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K.R.N.karthik, M.Nagesh Babu, V.NarasimhaNayak , S.Rajeswari , Dr. FazalNoorbasha /
   International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622
                 www.ijera.com Vol. 3, Issue 2, March -April 2013, pp.738-741

  Cadence Design of Leakage Power Reduction Circuit in CMOS
                         VLSI Design
 K.R.N.karthik,* M.Nagesh Babu,** V.NarasimhaNayak ,*** S.Rajeswari
                     ****, Dr. FazalNoorbasha*****
     *(Department of Electronics and communication Engineering KL University, Vijayawada, A.P, India)


ABSTRACT
         In this paper, a low-power novel design          is significantly larger due to the higher die
technique proposed in [1] to minimize the standby         temperature in active mode. So, efficient leakage
leakage power, in nanoscale CMOS very large               power reduction must target both standby and active
scale integration (VLSI) systems by generating the        leakage power.
reverse body-bias voltage, is applied to op-amp           The dual Vth technique uses high-threshold voltage
circuit and the stack circuit. The optimal reverse        devices on noncritical paths to reduce leakage while
body-bias voltage is generated from the proposed          using low-threshold devices on critical paths to
leakage circuit, and calculated the subthreshold          maintain circuit speed. It reduces both active and
current (ISUB) and the band-to-band tunneling             standby leakage. However, this technique does not
current (IBTBT). The proposed circuit will be             reduce the leakage on critical paths. Thus, it does not
simulated in Cadence 180 nanometer CMOS                   help much for practical circuits, whose paths are
technology,                                               usually well balanced. Supply voltage scaling
Keywords – Leakage currents, sub-threshold                developed for switching power reduction, also
Leakage, Band to Band Tunneling currents                  reduces both active and standby leakage power. But
                                                          level conversion is needed at the interface whenever
                                                          an output from a low Vdd unit drives a high Vdd unit
1. INTRODUCTION                                           input.
         As the technology is rapidly growing on day      Bhatia , proposed dynamic leakage reduction using
by day according to the moors law transistor density      supply gating ,They use the Shannon expansion to
have been increasing and due to this huge density the     identify the idle circuit parts and dynamically gate
power consumption has been reached to high peaks
                                                          the supply to those parts to save active leakage
as we are unable to change the battery parameters so
                                                          power, to overcome all these problems
we are introducing some power reduction circuits in
                                                          In this paper, we propose a leakage reduction of
the design power consumption is of two types static       power technique using power leakage reduction
power consumption mainly due to power sources and
                                                          circuit
the dynamic power consumption which is mainly due
to the switching activities and whenever the transistor
is in the OFF condition the Vdd will be directly
                                                          2.LEAKAGE CURRENT COMPONENTS                        IN
shorted to the ground which is called as sub-threshold    REVERSE BODY BIAS CONDITION
leakage current .Leakage power is increasingly                     There are various types of leakages in the
significant in CMOS circuits as the technology scales     cmos circuit such as the drain to gate leakage [2], and
low, due to the exponential increase of sub-threshold     leakages due to the gate oxide layer leakage due to
and gate leakage currents with technology scaling.        the channel length and also leakage due to band to
Many leakage reduction techniques have been               band tunnelling ,The leakage currents is the sum of
proposed. Forced stacking reduces leakage power by        the subthereshold currents and the band to band
inserting an extra serially connected transistor in the   tunnelling currents
gate pull down or pull up path and turning it off in
standby mode. Input vector control uses the state
dependence of leakage to apply a low-leakage input
vector to the circuit in standby mode to save leakage
power. The power cut off technique also called
supply gating ,reduces leakage by disconnecting the
global supply voltage in standby.
One common problem of all techniques is that they
can only reduce the circuit leakage power in standby
mode. Leakage is important in both standby and
                                                                   Fig 1.Leakage current components
active operation modes. The leakage in active mode




