The several assets for high-speed data transmission over wireless uses the Orthogonal Frequency Division
Multiplexing (OFDM) as it is a multicarrier transmission scheme. A large number of narrow bandwidth carriers is
therefore adopted by the OFDM. Individually for an OFDM, each subcarrier is attenuated under the frequency-selective
and fast fading channel, therefore the resulting gain is high attenuation which leads to poor performance of all OFDM
subcarriers if the same fixed transmission scheme are used. Thus the main goal of the indicated paper is to grab an
understanding of the inequality between fixed & adaptive modulations schemes as the introduction of the adaptive
modulation. The need for the above system is to make use of the speaker's voice to check their character and control
approach to administrations, for example, voice dialing data administrations, voice send, and security control for secret
data. The performance of paperwork basically states that implementation of adaptive modulation is done into blocks of
adjacent subcarriers which is the result of dividing whole subcarriers. Therefore the equivalent modulation scheme which
is the calculation of average instantaneous signal to noise (SNR) is exercised to entire subcarriers of the equal block. The
OFDM system average bit error rate (BER) performance is observed here under fixed modulation and adaptive
modulation, and these modulation techniques are recorded by accepting the different inverse fast Fourier transforms
(IFFT) size and uncomplicated adaptive Quadrature amplitude modulation (QAM) strategy. The simulation in MATLAB
shows the results as the performance of fixed modulation is inferior to that of the BER performance of OFDM system
using adaptive modulation. The prospective adaptive modulation and coding Technique uses OFDM to manage the fixed
BER under changing the channel.
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
Performance improvement of ofdm
1. International Journal of Advance Engineering and Research
Development
Volume 6, Issue 12, December -2019
@IJAERD-2019, All rights Reserved 74
Scientific Journal of Impact Factor (SJIF): 5.71 e-ISSN (O): 2348-4470
p-ISSN (P): 2348-6406
PERFORMANCE IMPROVEMENT OF OFDM
1
Vishakhal Kulkarni, 2
Vitthal Bhosale, 3
Dr. R.M. Autee
1,2,3
Electronics And Telecommunication Department, Deogiri Institute Of Engineering And Management Studies
Abstract - The several assets for high-speed data transmission over wireless uses the Orthogonal Frequency Division
Multiplexing (OFDM) as it is a multicarrier transmission scheme. A large number of narrow bandwidth carriers is
therefore adopted by the OFDM. Individually for an OFDM, each subcarrier is attenuated under the frequency-selective
and fast fading channel, therefore the resulting gain is high attenuation which leads to poor performance of all OFDM
subcarriers if the same fixed transmission scheme are used. Thus the main goal of the indicated paper is to grab an
understanding of the inequality between fixed & adaptive modulations schemes as the introduction of the adaptive
modulation. The need for the above system is to make use of the speaker's voice to check their character and control
approach to administrations, for example, voice dialing data administrations, voice send, and security control for secret
data. The performance of paperwork basically states that implementation of adaptive modulation is done into blocks of
adjacent subcarriers which is the result of dividing whole subcarriers. Therefore the equivalent modulation scheme which
is the calculation of average instantaneous signal to noise (SNR) is exercised to entire subcarriers of the equal block. The
OFDM system average bit error rate (BER) performance is observed here under fixed modulation and adaptive
modulation, and these modulation techniques are recorded by accepting the different inverse fast Fourier transforms
(IFFT) size and uncomplicated adaptive Quadrature amplitude modulation (QAM) strategy. The simulation in MATLAB
shows the results as the performance of fixed modulation is inferior to that of the BER performance of OFDM system
using adaptive modulation. The prospective adaptive modulation and coding Technique uses OFDM to manage the fixed
BER under changing the channel.
Keywords - BCH coding, Convolution coding, Bit Error Rate (BER), Signal To Noise Ratio (SNR), Orthogonal Frequency
Division Multiplexing (OFDM), Adaptive Modulation.
