SlideShare ist ein Scribd-Unternehmen logo
1 von 4
Downloaden Sie, um offline zu lesen
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2100
Analysis of FHSS-CDMA with QAM-64 over AWGN and Fading Channels
Prashanth G S1
Assistant Professor, Dept. of ECE,
JNNCE, Shivamogga, Karnataka, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract – CDMA is a type of channel access method in
which users using the same channel will use the same
frequency band and also can access the channel at the same
time. Using CDMA, more users can be allocated in the channel
compared to TDMA and FDMA. CDMA can be achieved using
Direct sequence spread spectrum(DSSS) and Frequency
hopping spread spectrum(FHSS). FHSS-CDMA consumes less
power compared to DSSS-CDMA. High data rate modulation
schemes are used along with FHSS-CDMA to deliver high
quality multimedia content. High data rate modulation
techniques have good bandwidth efficiency in FHSS-CDMA. In
wireless communication, QAM is one of the most commonly
used modulation technique. Due to noise and interference,
high data rate modulation techniques are prone to errors.
FHSS-CDMA with QAM-64 is simulated over AWGN , Rician
and Rayleigh fading channels using MATLAB 10 version. It is
observed from the simulation that, Rician fading channel
gives less bit errors compared to Rayleigh fading channel due
to line of sight communication.
Key Words: CDMA, DSSS, FHSS, QAM-64, AWGN, Rician
Fading, Rayleigh Fading.
1.INTRODUCTION
W-CDMA is a 3-G wireless technology which is officially
known as IMT-2000 direct spread. W-CDMA with QAM-64
gives high data rates for multimedia contents which enables
high resolution images and high quality videos to the end
users. GSM which is a 2-G technologyusedGMSKmodulation
technique which transmits the bits at a rate of 1bps. Due to
increase in number of users and mobility the bit errors in
communication will also be increased with GMSK . Thus
GMSK modulation scheme is not suitable fornextgeneration
systems. So, there is a need to study new modulation
techniques which supports more number of bits per second
and improved performance in real world condition . The
performance of M-ary modulation techniques is better
compared to low level modulation techniques in termsof bit
error probability for audio transmission[1]. Higher order
modulation techniques supports faster data rates with
higher levels of spectral efficiency for the radio
communications system. The disadvantage is that, they are
less resilient to noise and interference.
CDMA technique is based on the spread spectrum
communication. The CDMA with existing modulation
technique have some disadvantages. In CDMA, well-built
interferer can shift up the noise for other channels which
can cause interference in communication and also it needs
huge amount of power which result in implementation of
extra hardware to normalize the power requirement. [2]
Frequency-hopping spread spectrum (FHSS) is a
method of transmitting radio signals by rapidly
switching a carrier among many frequency channels
using a pseudo random sequence known to bothtransmitter
and receiver. FHSS-CDMAconsumeslesspowercomparedto
DSSS-CDMA. High data rate modulation schemes are used
along with FHSS-CDMA to deliver high quality multimedia
content. QAM-64 modulation technique as good bandwidth
efficiency with wideband FHSS-CDMA. Author in [4],
discusses about broadband wireless access techniques.
For 4G systems data rates up to 100 Mbps will be
necessary[4].In a CDMA transmitter, the information is
modulated by a spreading code and in receiver, the
information is retrieved using the same spreading code
used at the transmitter.QAM, Quadrature amplitude
modulation is widely used in many digital radio
communications and data communication applications.
Various forms of QAM are available and some of them are
QAM16, QAM32,QAM64,QAM128 etc. QAM is used when
the data rates required is more than that of 8PSK. The rest
of the paper is organized as follows : Section 2 & 3 deals
about AWGN, Rayleigh & Rician channel. Section 4 deals
about QAM and its variants. Section 5 gives details about
