch, Islamic Azad University, Iran Article Info ABSTRACT Article history: Received Apr 15, 2018 Revised Jul 29, 2018 Accepted Aug 13, 2018 Compressor cell is often placed in critical path of multiplier circuits to perform partial product summation. Therefore, it plays a significant role in determining the entire performance of multiplier and digital system. Respecting to the necessity of low power design for portable electronic, designing a low power and high-performance compressors seems to be a good solution to overcome of these problems for computations. In this paper a novel high performance four-to-two compressor cell is proposed using Carbon Nanotube Field Effect Transistors (CNTFETs) technology. The new cell is based on Majority Function, NOR, and NAND gates. The main advantage of proposed design in comparison with former cells is the ease of obtaining CARRY output by means of Majority function. Simulations have been done with 32nm technology node using Synopsys HSPICE software. Simulation results confirm the priority of the proposed cell compared to other state-of-the-art four-to-two compressor cells. Keyword: Carbon nanotube field effect transistor (CNTFET) Four-to-two compressor High speed Low power Nano electronic Nanotechnology Copyright © 2018 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Mehdi Bagherizadeh, Department of Computer Engineering, Rafsanjan Branch, Islamic Azad University, Rafsanjan, Iran. Email: m.bagherizadeh@srbiau.ac.ir 1. INTRODUCTION Today, in VLSI systems fast arithmetic computation structures such as multipliers and adders are the most frequently utilized circuits [1], [2]. Multipliers are the most significant parts of arithmetic circuits from in terms of performance and power. Digital signal processors and microprocessors rely on the effective implementation of floating point units and common arithmetic logic units to perform dedicated algorithms such as filtering and convolution. In many of these applications, multipliers are considered as the critical part dictating the overall circuit performance when constrained by computation speed and power consumption. Multipliers commonly include three sub functions: 1) partial product generation; 2) partial product reduction; 3) final addition with carry propagating [3]. Compressor cells are generally employed in multi- operand adders to reduce the number of operands and in multipliers. These cells are used to reduce the number of partial products. In the design of the multiplier units the four-to-two compressors are the most wide used modules [4]-[6]. The needs of scaling down the size of transistor in Nano ranges in current MOSFET technology leads to some challenges such as reliability, power consumption, less control of the gate, leakage power and high lithography costs [7]-[9]. Hence, to overcome these difficulties of nanoscale MOSFETs, new technologies such as Single-Electron Transistor (SET), Quantum-Dot Cellular Automata, and Carbon Nanotube Field Effect Transistor (CNTFET) have been studied in many literatures [8]. Among these technologies CNTFET seems to be the most feasible promising successor due to its remarkable features and its similarities with MOSFET technology[8],[10]. CNTFET technology benefit from ballistic operation and
  • 2.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 8, No. 6, December 2018 : 4863 - 4870 4864 one dimensional band structure, and low OFF-current and the same mobility for both n-type CNTFET and p- type CNTFET. This feature facilities the transistor sizing of complex circuits easier [11]. Therefore, CNTFET can be used for designing energy efficient integrated circuits. The diameter of the CNT relies on the chiral vector. The Chiral vector indicates the electronic characteristics and arrangement angle of carbon atoms along CNTs. It is determined by (n1, n2) integer pair. If 1 2 3 ( )n n i i Z   , CNT is metallic, otherwise is semiconductor [12]. The diameter of nanotubes in nanometer is computed using the equation (1): 2 2 1 2 1 20.0783CNTD n n n n    (1) It worth to mention that the desired threshold voltage of the CNTFET based transistors could be adjusted based on the diameter of nanotubes which are located under the transistor gate (equation 2) [12]. 3 0.43 2 3 g t CNT CNT E E V e eD D   (2) Where, ( 0.249 )nm  is the CNT lattice constant, E is the energy of carbon   band in the tight bonding model, e is the electron charge, and CNTD is the diameter of nanotubes.. Compressor cells are generally employed in multi-operand adders to reduce the number of operands and in multipliers. The four-to-two compressor compresses five partial products bits into three. This compressor has four inputs called X1; X2; X3 and X4 and two outputs, SUM and CARRY along with a CARRY-IN (Cin) and a CARRY-OUT (Cout). The input Cin is the output from the previous cascaded compressor. The Cout is the output to the compressor in the next stage. In the literature many four-to-two compressor cells have been presented previously [13]-[15]. Figure 1 shows the structure of the four-to-two compressor cell proposed in [13]. The main idea of this design originated from truth table of the four-to-two compressor. This structure is composed of a single array of capacitors and CNTFET-based network. In this design CNTFET with different threshold voltage are used [11]. Figure 1. The Four-to-Two compressor structure in [10]