I. INTRODUCTION
A new element to the upcoming wireless communications whose intense ambition is to grant the universal, personal and
multimedia communication without the involvement of the mobility or location with high data rates has opened due to the
explosion in wireless technology during the prior few years. One of the auspicious bidders for the fringe of ISI is none
other than the Orthogonal Frequency Division Multiplexing (OFDM). The OFDM signal bandwidth is prorated into
narrowband channels. To eradicate the consequences of delay spread each subchannel is customarily selected. To
accelerate the endorsement of OFDM apparatus merchants are coming together as part of a 4G set of standards. The
transmission bandwidth for each carrier being modulated is shared by a low rate data stream for the many carriers in the
orthogonal frequency division multiplexing OFDM which is multicarrier transmission technique. Dunlop and Pons
proposed the switching scheme at the receiver level which can be decided by the BER. The BER evaluation is convoluted
over short periods as the variable rate would be restrained.
The advancement of spectral efficiency is contributed by adaptive modulation due to the equity amid BER and signal to
noise ratio (SNR). In a slow varying fading channel, the effective use of adaptive modulation is possible as the noise
based on SNR estimation. As per the channel convenient modulation and coding rate, the fundamental purpose of this
project which is to measure the channel in the OFDM system is adapted. To demonstrate the performance of OFDM
signal transmitted with and without adaptive modulation the computer facsimile is executed using MATLAB, and hence
the typical OFDM signal transmission without adaptive modulation and coding rate is inferior to that of the signal with
adaptive modulation and coding rate and thus these signals are used to manage the bit error rate and spectrum efficiency.
II. OBJECTIVE
By applying the adaptive modulation & coding techniques the numerous aspirations accomplished, therefore some of
them are listed below
Elimination of the Bit Error rate in an OFDM system.
Protection against co-channel interference and impulsive parasitic noise is done
By allowing overlap adequate benefit of the spectrum is done.
The suitable channel coding and interleaving is used to the regain the symbols lost due to frequency selectivity of the
channel.
2. International Journal of Advance Engineering and Research Development (IJAERD)
Volume 6, Issue12, December-2019, e-ISSN: 2348 - 4470, print-ISSN: 2348-6406
@IJAERD-2019, All rights Reserved 75
III. ANALYSIS METHODOLOGY
Convolutional Coding with Rician PSK
Convolutional Coding with Rician QAM
Convolution Adaptive Coding with Rician Channels
Convolutional Coding Result
BCH Coding with Rician PSK
BCH Coding with Rician QAM
BCH Adaptive Coding with Rician Channels
BCH Coding Result
III. SYSTEM DEVELOPEMENT
The sub-band adaptive transmission program is employed in this system, to lower the intricacy. At the receiver, the
measurement of the simulated instantaneous SNR of the subcarrier is done. The aspect of the channel for the frequency
selective channels differ across the distinct subcarrier. The subcarrier for any received signal is expressed with the
following expression as(1),
RN = HNXN + WN (1)
Where Xn represent transmitted symbol, Hn is the channel coefficient at any subcarrier and Wn represent the Gaussian
noise sample. Therefore the instantaneous SNR can be calculated by using
SNHn = Hn2
/ No (2)
Figure 1 OFDM System
The adaptation algorithm controls the use of the lowest quality subcarrier in each sub-band for the reactionary
access in threshold based adaptation. Therefore the mode is selected by using the lowest value of SNR. Thus by accepting
this method, the BER target is higher than that of the overall BER in one sub band. The throughput of the system will be
higher if the overall BER can be Optimize adaptive coding technique to improve the performance of OFDM system closer
to that of the target BER by selecting a more relevant modulation mode or code rate.
Therefore a better adaptation algorithm is used for each sub-band to provide a better tradeoff between throughput and
overall BER by selecting a more convenient scheme. The average value of the SNR of the subcarriers in the sub-band is
used as the substitute to that of the lowest SNR in each sub band [1].
3. International Journal of Advance Engineering and Research Development (IJAERD)
Volume 6, Issue12, December-2019, e-ISSN: 2348 - 4470, print-ISSN: 2348-6406
@IJAERD-2019, All rights Reserved 76
Table 1 below describes the Quantitative analysis of different modulation techniques with different code rate.