Frequency hopping spread spectrum and Section 6 details
about the system model.
2. ADDITIVE WHITE GAUSSIAN NOISE(AWGN)
It is a basic and generally accepted model for thermal
noise in communication channels. The assumptions made
in this model are: The noise is additive and white( i.e, the
power spectral density is flat).Another assumption is that
the noise samples have a Gaussian distribution. AWGN
model is normally used in information theory to imitate
the effect of many random processes that occur in nature.
3. RAYLEIGH AND RICIAN FADING CHANNELS
Rayliegh channel is a statistical model for the effect of a
propagation environment on a radio signal 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. Rician fading or Ricean
fading is a stochastic model for radio propagation. The
signal arrives at the receiver by several different paths
which causes multipath interference. Rician fading is
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2101
applicable when there is a dominant propagation along the
line of sight . In Rician fading, typically line of sight signal
is much more stronger than the signal coming from
different paths.
4. QUADRATURE AMPLITUDE MODULATION
Quadrature amplitude modulation(QAM) is widely used
in many digital radio communications and data
communication applications . QAM is modulated using
two carriers shifted in phase by 90 degrees, The resultant
output consists of both amplitude and phase variations.
The QAM64 signal (M= 64) corresponds to a 64 states
and therefore each symbol represent 6 bits. The
quadrature amplitude modulation (QAM) modulates an
in-phase signal mI(t) and a quadrature signal mQ(t)
using
Y(t)=MI(t) cos(2πfct+ϕc)+MQ(t) sin(2πfct+ϕc)
where Y(t) is the modulated signal, fc is the carrier
frequency (Hertz), and φc is the initial phase (rad).
Because the sine and cosine signals are orthogonal, the
original signals can be recovered later using
demodulation techniques. The corresponding
demodulation method QADM, recovers both the in-
phase and quadrature signals, mI(t) and mQ(t)
respectively from the modulated signal y(t).[5]
5.FREQUENCYHOPPINGSPREADSPECTRUM(FHSS)
The WCDMA technology employs the spectral spreading of
the transmitted signal. If the transmitted signal has large
envelope variations, it will create large envelope
fluctuations as it propagates through the transmitter.
These envelope variations can be eliminated by using the
pulse shaping filter placed at the transmitter and receiver
part of the system[3]. FHSS is a type of spread spectrum
technique used to transmit radio signals by rapidly
changing the carrier among many frequencies channels. In
frequency hop spread-spectrum communication, the
binary data sequence modulates the frequency of the
carrier signal resulting in an MFSK signal. The MFSK signal
finally modulates a carrier which hops randomly. This type
of spread-spectrum in which the carrier hops randomly
from one frequency to another is called frequency-hop(FH)
spread-spectrum. If several symbols are transferred in
each frequency hop then it is called as slow-frequency
hopping spread-spectrum system. If carrier frequency hop
several times during the transmission of one symbol then
it is called fast-frequency-hop spread-spectrum system. In
this work ,slow –frequency-hop spread spectrum system is
used to analyze FHSS-CDMA with QAM-64 over AWGN and
Fading Channels. High data rate modulation schemes are
used along with FHSS-CDMA to deliver high quality
multimedia content.
6. SYSTEM MODEL
Figure.1: Block Diagram for FHSS-CDMA with QAM-
64 over AWGN and Fading Channels
Figure 1 shows the block diagram of FHSS-CDMA
with QAM-64 over AWGN and fading channels.
Random binary generator in Matlab generates
random binary bits and these bits are given as the
input to the convolution encoder. Constraint length
and rate used in the work is 5 and 1/4 respectively.
Convolution encoder encodes the data(Converts the
input binary vector to the output binary vector) and
gives it to the Block interleaver. Block interleaver
process the data and rearranges the data without
omitting any bits. Block interleaving is a technique
used by mobile wireless systems to combat the
