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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1231
FPGA IMPLEMENTATION OF BIST IN OFDM TRANSCEIVERS
Rinitha.R1, Ponni.R2
1PG student, Dept. of Electronics and Communication Engineering, Kings College of Engineering, Tamilnadu, India
2Assistant Professor, Dept. of Electronics and Communication Engineering, Kings College of Engineering,
Tamilnadu, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Testing of VLSI circuits is an essential one to
ensure the high quality and proper functionality ofthesystem.
Due to the circuit complexity, it is very difficult to test it. For
this issue the concept of Built-in Self-Test (BIST) is introduced.
BIST is a mechanism that permits a circuit to test itself. Small
additional circuitry, power or envelope detectors can be used
for BIST purpose. BIST in wireless communication system
measure the imbalance parameters and non linear
characteristics. Here the BIST is usedinOrthogonalFrequency
Division Multiplexing (OFDM) transceivers forthedetection of
Bit Error Rate (BER) and also reduce it. BER can be
demarcated as the number of received bits of a data stream
over a communication channel that can be affected due to
noise, interference and distortion or bit synchronization
errors. This system mainly focuses the performanceofOFDM –
PSK, BPSK and QPSK system by using Reed-Solomon codes.
These codes are used to encode the data stream that can be
passed through communication channels resembling AWGN
(Additive White Gaussian Noise) channel. Various simulations
are performed for different modulationschemes inMATLABto
find best BER performance.
Key Words: Built-in Self-Test (BIST),Orthogonal Frequency
Division Multiplexing(OFDM),BitErrorRate(BER),Additive
White Gaussian Noise(AWGN), Reed-Solomon codes.
1.INTRODUCTION
Test cost becomes a significant contributor to the
production cost. Efforts to reduce the manufacturing cost
require the need of BIST implementation in contrast to
Automatic Test Equipment (ATE) which results in higher
capital and operational cost. It helpsreductionoftesttimeas
it reduces the switching time of ATE instruments and
measurement of complex circuitry using low cost testing
solutions. In most Built-in-Self-Test (BIST) techniques, a
small piece of circuit is added to the design in order to
convert the system response to a simpler form with lower
frequency that makes on-chip analysis feasible. The Radio
Frequency (RF) to low frequency conversion in BIST can be
enabled using peak, power, or envelope detectors.
Such BIST techniques havebeenproposedtocharacterize
RF blocks, such as low noise amplifiers (LNAs), or power
amplifiers (PAs), or the entire transmitter chain. The BIST
circuit detects amplitude alterations at the outputs of the
differential LNA due to parametric orcatastrophic faults,and
provides a single digital Pass/Fail indication signal. Most of
the prior work on BIST for transceivers focuses on the
characterization of noise figure, gain and nonlinearity of the
devices. However, the Bit Error Rate (BER) is also
detrimental and need to be characterized.SotheBISTcircuit
is used in Orthogonal Frequency Division Multiplexing
(OFDM) system for the measure of BER. In wireless
communication the system performance is determined by
the BER performance. It is increasingly believed that OFDM
results in an improved downlink multimedia service require
high data rate communications, but this condition is
significantly limitedbyinter-symbol interference(ISI)dueto
the existence of the multiple paths. There are many
multicarrier modulation techniques.
During digital data transmission and storage operations,
performance criterion is commonly determined by BER.Itis
the ratio of the number of error bits to the number of total
bits. Noise in transmission medium disrupts the signal and
causes data corruptions. Relation between signal and noise
power is described with SNR (Signal-to-Noise Ratio).
Generally, SNR is explained with signal power/BER. It
means, the less the BER result is the higher the SNR and the
better communication quality. To meet the requirements
discussed above, BIST circuit isusedinOFDMbased wireless
communication system.
