IRJET- Orthogonal Frequency Division Multiplexing (OFDM) based Uplink Multiple Access Method Over AWGN and Fading Channels

International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1611
Orthogonal Frequency Division Multiplexing (OFDM) based Uplink
Multiple Access Method over AWGN and Fading Channels
Prashanth G S1
1Department of ECE, JNNCE, Shivamogga
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - OrthogonalFrequencyDivisionMultiplexing
(OFDM) is a method of encoding the input data over
multiple narrowband carriers. In this paper, QPSK
modulation technique is used for OFDM. Delay spread in
wireless communication introduces Intersymbol
interference(ISI). OFDM mitigates the effect ofISI.When
conventional OFDM is used for uplink, the problem with
OFDM is peak-to-average power ratio(PAPR). PAPR
reduces the power efficiency of the system. To mitigate
the effects of PAPR, Super-Orthogonal Convolutional
codes along with golay codes are used in OFDM. With
reduced PAPR, OFDM signal is transmittedoverWireless
communication channel. Wireless communication
channel introduces fading under various conditions. In
this Paper, OFDM signal is analyzed over AWGN,
Rayleigh and Rician fading channels. In AWGN channel,
the increase in Signal to Noise Ratio(SNR) reduces bit
error rate(BER). In case of fading channels, the amount
of fading in multipath component is an important
parameter which decides BER. The effect of fading on
OFDM signal is observed by simulation using MATLAB
R2010a. The fading channel which suits OFDM is
proposed.
Key Words: OFDM, AWGN, FADING, QPSK, BER, SNR,
PAPR, SOCC, Golay codes
1. INTRODUCTION
OFDM is a signal modulation technique in digital domain.
Input data stream in OFDM is split across several separate
narrowband channels at different frequencies to minimize
interference and crosstalk. OFDM Transmits the original
input data bits parallel as compared to serial data
transmission in conventional modulation techniques. OFDM
is a special case of Frequency division multiplexing (FDM)
scheme in which numerous closely spaced carriers are used
for data transmission. The carriers used in OFDM are
Orthogonal to each other.FDM needs separate filter for each
sub-channel, OFDM does not require it. The sub-carrier
spacing for orthogonality requires δf=k/Tu, where Tu is the
symbol durationand ‘k’ is positive integer. Typically ‘k’value
is chosen as one .With ‘N’ sub-carriers, the total bandwidth
will B=Nδf. OFDM introduces a concept of guard interval
which givesbetterOrthogonality.Theorthoganilityallowsfor
efficient modulator and demodulator implementation using
the FFTalgorithm on the receiversideandinverseFFTonthe
sender side. Each sub-carrier is modulated with a
conventional modulation scheme at a low-symbol rate.
Convolution encoding and interleaving are the two
techniques used in OFDM to reduce errors.
In OFDM, the user close to base station will be assigned a
large number of channels.Theseusersusehighermodulation
schemes to give high throughput. If the user moves away
from the base station the number of channels to be used will
be reduced . The modulationscheme will changefromhigher
modulation technique to lower modulation technique. So,
capacity also decreases. The main advantage of OFDM is its
ability to cope with severe channel conditions such as,
attenuation of High frequencies and narrowband
interference. OFDM also copes up with multipath fading
without the use of complex equalization filters. Because of
low symbol ratebetween the guard interval,ISIiseliminated.
Bit error rate performance in OFDM increases as the signal
passes through different propagation channels. Some of the
fading channels such as Rician and Rayleigh fading channels
along with AWGN are used as propagation channels for
OFDM. Fading deals with signal attenuation. Fading happens
due to signal going through different paths called multipath
fading and also due to obstacles which attenuates signal. In
AWGN, the probability distribution of noise samples is
Gaussian and it has uniform distribution of power across the
whole frequency band[4]. Biterror rateof OFDMwithAWGN
noise is always less compared to fading channels. Practically,
OFDM signal passes through different fading channels other
than AWGN. The performance of OFDM varies with different
fading channels. In this work, OFDM signal is analyzed with
fading channels. The fading channel which gives less BER is
proposed forOFDM. Next fewsectionswillgiveadeepinsight
on OFDM, AWGN and fading channels.
2. Orthogonal Frequency Division
Multiplexing(OFDM)
OFDM is a special case of Multicarrier communication
systems. With multi carrier structure, OFDM gives larger
bandwidth. So, OFDM is used in many communication
standard such as Wi-Fi 802.11ac, 4G and 5G cellular phone
technologies, WiMAX, Satellite and many other applications.