effects of bit errors introduced during the
transmission of frame [6]. In wireless
communication, QAM is one of the most commonly
used modulation technique. QAM -64 is one of the
variants of QAM. Both Phase and Amplitude are
varied in QAM. In QAM-64 each 6 bits will be
considered as one sequence and the amplitude and
phase will be varied for each 6 bits. QAM-64
modulation technique as good bandwidth efficiency
with wideband FHSS-CDMA. Frequency hopping
spreader spreads the QAM modulated signal by
consuming less power. The spread signal is analyzed
by sending it into AWGN, Rician and Rayleigh fading
channels. At the receiver the faded signal is picked
and de-spread using frequency hopping de-spreader
and demodulated using QAM-64 demodulator.
Block De-interleaver rearranges the data. Viterbi
decoder is used to decode the data sent. Viterbi
decoder is a maximum- likelihood decoder, which is
optimum for a white Gaussian noise channel. The
demodulated data from AWGN, Rayleigh and Rician
fading channel is compared with transmitted data.
Random
binary
generator
Convolutio
n encoder
Block
interleaver
QAM-64
Modulator
Frequency
hopping
spreader
Fading
Channel
Frequency
hopping De-
Spreader
Block De-
interleaver
QAM-64 De-
Modulator
Viterbi
decoder
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2102
7. Simulations & Result analysis
Figure 2:Unipolar NRZ format for
1010011111101011
Figure 3: Waveform of QAM-64 modulation
for convolution encoded data sequence.
Figure 4: Constellatation diagram for QAM-64
Figure 5: QAM-64 Modulated Signal with Frequency
hopped Spread Spectrum using 6 Different Frequencies
Figure 6: FHSS QAM-64 signal with AWGN, Rayleigh and
Rician fading channels
Figure 7: De-spread signal from AWGN, Rayleigh and
Rician fading channels
Figure 8: Demodulated signal from AWGN channel
Figure 9: Demodulated signal from Rayleigh channel
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2103
Figure 10: Demodulated signal from Rician channel
Figure 11: Comparison of convolution encoded data at the
transmitter with demodulated data from AWGN, Rayleigh
and Rician fading channels.
Figure 12: Comparison of transmitted and received binary
bits from different fading channels
8. Conclusion
FHSS-CDMA with QAM-64 modulation technique is
developed and analyzed with AWGN and fading channels.
Efficient use of these channels will go a long way in the
development of CDMA technology in future. From the
results obtained it can be concluded that AWGN always
gives less errors compared to Rician and Rayleigh fading
channels. From the results it is observed that Rician fading
channel gives less bit errors compared to Rayleigh fading
channel due to line of sight component present in it. By
increasing bit energy, bit errors can still be reduced in
AWGN channel.
REFERENCES
[1] Vishwas Giri Goswami, Sandhya Sharma, “Perfomance
Analysis of DifferentM-ARYmodulationtechniquesover
wireless fading channel”, IOSR Journal of Electronics &
Communication Engineering(IOSR-JECE), Vol 4,Issue
1,pp32-38,2012
[2] Kumar A, Gupta M, “Comparative Study and Analysis of
BER of CDMA with Different Modulation Scheme”,
Journal Of Computer & Technology,Vol. 12, No. 8,pp
3839-3843, 2014.
[3] Masud M, Samsuzzaan M, Rahman M, “Bit Error Rate
Performance Analysis on Modulation Techniques of
Wideband Code Division Multiple Access”, Journal of
Telecommunications, Vol. 1, No. 2, pp 22-29, 2010.
[4] J.S. Blogh and L. Hanzo, “Adaptive Modulation and
Adaptive Antenna Array AssistedNetwork Performance
of Multi-User Detection Aided UTRA-like FDD/CDMA”,
Proceedings of IEEE 56th Vehicular Technology
Conference 24-28 September, 2002
[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 Vol 4, issue 2, July, 2015.
[6] Gary.J.Mullett“IntroductiontoWirelessTelecommmunic
ations Systems and Networks” ISBN-10:81-315-0559-
6, year 2011.
BIOGRAPHIES
Prashanth G S has completed B.Ein
2007 from REC, Hulkoti and
M.Tech in 2013 from JNNCE,
Shivamogga . He is presently
working as Assistant Professor at
JNNCE, Shivamogga and also
pursuing PhD in the area of WSN.
His areas of interests are
Communication Systems & WSN.