  • 3. Int J Elec & Comp Eng ISSN: 2088-8708  Designing a Novel High Performance Four-to-Two Compressor Cell Based on ... (Mehdi Bagherizadeh) 4865 Figure 2, exhibits the structure of the four-to-two compressor cell discussed in [14]. It consists of seventy transistors. It has about three 2-way XOR critical path delay. This compressor is based on new description of logical equations that describe the corresponding functionality [12]. Figure 2. The Four-to-Two compressor structure in [14] Figure 3 demonstrates the structure of four-to-two compressor cell proposed in [15]. It consists of seventy-two transistors. The critical path delay of this compressor equals to the delays of "one ‘NAND', two ‘2-way XORs’, one ‘2-way XNOR’" gates [13]. Figure 3. The Four-to-Two compressor structure in [15] In this paper a new four-to-two compressor cell based on Majority Function, NOR, and NAND gates is presented. The main advantage of proposed design in comparison with previous cells is that the COUT1 (CARRY) output obtained using Majority function. 2. RESEARCH METHOD In this section a new design for a high performance four-to-two compressor is presented. The proposed four-to-two compressor cell is based on the equations (3), (4), and (5). The Block diagram of the proposed design is shown in Figure 4. X1 X2 X3 X4 Cin SUM Majority Function COUT1 2-input XOR Full Adder 2-input XOR X4 Cin COUT2 Figure 4. The block diagram of proposed four-to-two compressor To obtain SUM output, one full adder and two 2-input XOR gates are employed. As mentioned the performance of the proposed four-to-two compressor cell depends on the method that uses the
  • 4.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 8, No. 6, December 2018 : 4863 - 4870 4866 implementation of the full adder, XOR, and Majority function blocks. To increase the efficiency of proposed cell, full adder which is designed in [16] has been used. To design this full adder, the unique properties of the CNTFET transistors are utilized. In order to produce the outputs of Majority-not, NAND, and NOR modules, three-input capacitors networks and inverters with different thresholds are used. 1 2 3 4 5SUM X X X X X     (3) 1 [( 1 2 3), 4, )COUT Majority X X X X Cin   (4) 2 ( 1, 2, 3)COUT Majority X X X (5) To produce the 2-input XOR function, 6 transistors in symmetric manner are used. Figure 5 displays the 2-inputs XOR gate that employs Cin and X4 signals as input signals to generate the SUM signal. Figure 5. 1st proposed 2-inputs XOR gate Figure 6 shows the 2-inputs XOR gate that hires S (equation 6) and Cin⨁X4 signals as input signals to generate the SUM signal. S = X1⨁X2⨁X3 (6) Figure 6. 2nd proposed 2-inputs XOR gate The Cout2 output is based on Majority of X1, X2, and X3 inputs. This signal is employed as one of the elements required to produce the SUM signal. This method makes the proposed four-to-two structure more efficient. In the proposed design, unlike the previous four-to-two compressor structures, the Cout1 output is obtained easily using one Majority function. The transistor level implementation of the proposed cell is shown in Figure 7. As it is shown the S node and one 3-inputs XOR function, are used for both SUM and Cout1 outputs. It makes the proposed design more effective.
  • 5. Int J Elec & Comp Eng ISSN: 2088-8708  Designing a Novel High Performance Four-to-Two Compressor Cell Based on ... (Mehdi Bagherizadeh) 4867 Figure 7. The schematic of the proposed four-to-two compressor 3. RESULTS AND ANALYSIS To perform simulations, the Synopsys HSPICE tool has with the 32nm Compact SPICE model presented in [17], [18] has been used. This model is developed for MOSFET-like CNTFETs with SWCNTs as their channel considers non-ideal parameter such as Parasitic including CNT [19], Gate resistances, capacitances, Source/Drain, and Schottky Barrier Effects. Simulation has been done on previous four-to-two compressor cells [13]-[15] and the results are compared with the proposed design. The delay of output signals is measured from the time that input signals before the buffers reach to 50% of their voltage level to the moment that output signals reach to the same level. Then the maximum delay is reported as the delay of the circuit. The power consumption is the average power consumption measured during a long time [8], [19]. Finally the power-delay product (PDP) which compromises between delay and power consumption is reported as a figure of merit. Transistors are adjusted in a way that the minimum PDP could be obtained. Table 1 shows the simulation results at 0.65V supply voltages and at 250MHz operating frequency with 2.1fF output load capacitance in room temperature. As it is shown the proposed four-to-two compressor structure has low delay, low power consumption, and the best PDP in comparison with other cells. Table 1. The simulation results at 0.65V and at 250 MHz, 2.1fF Design Delay (E-10) Power (E-7) PDP (E-15J) Design [13] 5.1121 7.1563 0.36583 Design [14] 55.908 5.7699 3.2259 Design [15] 51.327 5.2209 2.6797 Proposed Design 2.4910 4.8820 0.12161 Nowadays, VLSI circuits with the capability of working in high frequencies are required [19]. All designs are simulated at higher frequencies such as 100 MHz, 250MHz and 500MHz. Table 2 shows the cell performance versus frequency increments. It can be realized that the proposed structure has the best performance among all compared circuits at high frequency operation. All designs have also been simulated in a vast range of temperatures from 0oC to 100oC at 100MHz operating frequency and 2.1fF load capacitor to examine the immunity of the circuits to the temperature noise and variations. The results are shown in Figure 8 The results exhibit that the proposed design has normal functionality in spite of temperature variations. The presented design also surpasses other designs in terms of performance.