2. CONCEPT OF BIST IN TRANSCEIVERS
The increasing functional complexity of electronic
components and system makes testing a demanding task,
particularly under the constraints of high quality and low
cost. The different test approaches have been developed to
describe the circuit at different levels based on the existing
variety of models. They are Functional testing, IDDQ test,
Scan test etc. But compare to other testing methods BIST is
more efficient and also consist of many advantages over
testing. The basic architecture of BIST is shown in Figure 1
which consist of Input, CUT and Output
Fig-1: Basic BIST architecture
The above BIST architecture consist of three steps: The
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1232
first step is defined as initial state or it uses some
functionality by applying the input response tothecircuit.In
the second step the circuit processestheinput response.The
third step is checking and produces the correct output
response of the circuit.
Generally the BIST circuit is used in transceiver for the
measurement of non-linear parameters like phase noise,
noise margin, Signal to Noise Ratio (SNR), in-phase and
quadrature imbalance. The BIST circuit with Reed Solomon
(RS) coder blocks in the transceivers forthemeasureofBER.
3. PROPOSED BIST IN OFDM TRANSCEIVERS
Generally in the concept of BIST, a part of a circuit is used
to test the circuit itself. In this paper the BIST circuit is
implemented using RS coder as it includes the in-built RS
encoder and RS decoder blocks. Hence, differentmodulation
schemes are compared in this proposed system. The
modulation schemes such as BPSK, QPSK and PSKhavebeen
used. The BER performances for the above mentioned
schemes have been derived and the Bit Error Rate
performances of the different modulation schemes have
been compared and the best modulation scheme with the
least BER is identified.
Fig-2 : Block diagram of BIST circuit in OFDM system
Figure 2 shows the block diagram of proposed system
which consist of BIST circuit, modulator and de-modulator,
sub-carrier and sub-carrier de-mapping, IFFT and FFT, cp-
cyclic prefix. Orthogonal frequency-division
multiplexing (OFDM) is a method of encoding digital data on
multiple carrier frequencies.. OFDM is a frequency-division
multiplexing (FDM) scheme used as a digital multi-
carrier modulation method. A large number of closely
spaced orthogonal sub-carrier signals are used to
carry data on several parallel data streamsorchannels.Each
sub-carrier is modulated with a conventional modulation
scheme(suchas quadrature amplitudemodulation or phase-
shift keying) at a low symbol rate, maintaining total data
rates similar to conventional single-carrier modulation
schemes in the same bandwidth.
3.1 Reed Solomon Encoding and Decoding Blocks
Figure 3 shows the RS block diagram of the procedure of
encoding and decoding data. First in the RS encoder block,
the input data is converted to symbols (each m binary data
converted to a decimal symbol).Thissymbolsisconvertedto
a number of parallel messages (message length= s)knowing
that, before this procedurezerosmust bepaddedtogenerate
an integer number of messages if necessary. Then the data
encoded (messages become codes). After that the parallel
codes are converted to serial codes. These codes are passed
through a transmitter (modulation procedure), channel and
receiver (demodulation process). In the RS decoder block,
the procedure that has been applied on the received codes
will be opposite to that in the RS encoder block.
Fig-3: Reed Solomon block diagram
3.2 Mathematical Description
OFDM consists of multiple carriers. Each carrier can be
presented as a complex waveform
Sc(t)=Ac(t) (1)
Where Ac(t) is amplitude of the signal Sc(t) and is
phase of the signal Sc(t). The complexsignal canbedescribed
by the Eq(2) as
Ss(t)= (2)
This is a continuous signal. Each component of the signal
over one symbol period can take fixedvaluesofthevariables
like:
→
An(t) → An
Where n is the number of OFDM block. T is the time
interval and the signal is sampled by then it can be
represented by the Eq(3)as:
SS(kT)= (3)
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1233
Let then the signal becomes :
SS(kT) = (4)
The signal is compared with general Inverse Fourier
Transform (IFT):
g(kT) = (5)
Here, s(kT) is time domain signal .
Here, is symbol duration period. The OFDM signal can
be defined by Fourier Transform. The use of Fast Fourier
Transform (FFT) can obtain frequency domain OFDM
symbols and Inverse Fast Fourier Transform (IFFT) can
obtain time domain symbols. These can be written as:
Fast Fourier Transform
(6)
Inverse Fast Fourier Transform
(7)
Where, 0
BER Calculation:
The BER of BPSK in AWGN can be calculated as:
or
Since there is only one bit per symbol, this is also the
symbol error rate.