Sub-carriers used in OFDM are orthogonal to each other.
Frequency domain representationofsub-carriersisshownin
Figure 1.
Figure 1: Frequency domain representation of
orthogonal subcarriers used in OFDM
Δf is the difference in the frequency between the two
carriers. Δf is chosen such that, when the amplitude of the
carrier is maximum, then theother sub-carrierstendstozero
at that point. In case of cellular communication, the uplink is
base station. Delay spread in wireless communication
introduces Inter Symbol Interference(ISI). OFDM mitigates
the effect of ISI using cyclic prefix . The cyclic prefix used in
OFDM to primarily act as a guard band between successive
symbols to overcome intersymbol interference(ISI). Use
of cyclic prefix is a key element of enabling the OFDM signal
to operate reliably. OFDM transmits symbols to base station
in blocks with guard interval inserted between the blocks of
OFDM. Addition of cyclic prefix in OFDM is shown in Figure 2
Figure 2: Cyclic Prefix insertion between the OFDM
symbols to mitigate ISI
3. QUADRATURE PHASE SHIFT KEYING(QPSK)
QPSK is a type of phase modulation technique. QPSK is used
to modulate2 bits per symbol with four possible phaseshifts
with a phase difference of 900. So, with the same bandwidth
the data rate is doubled compared to BPSK. So, Bandwidth
efficiency is improved[4]. QPSK modulated wave can be
represented by
 
2
( ) cos 2 1
4
i c
E
S t i w t
T
 
     ---------(1)
Where ‘T’ is Symbol Duration
The average bit error rate, BER for QPSK is given by
BER= ------(2)
The probability of symbol error is given by
02
e
E
P erfc
N
 
   
  ---------- (3)
For QPSK, E= 2Eb ---------- (4)
E= Symbol energy, Eb=bit energy &
N0= Noise Spectral density
0
b
e
E
P erfc
N
 
   
  - - - - - - - - (5)
4. ADDITIVE WHITE GAUSSIAN NOISE (AWGN)
Additive white Gaussian noise (AWGN) is additive because it
will add to any noise already present and is white because it
has uniform power over frequencies. It follows normal
distribution. It is a basic and generally accepted model for
thermal noise in communication channels. It is used in
Information theory to imitate the effect of many random
processes that occur in nature[3]. With AWGN channel , the
capacity is given by
1
log(1 )
2
P
C
N
 
--------------- (6)
where N is noise level and P is maximum channel power. The
probability distribution of the normal distribution is:
2
2
( )
2
2
1
( )
2
x
f x e






------------------ (7)
where ‘µ’ is mean, ‘ ’ is standard deviation and
2
 is the
variance.
5. FADING CHANNELS
5.1. Rayleigh Fading Channel:
It is acommunicationchannel havingafadingenvelopeinthe
form of Rayleigh Probability Density Function. It is a
statistical model fortheeffectofpropagationenvironmenton

radio signals, such as that used by wireless devices. In
Rayleigh fading channels, the magnitude of the signal will
fade according to Rayleigh distribution. Rayleigh fading is
applicable when there is no dominant propagation along the
line of sight between the transmitter and the receiver [3][5].
With sinusoidal carrier in the transmitter, the propagation
channel can be modeled as
( ) sin cx t t
---------------------- (8)
The signal received over Rayleigh fading channel with
multiple components is given by
1
( ) sin( )
N
n c n
n
y t t 

  
----------- (9)
‘ n ’ is the amplitude of the nth reflected wave. ‘ n
’ is the
phase of nth reflected wave. ‘n’ varies between 1 to some
positive value which gives the number of scattered
components. No direct path signal component is present in
Rayleigh fading channel. When the signal passes through
Rayleigh fading channel, the magnitude of the signal varies
based on Rayleigh distribution. Rayleigh distribution is a
continuous probability distribution. The probability density
function of the Rayleigh distribution is given by
2
2
2
( ) ( / 2 )xx
f x e 



