Performance Analysis of Different Adiabatic Logic Families

Similar documents
Adiabatic Logic Circuits for Low Power, High Speed Applications

Performance Analysis of Energy Efficient and Charge Recovery Adiabatic Techniques for Low Power Design

Adiabatic Logic Circuits: A Retrospect

International Journal Of Global Innovations -Vol.5, Issue.I Paper Id: SP-V5-I1-P04 ISSN Online:

Design and Analysis of Multiplexer in Different Low Power Techniques

Design of Energy Efficient Arithmetic Circuits Using Charge Recovery Adiabatic Logic

Comparative Analysis of Adiabatic Logic Techniques

Design and Analysis of Energy Efficient MOS Digital Library Cell Based on Charge Recovery Logic

Power Optimized Energy Efficient Hybrid Circuits Design by Using A Novel Adiabatic Techniques N.L.S.P.Sai Ram*, K.Rajasekhar**

Low Power Adiabatic Logic Design

Energy Efficient Design of Logic Circuits Using Adiabatic Process

Design and Analysis of Multiplexer using ADIABATIC Logic

SEMI ADIABATIC ECRL AND PFAL FULL ADDER

Design and Analysis of Energy Recovery Logic for Low Power Circuit Design

Design and Analysis of CMOS Cell Structures using Adiabatic Logic

Implementation of Low Power Inverter using Adiabatic Logic

DESIGN OF ADIABATIC LOGIC BASED COMPARATOR FOR LOW POWER AND HIGH SPEED APPLICATIONS

Comparative Analysis of Low Power Adiabatic Logic Circuits in DSM Technology

POWER EVALUATION OF ADIABATIC LOGIC CIRCUITS IN 45NM TECHNOLOGY

Comparison of adiabatic and Conventional CMOS

Improved Two Phase Clocked Adiabatic Static CMOS Logic Circuit

The Circuits Design using Dual-Rail Clocked Energy Efficient Adiabatic Logic

Design of Low Power Energy Efficient CMOS Circuits with Adiabatic Logic

Design of Energy Efficient Logic Using Adiabatic Technique

CHAPTER 5 DESIGN AND ANALYSIS OF COMPLEMENTARY PASS- TRANSISTOR WITH ASYNCHRONOUS ADIABATIC LOGIC CIRCUITS

Design and Analysis of f2g Gate using Adiabatic Technique

DESIGN & ANALYSIS OF A CHARGE RE-CYCLE BASED NOVEL LPHS ADIABATIC LOGIC CIRCUITS FOR LOW POWER APPLICATIONS

IMPLEMENTATION OF ADIABATIC DYNAMIC LOGIC IN BIT FULL ADDER

Comparative Analysis of Conventional CMOS and Adiabatic Logic Gates

Design and Analysis of CMOS and Adiabatic logic using 1:16 Multiplexer and 16:1 Demultiplexer

International Journal of Engineering Trends and Technology (IJETT) Volume 45 Number 5 - March 2017

Implementation of Power Clock Generation Method for Pass-Transistor Adiabatic Logic 4:1 MUX

LOW POWER CMOS CELL STRUCTURES BASED ON ADIABATIC SWITCHING

AN EFFICIENT ADIABATIC FULL ADDER DESIGN APPROACH FOR LOW POWER

Design And Implementation Of Arithmetic Logic Unit Using Modified Quasi Static Energy Recovery Adiabatic Logic

International Journal of Scientific & Engineering Research, Volume 4, Issue 5, May ISSN

Design and Implementation of combinational circuits in different low power logic styles

!"#$%&'()*(+*&,"*")"-./* %()0$12&'()*')*3#'343&'%*.3&"0*4/* (2&'135*&-3)0'0&(-*0'6').!