For M-PSK
(8)
For QPSK
(9)
The symbol error rate is given by:
4.SIMULATION RESULT AND OBSERVATIONS
The simulation results of different modulation schemes
with corresponding BER obtained from the MATLAB.
Table 1 OFDM simulation parameters
Parameters used in the simulation of OFDM inthispaper
are summarized in Table 1. The performance of OFDM in
BIST circuit with the Reed-Solomon coder was simulated in
different modulation techniques. The BER is the numbers of
received bits that have been attenddueto noise,interference
and distortion, divided by the total number of transferred
bits during a studied time interval.
Parameters Values
No of data bits 493
Signal cancellation M = 4
Total no of bits to be
transmitted over the
transmitter
n = 511
Size of each OFDM block block-size = 7
Length of cyclic prefix 0.1 * Block-size
No of IFFT and FFT points 8-Points
SNR variation 0-30 dB
Modulation Types M-PSK, QPSK, BPSK
Channel Type AWGN
Algorithm RS-codes
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1234
Fig-4: BER performance of M=8 PSK
Fig-5: BER performance of M=16 PSK
Fig-6: BER performance of QPSK
Fig-7: BER performance of BPSK
On comparing the Bit error rate for M=8PSK,M=16PSK,
QPSK and BPSK it is conclude that for the same number of
transmitted bit the BER for M=16PSK is 83%, M=8 PSK is 68
%, QPSK is 39 % and BPSK is 15% so BER for BPSK is high in
comparison with QPSK and M-PSK with same channel
characteristics.
5. FPGA IMPLEMENTATION OF BIST CIRCUIT
On comparing the different modulation schemes BPSK
can be viewed as the best for BER performance. This can be
further implemented in FPGA to reduce the computational
complexity and time consumption. Figure 8 shows the FPGA
implementation of BIST circuit.
Fig-8: FPGA implementation of BIST circuit
6. CONCLUSION
In this paper the BIST circuit explores an idea about the
comparative evaluation on the basis of BER for different
styles of modulation schemes incorporating the RS encoder
and RS decoder. The BER is approaching theoretical limits.
Simulation is done to improve the BER and reliability. The
BIST circuit in transceivers eliminates the dependence on
expensive instrumentation. The imbalance parameter and
nonlinear characteristics are measured by BIST in wireless
communication. The proposed system compares the
performance of OFDM-PSK, BPSK & QPSK system by making
use of the Reed Solomon coder. The best modulationscheme
is classified and identified which has the least BER. Various
modulation schemes are simulated and compared in
MATLAB to find the best BER performance. BIST circuit
detects the BER performance and also reduces it.
REFERENCES
[1] Afsaneh nassery,sirnathbyregowda ,”Built-inSelf-Test
of transmitter I/Q mismatch and non-linearity using
self-mixing envelope detector”IEEE ,vol
23,No.2,February 2015.
[2] Alireza Tarighat, Rahim Bagheri and Ali H. Sayed,
“compensation schemes and performance analysis of
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1235
IQ imbalance in OFDM Receivers”,IEEE,
vol.53,No.8,August 2005.
[3] Manish Trikha, Neha Sharma ,Manas Singhal, “BER
performance comparison between QPSK and 4-QA
modulationschemes”,MITIJEIE,vol.3,No.2,August2013.
[4] Shriram Gupta, Sarita Singh Bhadauria,”comparisionof
Bit error rate in OFDM system by using MMSE
equalizer”,IJRET,vol.1,Issue 3,August 2013.
[5] Saroj Kanta Pattanaik, Shubhendu Kumar
Sarangi,”Performance of BER in OFDM system using
different channels and modulation techniques”,IJERA,
vol.3,Issue 4,August 2014.
[6] J.P.Panwar, Dr.Y.V.Jain,”Evalution of BER and PAPR by
using different modulation schemes in OFDM
system”,IJCNCS,vol.3,No.7,JULY 2015.