                                                                                                 738 | P a g e
K.R.N.karthik, M.Nagesh Babu, V.NarasimhaNayak , S.Rajeswari , Dr. FazalNoorbasha /
   International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622
                 www.ijera.com Vol. 3, Issue 2, March -April 2013, pp.738-741
2.1 SUB-THRESHOLD LEAKAGE:                                This block diagram consists the proposed VBody
         This is the leakage [1] occurs is the current    control system that minimizes the overall power
that flows between the source and drain of a              dissipation induced in the test circuit and this
MOSFET when the transistor is in subthreshold             hardware allows the independent and the adaptive
region, or weak-inversion region, that is, for gate-to-   maintenance of the body bias voltages and according
source voltages below the threshold voltage. The          to the leakage in the test circuit the monitoring circuit
subthreshold region is often referred to as the weak      will produce the body bias voltage when the
inversion region. And this process of grounding the       operating conditions change. The proposed scheme
vdd directly when the transistor is in the off state is   consists of the leakage monitoring Circuit, the current
called as sub-threshold leakage current                   comparator, and the charge pump. Leakage
2.2. BTBT leakage:                                        monitoring circuit monitors the subthreshold leakage
         Band to Band tunnelling current [1] flows        current and then forwards the leakage current to the
through the drain-to-substrate junctions due to the       current comparator in which the current comparator
twisting of Band gaps. With higher supply voltage,        detects the level and level is forwarded to the charge
thinner oxide thickness, lightly doped drain, reverse     pump and there is a feed back control system
body bias (RBB) technique[3], and high mobility           between the monitoring circuit and the charge pump
channel materials having smaller band gaps.               and this whole arrangement is fixed to the test
2.3. GIDL :                                               circuitry and the body bias voltage in the test
         The GIDL current, which is also called the       circuitry is balanced by the proposed circuit
surface BTBT current, is the drain-to-substrate
leakage due to the BTBT current in very high field        3.1 CADENCE SCHEMATIC:
depletion region in the gate-drain overlap region.
When the drain of an n-MOSFET is biased at the
supply voltage (VDD) and the gate is biased at either
zero or negative voltage, a depletion region is formed
under the gate and drain overlap region
2.4. Gate to body leakage (Igb):
          IGB is the gate-to-bulk oxide tunneling
leakage current[1], and IDG is the drain-to-gate oxide
tunneling leakage current. As the gate oxide
thickness scales below 2 nm, the direct tunneling
(DT) gate leakage exponentially increases due to
quantum mechanical tunneling. The direct tunnelling
gate leakage current can not only increase the power
dissipation but also limit the proper logic gate
operation. Recently, a high-k dielectric base on                       FIG3: vbody leakage circuit
Hafnium and dual metal gate has been introduced to
increase the transistor performance. The high-k           The leakage control system consists of a comparator
dielectric material reduces the gate leakage as the       and charge pump, comparator compares the tunneling
gate dielectric thickness can actually be increased       and sub-threshold leakage current and sent to the
while the gate capacitance is increased                   charge pump for the boosting purpose
3.BLOCK DIAGRAM:
                                                          3.2: Leakage control system




Fig.2. Block diagram of the proposed VBody control                    FIG4: Leakage control system
                       system.



                                                                                                   739 | P a g e
K.R.N.karthik, M.Nagesh Babu, V.NarasimhaNayak , S.Rajeswari , Dr. FazalNoorbasha /
   International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622
                 www.ijera.com Vol. 3, Issue 2, March -April 2013, pp.738-741
In analog and mixed-signal systems, an operational         4 : RESULTS WITH WAVE FORMS:
amplifier (op amp) is commonly used to amplify
small signals, to add or subtract voltages, and in
active filtering. It must have high gain, low current
draw (high input resistance), and should function
over a variety of frequencies, and the op amp
transistor level has been drawn below

3.3: op-amp design:


                                                           FIG 7: Wave form of the leakage control system




                                                                       FIG8:waveform of the opamp




     FIG5: op-amp design

Stacking is a process of adding an extra transistors in
between the pmos and nmos so as to reduce the sub
threshold leakage current, and the test circuitry is the
inverter with the nmos stack transistors.