Cascadable adiabatic logic circuits for low-power applications N.S.S. Reddy 1 M. Satyam 2 K.L. Kishore 3

Low Power Parallel Prefix Adder Design Using Two Phase Adiabatic Logic

Design of Multiplier using Low Power CMOS Technology

A Comparative Analysis of Low Power and Area Efficient Digital Circuit Design

ADIABATIC LOGIC FOR LOW POWER DIGITAL DESIGN

Design of Multiplier Using CMOS Technology

Design and Comparison of power consumption of Multiplier using adiabatic logic and Conventional CMOS logic

DESIGN AND IMPLEMENTATION OF EFFICIENT LOW POWER POSITIVE FEEDBACK ADIABATIC LOGIC

Power-Area trade-off for Different CMOS Design Technologies

Design of Low power and Area Efficient 8-bit ALU using GDI Full Adder and Multiplexer

Chapter 3 DESIGN OF ADIABATIC CIRCUIT. 3.1 Introduction

A Literature Survey on Low PDP Adder Circuits

Design of Low Power Vlsi Circuits Using Cascode Logic Style

Implementation of Efficient 5:3 & 7:3 Compressors for High Speed and Low-Power Operations

Designing of Low-Power VLSI Circuits using Non-Clocked Logic Style

Design Analysis of 1-bit Comparator using 45nm Technology

Retractile Clock-Powered Logic

PERFORMANCE ANALYSIS OF ADIABATIC TECHNIQUES USING FULL ADDER FOR EFFICIENT POWER DISSIPATION

Design of Low Power CMOS Startup Charge Pump Based on Body Biasing Technique

A design of 16-bit adiabatic Microprocessor core

A Novel Approach for High Speed and Low Power 4-Bit Multiplier

DESIGN AND ANALYSIS OF LOW POWER CHARGE PUMP CIRCUIT FOR PHASE-LOCKED LOOP

Design and Analysis of CMOS based Low Power Carry Select Full Adder

Low Power 8-Bit ALU Design Using Full Adder and Multiplexer Based on GDI Technique

A High-Speed 64-Bit Binary Comparator

International Journal of Advance Engineering and Research Development

High Performance and Low power VLSI CMOS Circuit Designs using ONOFIC Approach

Low Power Multiplier Design Using Complementary Pass-Transistor Asynchronous Adiabatic Logic

Power Efficient adder Cell For Low Power Bio MedicalDevices

True Single-Phase Adiabatic Circuitry

A Low Power Array Multiplier Design using Modified Gate Diffusion Input (GDI)

Low-Power 4 4-Bit Array Two-Phase Clocked Adiabatic Static CMOS Logic Multiplier

International Journal of Scientific & Engineering Research, Volume 4, Issue 5, MAY-2013 ISSN

International Journal of Scientific & Engineering Research, Volume 6, Issue 7, July ISSN

DESIGN AND ANALYSIS OF LOW POWER ADDERS USING SUBTHRESHOLD ADIABATIC LOGIC S.Soundarya 1, MS.S.Anusooya 2, V.Jean Shilpa 3 1

Low Power 32-bit Improved Carry Select Adder based on MTCMOS Technique

Performance Evaluation of Digital CMOS Circuits Using Complementary Pass Transistor Network

Low Power 8-Bit ALU Design Using Full Adder and Multiplexer

Design of 32-bit ALU using Low Power Energy Efficient Full Adder Circuits

UNIT-III GATE LEVEL DESIGN

Design and Analyse Low Power Wallace Multiplier Using GDI Technique

PERFORMANCE EVALUATION OF SELECTED QUASI-ADIABATIC LOGIC STYLES

Design of Low Power Carry Look-Ahead Adder Using Single Phase Clocked Quasi-Static Adiabatic Logic

Design and Analysis of Full Adder using Different Logic Techniques

POWER DELAY PRODUCT AND AREA REDUCTION OF FULL ADDERS USING SYSTEMATIC CELL DESIGN METHODOLOGY

ADVANCES in NATURAL and APPLIED SCIENCES

LOW POWER VLSI TECHNIQUES FOR PORTABLE DEVICES Sandeep Singh 1, Neeraj Gupta 2, Rashmi Gupta 2

A Case Study of Nanoscale FPGA Programmable Switches with Low Power

Implementation of Carry Select Adder using CMOS Full Adder

II. Previous Work. III. New 8T Adder Design

A High Performance Asynchronous Counter using Area and Power Efficient GDI T-Flip Flop

DESIGN OF PARALLEL MULTIPLIERS USING HIGH SPEED ADDER

A HIGH SPEED & LOW POWER 16T 1-BIT FULL ADDER CIRCUIT DESIGN BY USING MTCMOS TECHNIQUE IN 45nm TECHNOLOGY

A Novel Low Power, High Speed 14 Transistor CMOS Full Adder Cell with 50% Improvement in Threshold Loss Problem