  • 6.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 8, No. 6, December 2018 : 4863 - 4870 4868 Table 2. The simulation results in Different Operating Frequencies Design 100MHz 250MHz 500MHz Delay(E-10) Design [13] 5.1121 63.689 81.511 Design [14] 55.908 5.7699 3.2259 Design [15] 51.327 58.401 74.907 Proposed Design 2.4910 2.84473 3.6701 Average Power Design [13] 7.1563 7.2344 7.3907 Design [14] 5.7699 5.8332 5.9914 Design [15] 5.2209 5.2842 5.4424 Proposed Design 4.8820 4.9332 5.0612 PDP(E-15) Design [13] 0.36583 0.4210 0.55209 Design [14] 3.2258 3.7151 4.8836 Design [15] 2.6797 3.0860 4.0767 Proposed Design 0.1216 0.1403 0.1857 Figure 8. PDP versus supply Temperature Variations The simulations have been carried out at 0.5V, 0.65V, 0.85V, 1.1V, and 1.4V power supplies at 100MHz operating frequency at room temperature can see in Figure 9. Figure 9. PDP versus supply voltage Variations Different capacitors are employed as the output load to examine the driving power of the proposed design more precisely. The capacity of output load is considered as 1.5fF, 2.1 FF, 2.8fF, 3.6fF and 4.5fF at room temperature and 100MHz operating frequency. The simulation results are demonstrated at Figure 10 respectively. 0 1 2 3 4 5 6 7 8 0 10 20 30 40 50 60 70 80 90 100 PDP(E-15) Temprature Design[10] Design[11] Design[12] Proposed Design 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 0.5 0.65 0.85 1.1 1.4 PDP(E-15) Design[10] Design[11] Design[12] Proposed Design
  • 7. Int J Elec & Comp Eng ISSN: 2088-8708  Designing a Novel High Performance Four-to-Two Compressor Cell Based on ... (Mehdi Bagherizadeh) 4869 Figure 10. PDP versus Load Variations 4. CONCLUSION Compressor cell is one of the most important circuits because of its effect on the multiplication process which is frequently used in the digital system. In this paper a novel four-to-two compressor cell was presented using Capacitor network and Majority function, NAND and NOR gates is presented. Employing Majority function reduced its delay significantly. The proposed cell includes twenty six transistors and six capacitors. The four-to-two compressor cells was simulated using Synopsys HSPICE tool with 32nm CNTFET Compact SPICE model. Simulation results confirmed the priority of the proposed cell compared to other state-of-the-art four-to-two compressor cells. ACKNOWLEDGEMENT This paper is supported by mentioned affiliations. REFERENCES [1] M. Bagherizadeh, et al., “Design an ASIP for edit distance algorithm in pattern recognition,” 2014 22nd Iranian Conference on Electrical Engineering (ICEE), pp. 971-975, 2014. [2] S. Thakral, et al., “Implementation and Analysis of Reversible logic Based Arithmetic Logic Unit,” TELKOMNIKA (Telecommunication Computing Electronics and Control), vol. 14, pp. 1292-1298, 2016. [3] R. S. Waters and E. E. Swartzlander, “A reduced complexity Wallace multiplier reduction,” IEEE transactions on Computers, vol. 59, pp. 1134-1137, 2010. [4] C. H. Chang, et al., “Ultra low-voltage low-power CMOS 4-2 and 5-2 compressors for fast arithmetic circuits,” IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 51, pp. 1985-1997, 2004. [5] M. G. M. Bagherizadeh and M. Eshghi, “An ASIP for Edit Distance Algorithm in Pattern Recognition,” The 22nd Iranian Conference on Electrical Engineering (ICEE), 2014. [6] M. Bhavani, et al., “Delay Comparison for 16x16 Vedic Multiplier Using RCA and CLA,” International Journal of Electrical and Computer Engineering (IJECE), vol. 6, pp. 1205, 2016. [7] S. Tabrizchi, et al., “Design a novel ternary half adder and multiplier based on carbon nano-tube field effect transistors (CNTFETs),” Frontiers, vol. 1, 2016. [8] M. Bagherizadeh, et al., “Digital counter cell design using carbon nanotube FETs,” Journal of Applied Research and Technology, 