3.4 Test circuit (CMOS stack):
                                                               FIG 9:waveforms of the test circuitry of stack
                                                                              transistors

                                                           In the wave form of the test circuitry the leakage
                                                           power has been reduced. By using CMOS stack
                                                           circuitry most of the leakage currents have been
                                                           reduced which is due to the increase in the threshold
                                                           voltage and in the negative differential op-amp the
                                                           result is the exact difference of the input signals and
                                                           the outputs can be limited from the given inputs these
                                                           all individual circuits are designed in the cadence 180
                                                           nm technology and if we add the whole process to
                                                           the technology library and we can further use this
                                                           design for reusability further experiments
                 FIG 6: Test circuitry                     5.CONCLUSION:
                                                                   The proposed circuit in [1] was designed in
                                                           cadence environment with 180nm technology and



                                                                                                  740 | P a g e
K.R.N.karthik, M.Nagesh Babu, V.NarasimhaNayak , S.Rajeswari , Dr. FazalNoorbasha /
      International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622
                    www.ijera.com Vol. 3, Issue 2, March -April 2013, pp.738-741
the body bias voltage was generated . This circuit can       Vijayawada, AP, India. He has published one International
be further involved in the huge analog VLSI circuits         Journal
for the low power consumption. Due to the stack
transistors the leakage power also reduced and the           4. S.RAJESWARI was in Dharmavarm, Anantapur(Dist),
current components of the test circuitry has been            AP, India. She received her B.Tech degree in Electronics &
                                                             Communication Engineering from JNTU Anantapur, AP,
found. To reduce the leakage power, this paper has           India and M.Tech from JNTU, Hyderabad AP, India. She is
presented a technique that generates the VBody. By           presently working as an Assistant Professor in the
observing the BTBT leakage current (IBTBT) and the           Department of Electronics & Communication Engineering,
subthreshold leakage current (ISUB), the body-bias           K L University, Vijayawada, AP, India. She has 5 years of
voltage is automatically generated and continuously          experience in Teaching. She presented a paper in National
adjusted by the control loop. By tuning the body bias        Conference.
voltage using the leakage-monitoring circuit, the            5.Dr.Fazal Noorbasha was born on 29th April 1982. He
circuit can be biased at the optimal point where the         received his, B.Sc. Degree in Electronics Sciences from
subthreshold leakage current and the BTBT leakage            BCAS College, Bapatla, Affiliated to the Acharya
                                                             Nagarjuna University, Guntur, Andhra Pradesh, India, in
current are balanced to accomplish the minimum               2003, M.Sc. Degree in Electronics Sciences from the Dr.
leakage power, by using the stack transistor by              HariSingh Gour University, Sagar, Madhya Pradesh, India,
comparing op amp and the stack circuitry mostly              in 2006, M.Tech. Degree in VLSI Technology, from the
subthreshold leakage power has been reduced from             North Maharashtra University, Jalgaon, Maharashtra,
the stack circuitry only                                     INDIA in 2008, and Ph.D. Degree in VLSI Specialization
                                                             from Department Of Physics and Electronics, Dr.
REFERENCES                                                   HariSingh Gour Central University, Sagar, Madhya
                                                             Pradesh, India, in 2011. Presently he is working as a
[1]     M. Johnson, D. Somasekhar, and K. Roy,               Associate Professor and VLSI Systems Research Group in
        “Leakage Control with Efficient Use of               KL University.
        Transistor Stacks in Single Threshold CMOS,”
        in Proc. of the Design Auto. Conf., pp. 442–
        445, June1999.
[2]     J. Halter and F. Najm, “A Gate-Level Leakage
        Power Reduction Method for Ultra Low Power
        CMOS Circuits,” in Proc. of the Custom
        Integrated Circuits Conf., pp. 475–478, 1997.
[3]     H. Kawaguchi, K. Nose, and T. Sakurai, “A
        Super Cut-off CMOS (SCCMOS) Scheme for
        0.5-V Supply Voltage with Picoampere Stand-
        By Current,” IEEE J. of Solid State Circuits,
        vol. 35, pp. 1498–1501, Oct. 2000. pp. 1772–
        1780, Nov. 1998.

AUTHORS:
1.K.R.N.KARTHIK, completed Bachelors degree from
Mallareddy Engineering College, affiliated to JNTU,
Hyderabad. Pursuing M.Tech in VLSI at KL university,
Vijayawada.