Modelling Of Adders Using CMOS GDI For Vedic Multipliers

Low Power VLSI Circuit Synthesis: Introduction and Course Outline

Power Optimized Dadda Multiplier Using Two-Phase Clocking Sub-threshold Adiabatic Logic

Design & Analysis of Low Power Full Adder

INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY (IJCET) HIGH-SPEED 64-BIT BINARY COMPARATOR USING NEW APPROACH

Intellect Amplifier, Current Clasped and Filled Current Approach Sense Amplifiers Techniques Based Low Power SRAM

Design and Implementation of Complex Multiplier Using Compressors

Design of Modified Shannon Based Full Adder Cell Using PTL Logic for Low Power Applications

Transcription:

Performance Analysis of Different Adiabatic Logic Families 1 Anitha.K, 2 Dr.Meena Srinivasan 1 PG Scholar, 2 Associate Professor Electronics and Communication Engineering Government College of Technology, Coimbatore, India Abstract With the increase in demand of portable electronic devices, it is necessary to design circuits with low power dissipation. Adiabatic logic design satisfies this need of low power dissipation by reducing power due to unwanted switching activity. Adiabatic logic state refers to the change of state that occurs without gain or loss of heat. Some of the partial and fully adiabatic logic families are analyzed with 2*1 multiplexer using Tanner EDA tool. All the adiabatic logic families achieve reduction in power dissipation compared with conventional CMOS logic. Among the adiabatic logic circuits, Efficient Charge Recovery Logic (ECRL) design results in 80% of power reduction when compared with conventional CMOS logic. Hence, 4*1 and 8*1 multiplexers are designed with ECRL logic which results in 42% and 39% of power reduction respectively. Keywords Adiabatic logic; CMOS Logic; MUX; Tanner EDA tool; Power dissipation I. INTRODUCTION Need for low power VLSI chips arise from the evolution of new processing technologies which contains large number of integrated circuits. The Intel microprocessor 4004 developed in 1971 had 2300 transistors, dissipating power of about 1 Watt at 1 MHz frequency. Similarly, the Pentium processor which was developed in 2001 has 42 million transistors, dissipating 65 Watts of power at 2.4 GHz frequency. Due to the fast development in processor industries, a single processor is capable of having billions of transistors within it. Hence, increase in power dissipation of processors would result in dissipation of power similar to that of a nuclear reactor. Such high power density results in low performance because of electro migration, thermal stresses etc. Hence there comes the need for low power dissipated circuits. Another important need for low power chips is the increased market demand for portable electronic devices powered by batteries. In conventional CMOS devices, power dissipation occurs mainly during switching activities. This power dissipation is reduced by reducing Vdd and C L or by power gating circuits. But adiabatic logic circuit reduces power due to unwanted switching activities. Hence, adiabatic logic circuits gains advantage over CMOS logic. The adiabatic logic circuit uses constant current source instead of constant voltage source as in case of conventional CMOS circuits. The constant current is capable of retrieving the energy back from the circuit and can reuse it. II. ADIABATIC LOGIC CIRCUITS A. CMOS Logic Circuits Power dissipation in conventional CMOS logic circuits [3] is mainly due to switching activities. As shown in fig.1, both the NMOS and PMOS transistors can be modeled by including a resistor in series with an ideal switch. The pull-up (Mp) and pulldown (Mn) resistance are connected to the load capacitance C L. When the input voltage Vin is at logic 1, the load capacitance is charged to Vdd through the pull-up resistance. Hence the energy dissipated from the power supply is C L.Vdd 2. If it is assumed that the energy drawn from the power supply is equal to that of the energy supplied to C L, then the energy stored in C L becomes, E stored =0.5 C L Vdd 2 (1) fig. 1 Charging and discharging of CMOS logic IJSDR1703013 International Journal of Scientific Development and Research (IJSDR) www.ijsdr.org 73