Table 1: BER Performance and Spectral Efficiency for Different Modulation and Coding Rate
IV. OFDM SYSTEM BLOCK DIAGRAM
The figure below illustrates the block diagram for the adaptive OFDM system. The channel estimation and mode
selection are done at the receiver and the feedback channel is used to send information to the transmitter. Frame by frame
modification is used by the system. The mode selector block selects the best mode for the next transmission frame based
on the SNR calculated and the channel estimator is used to estimate the instantaneous SNR of the received signal. The
different modulation modes are achieved by using an adaptive modulator block which consists of different modulators
which at the transmitter. The swapping between the modulators is done by relying on the instantaneous SNR. The
description of two categories of adaptive modulation schemes based on MQAM and MPSK scheme is illustrated in the
below diagram. The selection of relevant modulation mode for transmission in each sub band is the main objective of
adaptive modulation, and good compensation is achieved between spectral efficiency and overall BER based on the local
SNR [2].
Figure 2 Block Diagram OFDM System
V. EXPERIMENTAL ANALYSIS
A. Convolutional Coding Result
Figure 3 uses adaptive modulation to describe the conclusion that the signals PSK and QAM are adaptive. The Adaptive
merger of Adaptive PSK and QAM is shown in figure 3. The simulation for BER performance of M-ary PSK, 16-QAM,
64-QAM, and adaptive modulation scheme is demonstrated using the OFDM system over AWGN channel is shown in
figure
Modulation And Coding
Rate
BER Performance Spectral Efficiency
QPSK with 3/4 Low Error Worst
16 QAM with 2/3
Good for higher SNR worst for
lower SNR
Medium
64 QAM with 1/2 Worst for lower SNR Good
Adaptive Will be maintained as specified Good
4. International Journal of Advance Engineering and Research Development (IJAERD)
Volume 6, Issue12, December-2019, e-ISSN: 2348 - 4470, print-ISSN: 2348-6406
@IJAERD-2019, All rights Reserved 77
Figure 3 Adaptive PSK & QAM over AWGN Channel with Convolutional coding.
B. Result for BCH Coding
Figure 4 display the outcome for Adaptive PSK & QAM accomplished by AWGN Channel with BCH Coding, and also
indicates an Adaptive solution for Adaptive PSK and QAM.
Figure 4 Adaptive PSK & QAM over AWGN Channel with BCH Coding.
VI. CONCLUSION
The detailed knowledge of Orthogonal Frequency Division Multiplexing (OFDM) is an ongoing key issue in the
field of communications. The conduct method of the codes is discussed. Before advancing the performance of our
uncoded system over Rician channel by enforcing the convolutional code and BCH code the OFDM system model
examination is done. From the research of the system, we can say that the enhancement in the performance of uncoded
OFDM system is achieved. In this work, the exploration of achievement for OFDM adaptive transmission scheme is
shown. The improvement of exploiting adaptive transmission scheme is illustrated through analyzing their performance
with the fixed transmission system. The up gradation of the throughput performance uses a superior adaptation algorithm.
The average value of the instantaneous SNR of the subcarriers uses this algorithm as the switching parameter for the sub-
band. Therefore the outcome displayed is a revised throughput performance with considerable BER performance.
REFERENCE
[1] Dr. Serkout N. Abdullah, Zainab Mageed Abid, Volume 2, February 2012 Journal of Engineering, “Adaptive Coded
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[2] J. Faezah and K. Sabira, International journal of communication networks and information security Vol. 1, “Adaptive
Modulation for OFDM Systems”, No. 2, August 2009.
[3] Rajeshree Raut, Priti Subramanium & Kavita Bramahankar, International Conference on Computer Science and
Information Technology (CSIT-2012), “Adaptive Coding Techniques to Improve BER in OFDM System”, May 19th,
2012, Bangalore, ISBN: 978-93-81693-28-5 298.
5. International Journal of Advance Engineering and Research Development (IJAERD)
Volume 6, Issue12, December-2019, e-ISSN: 2348 - 4470, print-ISSN: 2348-6406
@IJAERD-2019, All rights Reserved 78
[4] T.S.Harivikram, Dr. R.Harikumar, Dr. C.Ganesh Babu, P.Murugamanickam, International Journal of Emerging
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