2. M.Nagesh Babu was born in Kurnool, Kurnool (Dist.),
AP, India. He received B.Tech in Electronics &
Communication Engineering from JNTU Anantapur, AP,
India and M.Tech from JNTU, Hyderabad AP, India. He is
presently working as an Associate Professor in the
Department of Electronics & Communication Engineering,
K L University, Vijayawada, AP, India. He has 9 years of
Industry experience and 10 years of Teaching experience.
He presented 2 papers in National conferences and
published 5 papers in International Journals.

3. V.NarasimhaNayak was born in Khammam . AP, India.
He received B.Tech in Electronics & Communication
Engineering from SBIT, Khammam, AP, India and M.Tech
from National Institute of Technology, Rourkela, India. He
is working as Assistant Professor in Department of
Electronics & Communication Engineering, KL University,



                                                                                                       741 | P a g e

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Ds32738741

  • 1. K.R.N.karthik, M.Nagesh Babu, V.NarasimhaNayak , S.Rajeswari , Dr. FazalNoorbasha / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 2, March -April 2013, pp.738-741 Cadence Design of Leakage Power Reduction Circuit in CMOS VLSI Design K.R.N.karthik,* M.Nagesh Babu,** V.NarasimhaNayak ,*** S.Rajeswari ****, Dr. FazalNoorbasha***** *(Department of Electronics and communication Engineering KL University, Vijayawada, A.P, India) ABSTRACT In this paper, a low-power novel design is significantly larger due to the higher die technique proposed in [1] to minimize the standby temperature in active mode. So, efficient leakage leakage power, in nanoscale CMOS very large power reduction must target both standby and active scale integration (VLSI) systems by generating the leakage power. reverse body-bias voltage, is applied to op-amp The dual Vth technique uses high-threshold voltage circuit and the stack circuit. The optimal reverse devices on noncritical paths to reduce leakage while body-bias voltage is generated from the proposed using low-threshold devices on critical paths to leakage circuit, and calculated the subthreshold maintain circuit speed. It reduces both active and current (ISUB) and the band-to-band tunneling standby leakage. However, this technique does not current (IBTBT). The proposed circuit will be reduce the leakage on critical paths. Thus, it does not simulated in Cadence 180 nanometer CMOS help much for practical circuits, whose paths are technology, usually well balanced. Supply voltage scaling Keywords – Leakage currents, sub-threshold developed for switching power reduction, also Leakage, Band to Band Tunneling currents reduces both active and standby leakage power. But level conversion is needed at the interface whenever an output from a low Vdd unit drives a high Vdd unit 1. INTRODUCTION input. As the technology is rapidly growing on day Bhatia , proposed dynamic leakage reduction using by day according to the moors law transistor density supply gating ,They use the Shannon expansion to have been increasing and due to this huge density the identify the idle circuit parts and dynamically gate power consumption has been reached to high peaks the supply to those parts to save active leakage as we are unable to change the battery parameters so power, to overcome all these problems we are introducing some power reduction circuits in In this paper, we propose a leakage reduction of the design power consumption is of two types static power technique using power leakage reduction power consumption mainly due to power sources and circuit the dynamic power consumption which is mainly due to the switching activities and whenever the transistor is in the OFF condition the Vdd will be directly 2.LEAKAGE CURRENT COMPONENTS IN shorted to the ground which is called as sub-threshold REVERSE BODY BIAS CONDITION leakage current .Leakage power is increasingly There are various types of leakages in the significant in CMOS circuits as the technology scales cmos circuit such as the drain to gate leakage [2], and low, due to the exponential increase of sub-threshold leakages due to the gate oxide layer leakage due to and gate leakage currents with technology scaling. the channel length and also leakage due to band to Many leakage reduction techniques have been band tunnelling ,The leakage currents is the sum of proposed. Forced stacking reduces leakage power by the subthereshold currents and the band to band inserting an extra serially connected transistor in the tunnelling currents gate pull down or pull up path and turning it off in standby mode. Input vector control uses the state dependence of leakage to apply a low-leakage input vector to the circuit in standby mode to save leakage power. The power cut off technique also called supply gating ,reduces leakage by disconnecting the global supply voltage in standby. One common problem of all techniques is that they can only reduce the circuit leakage power in standby mode. Leakage is important in both standby and Fig 1.Leakage current components active operation modes. The leakage in active mode 738 | P a g e