The remaining energy is dissipated in R. Similarly when the input voltage Vin is at logic 0, the load capacitance is charged to Vdd through the pull-down resistance. Therefore, the total amount of energy dissipated as heat during the charging and discharging of capacitance is, E total =E charge + E discharge (2) =0.5C L Vdd 2 + 0.5C L Vdd 2 =C L Vdd 2 B. Adiabatic Logic Circuits Adiabatic switching is used to minimize energy loss during charging and discharging of load capacitance. During adiabatic switching [2], all the nodes are charged or discharged at a constant current in order to minimize energy dissipation. Here the constant current source (time varying voltage source) as shown in fig.2 is used to charge the load capacitance C L instead of constant voltage source as in case of conventional CMOS circuits. Thus the energy dissipated using adiabatic switching is, E diss =(RC/T)(1/2CV 2 ) (3) where T is the charging time. Hence the energy dissipation can be reduced by increasing the charging time. fig. 2 Charging and discharging of Adiabatic logic C. Power Clock used for Adiabatic Switching The power clock generator is a major part of the entire adiabatic system design. The power clock generator used here is the combination of power supply and clock (i.e., it consists of frequency and voltage levels). The power clock used in adiabatic systems consists of four phases [11]. Each phase of the clock performs certain operations as shown in fig.3. fig. 3 One clock cycle of Power clock In the evaluation (E) stage, the outputs get evaluated from the stable input signal. During hold (H) stage, the output is kept stable to provide input to the next process. Similarly, recycle (R) stage provides the recovery of power supply and wait (W) stage provides symmetry for next clock cycle to continue. III.ADIABATIC LOGIC FAMILIES The adiabatic circuits need reversible logic to conserve energy [2]. Adiabatic logic offers a way to reuse the energy stored in the load capacitor instead of discharging the load capacitor to ground. Operations of adiabatic logic circuits are based on the rules such as never turn on a transistor when there is a voltage difference between the source and drain terminals and never change the voltage across the transistor suddenly. Adiabatic logic families are classified as: a) Partial Adiabatic b) Fully Adiabatic IJSDR1703013 International Journal of Scientific Development and Research (IJSDR) www.ijsdr.org 74

A. Partially Adiabatic: In partial adiabatic some charges gets transferred to the ground in the form of heat dissipation. Hence it recovers a part of the supply voltage. Some of the partially adiabatic logic families are: 1. Efficient Charge Recovery Logic (ECRL) 2. 2N-2N2P Adiabatic Logic 3. Positive Feedback Adiabatic Logic (PFAL) 4. Clocked Adiabatic Logic (CAL) B. Fully Adiabatic: In fully adiabatic circuits, all the charges gets recovered and fed back to the supply. Hence it becomes slower and complex [12]. Some of the fully adiabatic logic families are: 1. Pass Transistor Adiabatic Logic (PAL) 2. Two Phase Adiabatic Static CMOS Logic (2PASCL) 3. Split-Rail Charge Recovery Logic (SCRL) IV. LOGIC DESIGN AND OPERATION A. Efficient Charge Recovery Logic (ECRL) The ECRL logic shown in fig.4 uses cross-coupled PMOS transistors. It consists of two cross-coupled transistors M1 and M2 and two N-functional blocks [12]. fig. 4 Schematic of ECRL If the input voltage is high (also the power clock rises from 0 to Vdd), output remains at low because input turns on F-tree. When the power clock (pwr) reaches Vdd, the outputs hold valid logic levels. After the hold phase, pwr fall down to 0 and output node returns its energy to pwr so that the delivered charge is recovered. These values are used as inputs for the evaluation of the next stage. B.2N-2N2P Adiabatic Logic The fig.5 shows the schematic family of 2N-2N2P family. Its advantage [15] over ECRL is the cross-coupling effect of the NMOSFET switches, which produces non floating outputs during recovery phase. 2N-2N2P logic family differs from ECRL where it has a pair of cross coupled NMOS transistors in addition to the cross coupled PMOS transistors common to both the families. fig. 5 Schematic of 2N-2N2P logic IJSDR1703013 International Journal of Scientific Development and Research (IJSDR) www.ijsdr.org 75