Weitere ähnliche Inhalte

Was ist angesagt?

Go nast3010 e01_1 2_g-3g cell reselection and handover-37
Go nast3010 e01_1 2_g-3g cell reselection and handover-37Go nast3010 e01_1 2_g-3g cell reselection and handover-37
Go nast3010 e01_1 2_g-3g cell reselection and handover-37Muhammad Ali Suhail
 
01 principles of the wcdma system
01 principles of the wcdma system01 principles of the wcdma system
01 principles of the wcdma systemkhurrambilal01
 
wcdma wireless principle
wcdma wireless principlewcdma wireless principle
wcdma wireless principledaucuhanh
 
Wcdma radio functionality
Wcdma radio functionalityWcdma radio functionality
Wcdma radio functionalityruto123
 
Umts Radio Interface System Planning And Optimization
Umts Radio Interface System Planning And OptimizationUmts Radio Interface System Planning And Optimization
Umts Radio Interface System Planning And OptimizationDavid Rottmayer
 
Multiple access techniques for wireless communication
Multiple access techniques for wireless communicationMultiple access techniques for wireless communication
Multiple access techniques for wireless communicationDr.Umadevi V
 
GSM 3G Migration
GSM 3G MigrationGSM 3G Migration
GSM 3G Migrationmaddiv
 
Code Division Multiple Access
Code Division Multiple AccessCode Division Multiple Access
Code Division Multiple AccessVishal Pawar
 
Wcdma radio functionality
Wcdma radio functionalityWcdma radio functionality
Wcdma radio functionalityRiadh Bachrouch
 
Code Division Multiple Access
Code Division Multiple AccessCode Division Multiple Access
Code Division Multiple AccessGopinathD17
 

Was ist angesagt? (20)

Go nast3010 e01_1 2_g-3g cell reselection and handover-37
Go nast3010 e01_1 2_g-3g cell reselection and handover-37Go nast3010 e01_1 2_g-3g cell reselection and handover-37
Go nast3010 e01_1 2_g-3g cell reselection and handover-37
 
01 principles of the wcdma system
01 principles of the wcdma system01 principles of the wcdma system
01 principles of the wcdma system
 
three
threethree
three
 
Edge
EdgeEdge
Edge
 
wcdma wireless principle
wcdma wireless principlewcdma wireless principle
wcdma wireless principle
 
3 g training by luca
3 g training by luca3 g training by luca
3 g training by luca
 
Wcdma radio functionality
Wcdma radio functionalityWcdma radio functionality
Wcdma radio functionality
 
Umts Radio Interface System Planning And Optimization
Umts Radio Interface System Planning And OptimizationUmts Radio Interface System Planning And Optimization
Umts Radio Interface System Planning And Optimization
 
Multiple access techniques for wireless communication
Multiple access techniques for wireless communicationMultiple access techniques for wireless communication
Multiple access techniques for wireless communication
 
3G NEWORK OPTIMIZATION DOCUMENT
3G NEWORK OPTIMIZATION DOCUMENT3G NEWORK OPTIMIZATION DOCUMENT
3G NEWORK OPTIMIZATION DOCUMENT
 
GPRS
GPRSGPRS
GPRS
 
CDMA TECHNOLOGY
CDMA TECHNOLOGYCDMA TECHNOLOGY
CDMA TECHNOLOGY
 
Mobile Communication
Mobile CommunicationMobile Communication
Mobile Communication
 
GSM 3G Migration
GSM 3G MigrationGSM 3G Migration
GSM 3G Migration
 
Tdma technology
Tdma technologyTdma technology
Tdma technology
 
TDMA Technology
TDMA TechnologyTDMA Technology
TDMA Technology
 
Code Division Multiple Access
Code Division Multiple AccessCode Division Multiple Access
Code Division Multiple Access
 
Final prentation M.TECH ( PPT )
Final prentation  M.TECH ( PPT )Final prentation  M.TECH ( PPT )
Final prentation M.TECH ( PPT )
 
Wcdma radio functionality
Wcdma radio functionalityWcdma radio functionality
Wcdma radio functionality
 
Code Division Multiple Access
Code Division Multiple AccessCode Division Multiple Access
Code Division Multiple Access
 

Ähnlich wie FHSS-CDMA with QAM-64 over fading channels

Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...
Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...
Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...ijcnac
 
Improving quality of service using ofdm technique for 4 th generation network
Improving quality of service using ofdm technique for 4 th generation networkImproving quality of service using ofdm technique for 4 th generation network
Improving quality of service using ofdm technique for 4 th generation networkeSAT Journals
 
Improving quality of service using ofdm technique for 4 th generation network
Improving quality of service using ofdm technique for 4 th generation networkImproving quality of service using ofdm technique for 4 th generation network
Improving quality of service using ofdm technique for 4 th generation networkeSAT Publishing House
 
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...IRJET Journal
 
Performance Evaluation of MC-CDMA for Fixed WiMAX with Equalization
Performance Evaluation of MC-CDMA for Fixed WiMAX with EqualizationPerformance Evaluation of MC-CDMA for Fixed WiMAX with Equalization
Performance Evaluation of MC-CDMA for Fixed WiMAX with EqualizationIRJET Journal
 
BER Performance Improvement for 4 X 4 MIMO Single Carrier FDMA System Using M...
BER Performance Improvement for 4 X 4 MIMO Single Carrier FDMA System Using M...BER Performance Improvement for 4 X 4 MIMO Single Carrier FDMA System Using M...
BER Performance Improvement for 4 X 4 MIMO Single Carrier FDMA System Using M...IRJET Journal
 
Analysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMA
Analysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMAAnalysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMA
Analysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMAijsrd.com
 