--------------- (10)
Where ‘ ’ is the scaling factor. Larger the value of ‘ ’,
larger will be the spread of the distribution. The cumulative
distribution function is
2
2
( ) 1 ( /2 )x
F x e 
  --------------- (11)
This fading channel scatters the signal in different direction
and there is no path component under line of sight (LOS) .
5.2 Rician Fading Channel:
Rician fading or Ricean fading is a stochastic model for radio
propagation. The signal arrives at the receiver by several
different paths which cause multipath interference. Rician
fading is applicable when there is a dominant propagation
along the line of sight. In Rician fading, typically line of sight
signal is much stronger than the signal coming fromdifferent
paths [6][7]. With sinusoidal carrier in the transmitter, the
propagation channel can be modeled as
( ) sin cx t t
-------------- (12)
The signal received over Rician fading channel with multiple
components is given by
1
( ) sin sin( )
N
c n c n
n
y t A t t  

   
--- (13)
Where ‘A’ is the amplitude of the line of sight component.
‘ n ’ is the amplitude of the nth reflected wave. ‘ n
’ is the
phase of nth reflected wave. ‘n’ varies between 1 to some
positive value which gives the number of scattered
components. The probability distribution function (pdf) of
the received signal amplitude is given by
2
2( 1) ( 1) ( 1)
( ) exp 2o
K x K x K K
f x K I x
    
            --- (14)
Where K= power in direct path to the power in other
scattered paths. ‘Ω’ is the total power from the paths and is a
scaling factor. I0 is the Bessel function of order 0.
6. BLOCK DIAGRAM
Figure 3: Block Diagram of OFDM Transmitter &
Receiver
The super-orthogonal convolutionalcodes(SOCC)areaclass
of low-error correcting codes [1]. SOCC consists of K-1 shift
registers. It outputs an orthogonal sequence of length 2K-2 as
shown in the Figure 4.
Figure 4: Block Diagram of SOCC Encoder [1]

The coding rate of SOCC Encoder, Rc= 1/2K-2 . Golay
Complementary sequences reduces PAPR by 3 db. Golay
Orthogonal sequence can be obtained using this generator.
Golay Orthogonal Sequences can be obtained by
2
G G
N NG
N G G
N N
H H
H
H H


 
  
  
-----------(15) [2]
2
G
H
  
    
------------------------(16) [2]
Where the matrix HN
-G denotes the variant of HN
G which
corresponds to the right half columns negated[1]. Next the
orthogonalsequencesaremodulatedusingQPSKmodulation.
Detailed explanation of QPSK is already given in section 3.
Two bits will treated as one symbol in QPSK. Each two bits
are mapped to one sub-carrier. All the sub-carriers are
Orthogonal to each other. Then IFFT is performed on the
mapped sequence to an OFDM signal. Cyclic Prefix is added
between OFDM symbols to mitigate the effect of ISI. Time
domain sample of OFDM is given by
/2 1
2 /
/2
( ) [ ]
N
j kt N
k N
x t X k e 


  -----------------(17)
Where X[k] is the frequency domain sample of OFDM signal.
At the receiver side, the Cyclic prefix is removed initially and
two FFTs are used at the receiver. One FFT is used for
equalization, and another FFT is used convert OFDM signal
from the time domain to the frequency domain. The
Frequency domain sample of OFDM signal is given by
/2 1
2 /
/2
[ ] 1/ ( )
N
j kt N
t N
X k N x t e 



  --------(18)
Where x(t) is the time domain sample of the OFDM symbol.
The Viterbi decoding is used at the receiver to get back
original data bits.
7. SIMULATION RESULTS
Figure 5: Discrete QPSK Modulation for (56 bits)
seven 8-bit Orthogonal sequences
Figure 6: Four different Subcarriers (Subcarrier
Mapping)
Figure 7: IFFT of all Subcarriers

Figure 8: Cyclic Prefix added to IFFT of all
subcarriers
Figure 9: OFDM Signal
Figure 10: OFDM signal with AWGN Channel
Figure 11: OFDM signal over Rayleigh fading
channel
Figure 12: OFDM signal over Rician fading
channel
Figure 13: Cyclic prefix removed from OFDM
signal in Rayleigh channel