C. Positive Feedback Adiabatic Logic (PFAL) PFAL [1] shows the lowest energy consumption when compared with all the other logic families. The schematic of PFAL logic shown in fig.6 consists of two PMOS transistors M1-M2 and two NMOS transistors M3-M4, which avoids logic level degradation on the output nodes. Fig. 6 Schematic of PFAL This logic family generates both positive and negative outputs. The functional blocks (n trees) are in parallel with the PMOSFET of the adiabatic logic. The two n-trees realize the logic function. D.Clocked Adiabatic Logic (CAL) fig. 7 Schematic of CAL The basic CAL gate [4] is shown in the fig.7. The cross- coupled CMOS inverter formed by transistors M1-M4 becomes the memory unit. The control signal CX controls the transistors that are in series with the logic function n-trees represented in blocks F and /F. E.Pass Transistor Adiabatic Logic (PAL) PAL consists of true and complementary transistors NMOS functional blocks (F, /F) and cross coupled PMOS latch (Mp1, Mp2) [4] as shown in fig.8. fig. 8 Schematic of PAL IJSDR1703013 International Journal of Scientific Development and Research (IJSDR) www.ijsdr.org 76

V.IMPLEMENTATION OF MUX A. CMOS 2:1 MUX fig. 9 Schematic of 2:1 MUX in CMOS logic The schematic of the 2:1 mux using CMOS logic is shown in fig 9. As it is a 2:1 mux, it posses 1 select line named s. B.ECRL 2:1 MUX The ECRL 2:1 mux schematic is shown in fig 10. fig. 10 Schematic of ECRL 2:1 MUX C.ECRL 4:1 MUX The schematic of the proposed 4:1 mux using ECRL logic is shown in fig 10. As it is a 4:1 mux, it posses 2 select lines named s and u. Here 4:1 mux is designed using 3, 2:1 mux which is also designed using ECRL logic. fig. 11 Schematic of proposed 4:1 ECRL MUX D.ECRL 8:1 MUX The schematic of the proposed 8:1 mux using ECRL logic is shown in fig 11. As it is a 8:1 mux, it consists of 3 select lines named s, u and v. Here 8:1 mux is designed using 2, 4:1 mux which is also designed using ECRL logic. IJSDR1703013 International Journal of Scientific Development and Research (IJSDR) www.ijsdr.org 77

fig. 12 Schematic of proposed 8:1 ECRL MUX E.CMOS RIPPLE CARRY ADDER The schematic of 4-bit ripple carry adder is designed using CMOS logic as shown in fig 12. fig. 13 Schematic of 4-bit Ripple Carry Adder V.SIMULATION RESULTS A.MUX Comparison The 2:1 multiplexer (MUX) was designed using CMOS logic in S-Edit of Tanner EDA and simulated in T-spice of Tanner EDA tool. The power dissipation of the circuit is shown in table I. TABLE I. ANALYSIS OF CMOS 2:1 MUX CMOS 2:1 MUX 100 1 2.24 100 1.8 6.78 200 1 2.12 200 1.8 6.42 The 2:1 MUX was designed in all adiabatic logic circuits and simulated in Tanner EDA tool and all logics achieves reduction in power as shown in table II. TABLE II. ANALYSIS OF 2:1 MUX WITH DIFFERENT ADIABATIC LOGICS PFAL 2N-2N2P ECRL CAL 100 1 0.977 1.454 0.297 1.440 100 1.8 2.845 3.988 0.927 4.294 200 1 0.985 1.449 0.286 1.428 200 1.8 2.829 3.952 0.883 4.24 IJSDR1703013 International Journal of Scientific Development and Research (IJSDR) www.ijsdr.org 78

From the analysis of adiabatic logic circuits, ECRL is considered to achieve large power reduction. Hence, 4:1 MUX and 8:1 MUX was proposed using ECRL logic and it achieves large power reduction when compared with conventional CMOS logic as shown in table III and table IV. TABLE III. ANALYSIS OF PROPOSED 4:1 MUX CMOS 4:1 MUX ECRL 4:1 MUX 100 1 5.076 3.158 100 1.8 15.82 9.13 200 1 4.809 3.184 200 1.8 14.99 9.11 TABLE IV. ANALYSIS OF PROPOSED 8:1 MUX CMOS 8:1 MUX ECRL 8:1 MUX 100 1 12.96 8.534 100 1.8 37.10 22.59 200 1 12.28 8.541 200 1.8 35.15 22.48 A.FULL ADDER The full adder schematic was designed in CMOS logic using Tanner EDA tool. The results of the simulation were analyzed in table V. From the obtained results of sum and carry, full adder circuit is designed with CMOS logic. TABLE V. ANALYSIS OF CMOS FULL ADDER CMOS SUM CMOS CARRY 100 1 1.44 1.22 100 1.8 4.56 2.97 200 1 1.37 1.15 200 1.8 4.32 2.63 B.RIPPLE CARRY ADDER The ripple carry adder schematic was designed in CMOS logic using Tanner EDA tool. The results of the simulation were analyzed in table VI. VI.CONCLUSION TABLE VI. ANALYSIS OF PROPOSED CMOS RIPPLE CARRY ADDER(4 BIT) CMOS RCA 100 1 8.173 100 1.8 33.93 200 1 7.743 200 1.8 32.14 In this paper, comparison between different adiabatic logic families and conventional CMOS logic is done using Tanner EDA tool. From the analysis, the adiabatic logic ECRL achieves more power reduction than all other logic design. For the 4*1 mux, ECRL achieves 42.28%reduction in power when compared with conventional CMOS logic. Similarly, for the 8*1 mux, ECRL achieves 39.11% of power reduction when compared with conventional CMOS logic. Hence ECRL adiabatic logic can be used in design of portable low power devices. IJSDR1703013 International Journal of Scientific Development and Research (IJSDR) www.ijsdr.org 79