Enhanced Data rates for Global Evolution (EDGE)
Enhanced Data rates for Global Evolution (EDGE)Enhanced Data rates for Global Evolution (EDGE)
Enhanced Data rates for Global Evolution (EDGE)Ramrao Desai
 
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...cscpconf
 
Dynamic optimization of overlap
Dynamic optimization of overlapDynamic optimization of overlap
Dynamic optimization of overlapcsandit
 
Fyp Presentation
Fyp PresentationFyp Presentation
Fyp PresentationArsalan Mir
 
Ofdm based radcom system with improved
Ofdm based radcom system with improvedOfdm based radcom system with improved
Ofdm based radcom system with improvedijcsity
 
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...ijwmn
 
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...IRJET Journal
 
An enhanced technique for PAPR reduction in mobile WIMAX
An enhanced technique for PAPR reduction in mobile WIMAXAn enhanced technique for PAPR reduction in mobile WIMAX
An enhanced technique for PAPR reduction in mobile WIMAXIRJET Journal
 
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...IJERA Editor
 
Lecture Notes: EEEC6440315 Communication Systems - Spectral Efficiency
Lecture Notes:  EEEC6440315 Communication Systems - Spectral EfficiencyLecture Notes:  EEEC6440315 Communication Systems - Spectral Efficiency
Lecture Notes: EEEC6440315 Communication Systems - Spectral EfficiencyAIMST University
 

Ähnlich wie FHSS-CDMA with QAM-64 over fading channels (20)

Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...
Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...
Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...
 
Improving quality of service using ofdm technique for 4 th generation network
Improving quality of service using ofdm technique for 4 th generation networkImproving quality of service using ofdm technique for 4 th generation network
Improving quality of service using ofdm technique for 4 th generation network
 
Improving quality of service using ofdm technique for 4 th generation network
Improving quality of service using ofdm technique for 4 th generation networkImproving quality of service using ofdm technique for 4 th generation network
Improving quality of service using ofdm technique for 4 th generation network
 
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
 
Performance Evaluation of MC-CDMA for Fixed WiMAX with Equalization
Performance Evaluation of MC-CDMA for Fixed WiMAX with EqualizationPerformance Evaluation of MC-CDMA for Fixed WiMAX with Equalization
Performance Evaluation of MC-CDMA for Fixed WiMAX with Equalization
 
3g and 4g
3g and 4g3g and 4g
3g and 4g
 
BER Performance Improvement for 4 X 4 MIMO Single Carrier FDMA System Using M...
BER Performance Improvement for 4 X 4 MIMO Single Carrier FDMA System Using M...BER Performance Improvement for 4 X 4 MIMO Single Carrier FDMA System Using M...
BER Performance Improvement for 4 X 4 MIMO Single Carrier FDMA System Using M...
 
Analysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMA
Analysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMAAnalysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMA
Analysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMA
 
Enhanced Data rates for Global Evolution (EDGE)
Enhanced Data rates for Global Evolution (EDGE)Enhanced Data rates for Global Evolution (EDGE)
Enhanced Data rates for Global Evolution (EDGE)
 
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
 
Dynamic optimization of overlap
Dynamic optimization of overlapDynamic optimization of overlap
Dynamic optimization of overlap
 
Fyp Presentation
Fyp PresentationFyp Presentation
Fyp Presentation
 
Ofdm based radcom system with improved
Ofdm based radcom system with improvedOfdm based radcom system with improved
Ofdm based radcom system with improved
 
Ft2510561062
Ft2510561062Ft2510561062
Ft2510561062
 
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
 
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
 
An enhanced technique for PAPR reduction in mobile WIMAX
An enhanced technique for PAPR reduction in mobile WIMAXAn enhanced technique for PAPR reduction in mobile WIMAX
An enhanced technique for PAPR reduction in mobile WIMAX
 
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
 
I017446164
I017446164I017446164
I017446164
 
Lecture Notes: EEEC6440315 Communication Systems - Spectral Efficiency
Lecture Notes:  EEEC6440315 Communication Systems - Spectral EfficiencyLecture Notes:  EEEC6440315 Communication Systems - Spectral Efficiency
Lecture Notes: EEEC6440315 Communication Systems - Spectral Efficiency
 

Mehr von IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

Mehr von IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Kürzlich hochgeladen

Mine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxMine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxRomil Mishra
 