2017. [9] M. S. Ali, “Cascaded Ripple Carry Adder based SRCSA for Efficient FIR Filter,” Indonesian Journal of Electrical Engineering and Computer Science (IJEECS), vol. 9, 2018. [10] Y. S. Mehrabani and M. Eshghi, “Noise and Process Variation Tolerant, Low-Power, High-Speed, and Low-Energy Full Adders in CNFET Technology,” 2016. [11] A. Panahi, et al., “CNFET-based approximate ternary adders for energy-efficient image processing applications,” Microprocessors and Microsystems, 2016. [12] M. Darvishi and M. Bagherizadeh, International Journal of Modern Education and Computer Science (IJMECS), 2017. [13] M. Bagherizadeh and M. Eshghi, “A New High-Speed Carbon Nanotube Field Effect Transistor-Based Structure for 4-to-2 Compressor Cell,” Journal of Computational and Theoretical Nanoscience, vol. 13, pp. 1006-1012, 2016. [14] A. Pishvaie, et al., “Improved CMOS (4; 2) compressor designs for parallel multipliers,” Computers & Electrical Engineering, vol. 38, pp. 1703-1716, 2012. 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 1.5 2.1 2.8 3.6 4.5 PDP(E-15) Design[10] Design[11] Design[12] Proposed Design
  • 8.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 8, No. 6, December 2018 : 4863 - 4870 4870 [15] D. Baran, et al., “Energy efficient implementation of parallel CMOS multipliers with improved compressors,” Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design, pp. 147-152, 2010. [16] M. R. Reshadinezhad, et al., “An energy-efficient full adder cell using CNFET technology,” IEICE transactions on electronics, vol. 95, pp. 744-751, 2012. [17] J. Deng and H. S. P. Wong, “A compact SPICE model for carbon-nanotube field-effect transistors including nonidealities and its application—Part I: Model of the intrinsic channel region,” IEEE Transactions on Electron Devices, vol. 54, pp. 3186-3194, 2007. [18] J. Deng and H. S. P. Wong, “A compact SPICE model for carbon-nanotube field-effect transistors including nonidealities and its application—Part II: Full device model and circuit performance benchmarking,” IEEE Transactions on Electron Devices, vol. 54, pp. 3195-3205, 2007. [19] M. Moradi and K. Navi, “New Current-Mode Ternary Full Adder Circuits Based on Carbon Nanotube Field Effect Transistor Technology,” Journal of Computational and Theoretical Nanoscience, vol. 13, pp. 327-337, 2016. BIOGRAPHIES OF AUTHORS Mehdi Bagherizadeh received his B.Sc. degree from Shahid Bahonar University in computer hardware engineering. He is also received M.Sc. and Ph.D degree in computer architecture from Science and Research Branch, Islamic Azad University, Tehran, Iran. He is currently an Assistant Professor in Department of Computer Engineering, Islamic Azad University, Rafsanjan. Iran. He is working on VLSI and circuit design based on CNFET, Application Specific Instruction set Processor, and WSN, and VANET. E-mail: m.bagherizadeh@srbiau.ac.ir Mona Moradi received her B.S. and M.Sc. degrees in Hardware Engineering. She has Ph.D. degree in 2015 at Science and Research Branch of Islamic Azad University under supervision of Prof. Keivan Navi. Her research interests include VLSI, Digital Integrated Circuits, MVL, Arithmetic Circuits, CNTFET, nano electronic, hardware security and Cryptography. She is now assistant professor at Islamic Azad University in Roudehen Branch. E-mail: mo.moradi@riau.ac.ir Mostafa Torabi received his B.Sc degree in Computer Software Engineering from Meybod Branch, Islamic Azad university, Meybod, Iran. He is also received M.Sc degree from Najafabad Branch, Islamic Azad University, Najafabad, Iran in Computer Software Engineering. He is currently an assistant professor in Department of Computer Engeenering, Islamic Azad University, Rafsanjan, Iran. His reaserch interests are: WSN, VANET and Claud Computings. E-mail: m.torabi@iaurafsanjan.ac.ir