REFERENCES [1] PreetiBhati and Navaid Z. Rizvi Adiabatic Logic: An Alternative Approach To Low Power Application Circuits, International Conference on Electrical, Electronics and Optimization Techniques (ICEEOT), IEEE Journal of pp.4255-4260,march 2016. [2] W. C. Athas, L.J. Svensson, J.G. Koller, N. Tzartzanis, and E. Chou, Low power digital systems based on adiabaticswitching principles, IEEE Trans. VLSI Systems, vol. 2, no. 4, pp. 398-407, Dec. 1994. [3] P. Chandrakasan, S. Sheng, and R. W. Brodersen, Low-power CMOS digital design, IEEE J. Solid-State Circ., vol. 27, no. 4, pp. 473 484, Apr. 1992. [4] G. Dickinson and J. S. Denker, Adiabatic dynamic logic, IEEE J. Solid-State Circuits, vol. 30, pp. 311 315, Mar. 1995. [5] T. Gabara, Pulsed Power Supply CMOS, Technical Digest IEEE Symposium Low Power Electronics, San Diego, pp. 98-99, Oct. 1994. [6] AshmeetKaurBakshi and Manoj Kumar, Design of basic gates using ECRL and PFAL, IEEE 2013. [7] Blotti, S. Di Pascoli and R. Saletti: Simple model for positive feedback adiabatic logic power consumption estimation. ElectronicsLetters, Vol. 36, No. 2, Jan. 2000. [8] A.Schlaffer and J. A. Nossek, Is there a connection between adiabatic switching and reversible computing?,institute for Network Theory and Circuit Design, Munich University of Technology. [9] K. Lo and P. C. H. Chan, An adiabatic differential logic for low power digital systems, IEEE Trans. Circuits Syst. II, vol. 46, pp.1245 1250, Sept. 1999. [10] V.G. Oklobdzija, D. Maksimovic, L. Fengcheng, Pass-transistor adiabatic logic using single power-clock supply, IEEE Trans. Circ. Syst. II, Vol. 44, pp. 842-846, Oct. 1997 [11] PD Khandekar, S Subbaraman,Manish Patil Low power Digital Design Using Energy-Recovery Adiabatic Logic International Journal of Engineering Research and Industrial Appllications,Vol1,No.III,pp199-2081994, pp. 94-97. [12] SubhanshiAgarwal and Manoj Sharma, Semi Adiabatic ECRL and PFAL Full Adder, in CSCP, 2013. [13] N. Zhuang and H.Wu, (1992) A New Design of the CMOS Full Adder, IEEE Journal of Solid-stateCircuits, Vol. 27, No. 5, pp 840-844. R K. Navi, Md.Reza Saatchi and O.Daei,(2009) A High-Speed Hybrid Full Adder, European Journal of Scientific Research,Vol 26 No.1,pp 29-33. [14] S.Kang and Y.Leblebici (2003), CMOS Digital Integrated Circuits Analysis and Design, McGraw- Hill. [15] J.Rabey, M.Pedram, Low Power Design Methodologies, Kluwer Academic Publishers, 5th edition, pp5-7,2002. IJSDR1703013 International Journal of Scientific Development and Research (IJSDR) www.ijsdr.org 80