  • 2. K.R.N.karthik, M.Nagesh Babu, V.NarasimhaNayak , S.Rajeswari , Dr. FazalNoorbasha / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 2, March -April 2013, pp.738-741 2.1 SUB-THRESHOLD LEAKAGE: This block diagram consists the proposed VBody This is the leakage [1] occurs is the current control system that minimizes the overall power that flows between the source and drain of a dissipation induced in the test circuit and this MOSFET when the transistor is in subthreshold hardware allows the independent and the adaptive region, or weak-inversion region, that is, for gate-to- maintenance of the body bias voltages and according source voltages below the threshold voltage. The to the leakage in the test circuit the monitoring circuit subthreshold region is often referred to as the weak will produce the body bias voltage when the inversion region. And this process of grounding the operating conditions change. The proposed scheme vdd directly when the transistor is in the off state is consists of the leakage monitoring Circuit, the current called as sub-threshold leakage current comparator, and the charge pump. Leakage 2.2. BTBT leakage: monitoring circuit monitors the subthreshold leakage Band to Band tunnelling current [1] flows current and then forwards the leakage current to the through the drain-to-substrate junctions due to the current comparator in which the current comparator twisting of Band gaps. With higher supply voltage, detects the level and level is forwarded to the charge thinner oxide thickness, lightly doped drain, reverse pump and there is a feed back control system body bias (RBB) technique[3], and high mobility between the monitoring circuit and the charge pump channel materials having smaller band gaps. and this whole arrangement is fixed to the test 2.3. GIDL : circuitry and the body bias voltage in the test The GIDL current, which is also called the circuitry is balanced by the proposed circuit surface BTBT current, is the drain-to-substrate leakage due to the BTBT current in very high field 3.1 CADENCE SCHEMATIC: depletion region in the gate-drain overlap region. When the drain of an n-MOSFET is biased at the supply voltage (VDD) and the gate is biased at either zero or negative voltage, a depletion region is formed under the gate and drain overlap region 2.4. Gate to body leakage (Igb): IGB is the gate-to-bulk oxide tunneling leakage current[1], and IDG is the drain-to-gate oxide tunneling leakage current. As the gate oxide thickness scales below 2 nm, the direct tunneling (DT) gate leakage exponentially increases due to quantum mechanical tunneling. The direct tunnelling gate leakage current can not only increase the power dissipation but also limit the proper logic gate operation. Recently, a high-k dielectric base on FIG3: vbody leakage circuit Hafnium and dual metal gate has been introduced to increase the transistor performance. The high-k The leakage control system consists of a comparator dielectric material reduces the gate leakage as the and charge pump, comparator compares the tunneling gate dielectric thickness can actually be increased and sub-threshold leakage current and sent to the while the gate capacitance is increased charge pump for the boosting purpose 3.BLOCK DIAGRAM: 3.2: Leakage control system Fig.2. Block diagram of the proposed VBody control FIG4: Leakage control system system. 739 | P a g e
  • 3. K.R.N.karthik, M.Nagesh Babu, V.NarasimhaNayak , S.Rajeswari , Dr. FazalNoorbasha / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 2, March -April 2013, pp.738-741 In analog and mixed-signal systems, an operational 4 : RESULTS WITH WAVE FORMS: amplifier (op amp) is commonly used to amplify small signals, to add or subtract voltages, and in active filtering. It must have high gain, low current draw (high input resistance), and should function over a variety of frequencies, and the op amp transistor level has been drawn below 3.3: op-amp design: FIG 7: Wave form of the leakage control system FIG8:waveform of the opamp FIG5: op-amp design Stacking is a process of adding an extra transistors in between the pmos and nmos so as to reduce the sub threshold leakage current, and the test circuitry is the inverter with the nmos stack transistors. 