[7] LambrosE.Dermentzoglou, Angela Arapoyanni,”ABuilt-
in test circuit for RF differential Low Noise
amplifiers”,IEEE,Vol.57,No.7,July 2010.

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FPGA Implementation of BIST in OFDM Transceivers

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1231 FPGA IMPLEMENTATION OF BIST IN OFDM TRANSCEIVERS Rinitha.R1, Ponni.R2 1PG student, Dept. of Electronics and Communication Engineering, Kings College of Engineering, Tamilnadu, India 2Assistant Professor, Dept. of Electronics and Communication Engineering, Kings College of Engineering, Tamilnadu, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Testing of VLSI circuits is an essential one to ensure the high quality and proper functionality ofthesystem. Due to the circuit complexity, it is very difficult to test it. For this issue the concept of Built-in Self-Test (BIST) is introduced. BIST is a mechanism that permits a circuit to test itself. Small additional circuitry, power or envelope detectors can be used for BIST purpose. BIST in wireless communication system measure the imbalance parameters and non linear characteristics. Here the BIST is usedinOrthogonalFrequency Division Multiplexing (OFDM) transceivers forthedetection of Bit Error Rate (BER) and also reduce it. BER can be demarcated as the number of received bits of a data stream over a communication channel that can be affected due to noise, interference and distortion or bit synchronization errors. This system mainly focuses the performanceofOFDM – PSK, BPSK and QPSK system by using Reed-Solomon codes. These codes are used to encode the data stream that can be passed through communication channels resembling AWGN (Additive White Gaussian Noise) channel. Various simulations are performed for different modulationschemes inMATLABto find best BER performance. Key Words: Built-in Self-Test (BIST),Orthogonal Frequency Division Multiplexing(OFDM),BitErrorRate(BER),Additive White Gaussian Noise(AWGN), Reed-Solomon codes. 1.INTRODUCTION Test cost becomes a significant contributor to the production cost. Efforts to reduce the manufacturing cost require the need of BIST implementation in contrast to Automatic Test Equipment (ATE) which results in higher capital and operational cost. It helpsreductionoftesttimeas it reduces the switching time of ATE instruments and measurement of complex circuitry using low cost testing solutions. In most Built-in-Self-Test (BIST) techniques, a small piece of circuit is added to the design in order to convert the system response to a simpler form with lower frequency that makes on-chip analysis feasible. The Radio Frequency (RF) to low frequency conversion in BIST can be enabled using peak, power, or envelope detectors. Such BIST techniques havebeenproposedtocharacterize RF blocks, such as low noise amplifiers (LNAs), or power amplifiers (PAs), or the entire transmitter chain. The BIST circuit detects amplitude alterations at the outputs of the differential LNA due to parametric orcatastrophic faults,and provides a single digital Pass/Fail indication signal. Most of the prior work on BIST for transceivers focuses on the characterization of noise figure, gain and nonlinearity of the devices. However, the Bit Error Rate (BER) is also detrimental and need to be characterized.SotheBISTcircuit is used in Orthogonal Frequency Division Multiplexing (OFDM) system for the measure of BER. In wireless communication the system performance is determined by the BER performance. It is increasingly believed that OFDM results in an improved downlink multimedia service require high data rate communications, but this condition is significantly limitedbyinter-symbol interference(ISI)dueto the existence of the multiple paths. There are many multicarrier modulation techniques. During digital data transmission and storage operations, performance criterion is commonly determined by BER.Itis the ratio of the number of error bits to the number of total bits. Noise in transmission medium disrupts the signal and causes data corruptions. Relation between signal and noise power is described with SNR (Signal-to-Noise Ratio). Generally, SNR is explained with signal power/BER. It means, the less the BER result is the higher the SNR and the better communication quality. To meet the requirements discussed above, BIST circuit isusedinOFDMbased wireless communication system. 