Figure 14: FFT of subcarriers for received data
from Rayleigh fading channel
Figure 15: Recovered data from Rayleigh fading
channel(Blue lines indicates the transmitted data
& red lines indicates the received data)
signal in Rician fading channel
from Rician fading channel
Figure 18: Recovered data from Rician fading
channel(Blue lines indicates the transmitted data
& red lines indicates the received data)
Signal in AWGN channel

from AWGN channel
Figure 21: Recovered data from AWGN Channel
Total of 56 bits are used as input digital bits. Each 8 bit
represents one Orthogonal Sequence. So, for 56 bits, total of
7 orthogonal sequences are used. Orthogonal sequences
used in the work are as follows: 00000000; 01010101;
00110011; 01100110; 00001111; 01011010; 00111100;
8. CONCLUSIONS
In this paper, PAPR reduction in OFDM signal is done using
Super Orthogonal Convoltional codes and Golay codes.
OFDM signal with less PAPR is transmitted over AWGN,
Rayleigh and Rician fading channels. The effects of these
channels on OFDM signal is studied using simulation. From
the results it is observed that, OFDM performswell inAWGN
channel compared to Rayleigh and Rician fading channels.
With the increase in the Signal to noise ratio (SNR) in AWGN
channel, the bit error rate(BER) is reduced. In cellular
communication, the use of OFDM in Uplink always
encounters fading channels. From the results,itisfoundthat
Rician fading channel outperforms Rayleigh fading channel
for OFDM based uplink multiple access method.
REFERENCES
[1] Hideki Ochiai, Yu Takayama, “ A Simple OFDM-Based
MultipleAccessSystemwithSuper-OrthogonalConvolutional
Codes and Golay Sequence”, Wireless Communications and
Networking Conference, 2009. WCNC 2009
DOI: 10.1109/WCNC.2009.4917547, May 2009
[2] Yuta Hori, Hideki Ochiai, “A New Uplink Multiple Access
Based on OFDM With Low PAPR, Low Latency, and High
Reliability , IEEE Transactions on Communications, Vol. 66,
No. 5, May 2018
[3] Prashanth G S, “Analysis of FHSS-CDMA with QAM-64
over AWGN and Fading Channels”, International Research
Journal of Engineering and Technology (IRJET) , e-ISSN:
2395-0056 , p-ISSN: 2395-0072, Volume. 04,Issue. 08, pp.
2100-2103, August 2017.
[4] Prashanth G S, “Comparative Analysis of Various Digital
Modulation Techniques for FHSS-WCDMA over AWGN and
Fading Channels” , International Research Journal of
Engineering and Technology (IRJET), e-ISSN: 2395-0056 , p-
ISSN: 2395-0072, Volume. 6 ,Issue.02,pp.908-913,February
2019.
[5] Rashmi V, Darshini S M, Rashmi H G, Prashanth G S,
“Simulation of FH-CDMA for AWGN and Fading Channels”,
IFRSA International Journal Of Electronics Circuits And
Systems, DOI: 10.13140/RG.2.2.19606.19527 Vol 4, issue 2,
pp. 95-98,July, 2015.
[6]Gary.J.Mullett, “Introduction to Wireless
Telecommunications Systems and Networks”, ISBN-10:81-
315-0559-6, year 2011.
[7] Rashmi V, Darshini S M, Rashmi H G, Prashanth G S,
“Simulation of FH-CDMA for AWGN and Fading Channels”,
IFRSA International Journal Of Electronics Circuits And
Systems, Vol 4, issue 2, pp. 95-98,July, 2015.
BIOGRAPHIES
Prashanth G S has completed B.E
in 2007 from REC, Hulkoti and
M.Tech in 2013 from JNNCE,
Shivamogga. He is presently
pursuing PhD in the area of WSN.
His areas of interests are
Communication Systems &WSN.

IRJET- Orthogonal Frequency Division Multiplexing (OFDM) based Uplink Multiple Access Method Over AWGN and Fading Channels

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IRJET- Orthogonal Frequency Division Multiplexing (OFDM) based Uplink Multiple Access Method Over AWGN and Fading Channels