3.4 Test circuit (CMOS stack): FIG 9:waveforms of the test circuitry of stack transistors In the wave form of the test circuitry the leakage power has been reduced. By using CMOS stack circuitry most of the leakage currents have been reduced which is due to the increase in the threshold voltage and in the negative differential op-amp the result is the exact difference of the input signals and the outputs can be limited from the given inputs these all individual circuits are designed in the cadence 180 nm technology and if we add the whole process to the technology library and we can further use this design for reusability further experiments FIG 6: Test circuitry 5.CONCLUSION: The proposed circuit in [1] was designed in cadence environment with 180nm technology and 740 | P a g e
  • 4. K.R.N.karthik, M.Nagesh Babu, V.NarasimhaNayak , S.Rajeswari , Dr. FazalNoorbasha / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 3, Issue 2, March -April 2013, pp.738-741 the body bias voltage was generated . This circuit can Vijayawada, AP, India. He has published one International be further involved in the huge analog VLSI circuits Journal for the low power consumption. Due to the stack transistors the leakage power also reduced and the 4. S.RAJESWARI was in Dharmavarm, Anantapur(Dist), current components of the test circuitry has been AP, India. She received her B.Tech degree in Electronics & Communication Engineering from JNTU Anantapur, AP, found. To reduce the leakage power, this paper has India and M.Tech from JNTU, Hyderabad AP, India. She is presented a technique that generates the VBody. By presently working as an Assistant Professor in the observing the BTBT leakage current (IBTBT) and the Department of Electronics & Communication Engineering, subthreshold leakage current (ISUB), the body-bias K L University, Vijayawada, AP, India. She has 5 years of voltage is automatically generated and continuously experience in Teaching. She presented a paper in National adjusted by the control loop. By tuning the body bias Conference. voltage using the leakage-monitoring circuit, the 5.Dr.Fazal Noorbasha was born on 29th April 1982. He circuit can be biased at the optimal point where the received his, B.Sc. Degree in Electronics Sciences from subthreshold leakage current and the BTBT leakage BCAS College, Bapatla, Affiliated to the Acharya Nagarjuna University, Guntur, Andhra Pradesh, India, in current are balanced to accomplish the minimum 2003, M.Sc. Degree in Electronics Sciences from the Dr. leakage power, by using the stack transistor by HariSingh Gour University, Sagar, Madhya Pradesh, India, comparing op amp and the stack circuitry mostly in 2006, M.Tech. Degree in VLSI Technology, from the subthreshold leakage power has been reduced from North Maharashtra University, Jalgaon, Maharashtra, the stack circuitry only INDIA in 2008, and Ph.D. Degree in VLSI Specialization from Department Of Physics and Electronics, Dr. REFERENCES HariSingh Gour Central University, Sagar, Madhya Pradesh, India, in 2011. Presently he is working as a [1] M. Johnson, D. Somasekhar, and K. Roy, Associate Professor and VLSI Systems Research Group in “Leakage Control with Efficient Use of KL University. Transistor Stacks in Single Threshold CMOS,” in Proc. of the Design Auto. Conf., pp. 442– 445, June1999. [2] J. Halter and F. Najm, “A Gate-Level Leakage Power Reduction Method for Ultra Low Power CMOS Circuits,” in Proc. of the Custom Integrated Circuits Conf., pp. 475–478, 1997. [3] H. Kawaguchi, K. Nose, and T. Sakurai, “A Super Cut-off CMOS (SCCMOS) Scheme for 0.5-V Supply Voltage with Picoampere Stand- By Current,” IEEE J. of Solid State Circuits, vol. 35, pp. 1498–1501, Oct. 2000. pp. 1772– 1780, Nov. 1998. AUTHORS: 1.K.R.N.KARTHIK, completed Bachelors degree from Mallareddy Engineering College, affiliated to JNTU, Hyderabad. Pursuing M.Tech in VLSI at KL university, Vijayawada. 2. M.Nagesh Babu was born in Kurnool, Kurnool (Dist.), AP, India. He received B.Tech in Electronics & Communication Engineering from JNTU Anantapur, AP, India and M.Tech from JNTU, Hyderabad AP, India. He is presently working as an Associate Professor in the Department of Electronics & Communication Engineering, K L University, Vijayawada, AP, India. He has 9 years of Industry experience and 10 years of Teaching experience. He presented 2 papers in National conferences and published 5 papers in International Journals. 3. V.NarasimhaNayak was born in Khammam . AP, India. He received B.Tech in Electronics & Communication Engineering from SBIT, Khammam, AP, India and M.Tech from National Institute of Technology, Rourkela, India. He is working as Assistant Professor in Department of Electronics & Communication Engineering, KL University, 741 | P a g e