2. CONCEPT OF BIST IN TRANSCEIVERS The increasing functional complexity of electronic components and system makes testing a demanding task, particularly under the constraints of high quality and low cost. The different test approaches have been developed to describe the circuit at different levels based on the existing variety of models. They are Functional testing, IDDQ test, Scan test etc. But compare to other testing methods BIST is more efficient and also consist of many advantages over testing. The basic architecture of BIST is shown in Figure 1 which consist of Input, CUT and Output Fig-1: Basic BIST architecture The above BIST architecture consist of three steps: The
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1232 first step is defined as initial state or it uses some functionality by applying the input response tothecircuit.In the second step the circuit processestheinput response.The third step is checking and produces the correct output response of the circuit. Generally the BIST circuit is used in transceiver for the measurement of non-linear parameters like phase noise, noise margin, Signal to Noise Ratio (SNR), in-phase and quadrature imbalance. The BIST circuit with Reed Solomon (RS) coder blocks in the transceivers forthemeasureofBER. 3. PROPOSED BIST IN OFDM TRANSCEIVERS Generally in the concept of BIST, a part of a circuit is used to test the circuit itself. In this paper the BIST circuit is implemented using RS coder as it includes the in-built RS encoder and RS decoder blocks. Hence, differentmodulation schemes are compared in this proposed system. The modulation schemes such as BPSK, QPSK and PSKhavebeen used. The BER performances for the above mentioned schemes have been derived and the Bit Error Rate performances of the different modulation schemes have been compared and the best modulation scheme with the least BER is identified. Fig-2 : Block diagram of BIST circuit in OFDM system Figure 2 shows the block diagram of proposed system which consist of BIST circuit, modulator and de-modulator, sub-carrier and sub-carrier de-mapping, IFFT and FFT, cp- cyclic prefix. Orthogonal frequency-division multiplexing (OFDM) is a method of encoding digital data on multiple carrier frequencies.. OFDM is a frequency-division multiplexing (FDM) scheme used as a digital multi- carrier modulation method. A large number of closely spaced orthogonal sub-carrier signals are used to carry data on several parallel data streamsorchannels.Each sub-carrier is modulated with a conventional modulation scheme(suchas quadrature amplitudemodulation or phase- shift keying) at a low symbol rate, maintaining total data rates similar to conventional single-carrier modulation schemes in the same bandwidth. 3.1 Reed Solomon Encoding and Decoding Blocks Figure 3 shows the RS block diagram of the procedure of encoding and decoding data. First in the RS encoder block, the input data is converted to symbols (each m binary data converted to a decimal symbol).Thissymbolsisconvertedto a number of parallel messages (message length= s)knowing that, before this procedurezerosmust bepaddedtogenerate an integer number of messages if necessary. Then the data encoded (messages become codes). After that the parallel codes are converted to serial codes. These codes are passed through a transmitter (modulation procedure), channel and receiver (demodulation process). In the RS decoder block, the procedure that has been applied on the received codes will be opposite to that in the RS encoder block. Fig-3: Reed Solomon block diagram 3.2 Mathematical Description OFDM consists of multiple carriers. Each carrier can be presented as a complex waveform Sc(t)=Ac(t) (1) Where Ac(t) is amplitude of the signal Sc(t) and is phase of the signal Sc(t). The complexsignal canbedescribed by the Eq(2) as Ss(t)= (2) This is a continuous signal. Each component of the signal over one symbol period can take fixedvaluesofthevariables like: → An(t) → An Where n is the number of OFDM block. T is the time interval and the signal is sampled by then it can be represented by the Eq(3)as: SS(kT)= (3)
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1233 Let then the signal becomes : SS(kT) = (4) The signal is compared with general Inverse Fourier Transform (IFT): g(kT) = (5) Here, s(kT) is time domain signal . Here, is symbol duration period. The OFDM signal can be defined by Fourier Transform. The use of Fast Fourier Transform (FFT) can obtain frequency domain OFDM symbols and Inverse Fast Fourier Transform (IFFT) can obtain time domain symbols. These can be written as: Fast Fourier Transform (6) Inverse Fast Fourier Transform (7) Where, 0 BER Calculation: The BER of BPSK in AWGN can be calculated as: or Since there is only one bit per symbol, this is also the symbol error rate. For M-PSK (8) For QPSK (9) The symbol error rate is given by: 4.SIMULATION RESULT AND OBSERVATIONS The simulation results of different modulation schemes with corresponding BER obtained from the MATLAB. Table 1 OFDM simulation parameters Parameters used in the simulation of OFDM inthispaper are summarized in Table 1. The performance of OFDM in BIST circuit with the Reed-Solomon coder was simulated in different modulation techniques. The BER is the numbers of received bits that have been attenddueto noise,interference and distortion, divided by the total number of transferred bits during a studied time interval. Parameters Values No of data bits 493 Signal cancellation M = 4 Total no of bits to be transmitted over the transmitter n = 511 Size of each OFDM block block-size = 7 Length of cyclic prefix 0.1 * Block-size No of IFFT and FFT points 8-Points SNR variation 0-30 dB Modulation Types M-PSK, QPSK, BPSK Channel Type AWGN Algorithm RS-codes
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1234 Fig-4: BER performance of M=8 PSK Fig-5: BER performance of M=16 PSK Fig-6: BER performance of QPSK Fig-7: BER performance of BPSK On comparing the Bit error rate for M=8PSK,M=16PSK, QPSK and BPSK it is conclude that for the same number of transmitted bit the BER for M=16PSK is 83%, M=8 PSK is 68 %, QPSK is 39 % and BPSK is 15% so BER for BPSK is high in comparison with QPSK and M-PSK with same channel characteristics. 5. FPGA IMPLEMENTATION OF BIST CIRCUIT On comparing the different modulation schemes BPSK can be viewed as the best for BER performance. This can be further implemented in FPGA to reduce the computational complexity and time consumption. Figure 8 shows the FPGA implementation of BIST circuit. Fig-8: FPGA implementation of BIST circuit 6. CONCLUSION In this paper the BIST circuit explores an idea about the comparative evaluation on the basis of BER for different styles of modulation schemes incorporating the RS encoder and RS decoder. The BER is approaching theoretical limits. Simulation is done to improve the BER and reliability. The BIST circuit in transceivers eliminates the dependence on expensive instrumentation. The imbalance parameter and nonlinear characteristics are measured by BIST in wireless communication. The proposed system compares the performance of OFDM-PSK, BPSK & QPSK system by making use of the Reed Solomon coder. The best modulationscheme is classified and identified which has the least BER. Various modulation schemes are simulated and compared in MATLAB to find the best BER performance. BIST circuit detects the BER performance and also reduces it. REFERENCES [1] Afsaneh nassery,sirnathbyregowda ,”Built-inSelf-Test of transmitter I/Q mismatch and non-linearity using self-mixing envelope detector”IEEE ,vol 23,No.2,February 2015. [2] Alireza Tarighat, Rahim Bagheri and Ali H. Sayed, “compensation schemes and performance analysis of
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1235 IQ imbalance in OFDM Receivers”,IEEE, vol.53,No.8,August 2005. [3] Manish Trikha, Neha Sharma ,Manas Singhal, “BER performance comparison between QPSK and 4-QA modulationschemes”,MITIJEIE,vol.3,No.2,August2013. [4] Shriram Gupta, Sarita Singh Bhadauria,”comparisionof Bit error rate in OFDM system by using MMSE equalizer”,IJRET,vol.1,Issue 3,August 2013. [5] Saroj Kanta Pattanaik, Shubhendu Kumar Sarangi,”Performance of BER in OFDM system using different channels and modulation techniques”,IJERA, vol.3,Issue 4,August 2014. [6] J.P.Panwar, Dr.Y.V.Jain,”Evalution of BER and PAPR by using different modulation schemes in OFDM system”,IJCNCS,vol.3,No.7,JULY 2015. [7] LambrosE.Dermentzoglou, Angela Arapoyanni,”ABuilt- in test circuit for RF differential Low Noise amplifiers”,IEEE,Vol.57,No.7,July 2010.