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdf
DEVICE DRIVERS AND INTERRUPTS  SERVICE MECHANISM.pdfDEVICE DRIVERS AND INTERRUPTS  SERVICE MECHANISM.pdf
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdfAkritiPradhan2
 
System Simulation and Modelling with types and Event Scheduling
System Simulation and Modelling with types and Event SchedulingSystem Simulation and Modelling with types and Event Scheduling
System Simulation and Modelling with types and Event SchedulingBootNeck1
 
CS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfCS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfBalamuruganV28
 
Katarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School CourseKatarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School Coursebim.edu.pl
 
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfComprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfalene1
 
Novel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsNovel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsResearcher Researcher
 
Immutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfImmutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfDrew Moseley
 
OOP concepts -in-Python programming language
OOP concepts -in-Python programming languageOOP concepts -in-Python programming language
OOP concepts -in-Python programming languageSmritiSharma901052
 
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTFUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTSneha Padhiar
 
Engineering Drawing section of solid
Engineering Drawing     section of solidEngineering Drawing     section of solid
Engineering Drawing section of solidnamansinghjarodiya
 
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.pptROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.pptJohnWilliam111370
 
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...Sumanth A
 
Module-1-(Building Acoustics) Noise Control (Unit-3). pdf
Module-1-(Building Acoustics) Noise Control (Unit-3). pdfModule-1-(Building Acoustics) Noise Control (Unit-3). pdf
Module-1-(Building Acoustics) Noise Control (Unit-3). pdfManish Kumar
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catcherssdickerson1
 
Paper Tube : Shigeru Ban projects and Case Study of Cardboard Cathedral .pdf
Paper Tube : Shigeru Ban projects and Case Study of Cardboard Cathedral .pdfPaper Tube : Shigeru Ban projects and Case Study of Cardboard Cathedral .pdf
Paper Tube : Shigeru Ban projects and Case Study of Cardboard Cathedral .pdfNainaShrivastava14
 
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork
 
KCD Costa Rica 2024 - Nephio para parvulitos
KCD Costa Rica 2024 - Nephio para parvulitosKCD Costa Rica 2024 - Nephio para parvulitos
KCD Costa Rica 2024 - Nephio para parvulitosVictor Morales
 
Input Output Management in Operating System
Input Output Management in Operating SystemInput Output Management in Operating System
Input Output Management in Operating SystemRashmi Bhat
 
Industrial Applications of Centrifugal Compressors
Industrial Applications of Centrifugal CompressorsIndustrial Applications of Centrifugal Compressors
Industrial Applications of Centrifugal CompressorsAlirezaBagherian3
 

Kürzlich hochgeladen (20)

Mine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxMine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptx
 
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdf
DEVICE DRIVERS AND INTERRUPTS  SERVICE MECHANISM.pdfDEVICE DRIVERS AND INTERRUPTS  SERVICE MECHANISM.pdf
DEVICE DRIVERS AND INTERRUPTS SERVICE MECHANISM.pdf
 
System Simulation and Modelling with types and Event Scheduling
System Simulation and Modelling with types and Event SchedulingSystem Simulation and Modelling with types and Event Scheduling
System Simulation and Modelling with types and Event Scheduling
 
CS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfCS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdf
 
Katarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School CourseKatarzyna Lipka-Sidor - BIM School Course
Katarzyna Lipka-Sidor - BIM School Course
 
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfComprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
 
Novel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsNovel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending Actuators
 
Immutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdfImmutable Image-Based Operating Systems - EW2024.pdf
Immutable Image-Based Operating Systems - EW2024.pdf
 
OOP concepts -in-Python programming language
OOP concepts -in-Python programming languageOOP concepts -in-Python programming language
OOP concepts -in-Python programming language
 
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTFUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
 
Engineering Drawing section of solid
Engineering Drawing     section of solidEngineering Drawing     section of solid
Engineering Drawing section of solid
 
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.pptROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
ROBOETHICS-CCS345 ETHICS AND ARTIFICIAL INTELLIGENCE.ppt
 
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
Robotics-Asimov's Laws, Mechanical Subsystems, Robot Kinematics, Robot Dynami...
 
Module-1-(Building Acoustics) Noise Control (Unit-3). pdf
Module-1-(Building Acoustics) Noise Control (Unit-3). pdfModule-1-(Building Acoustics) Noise Control (Unit-3). pdf
Module-1-(Building Acoustics) Noise Control (Unit-3). pdf
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
 
Paper Tube : Shigeru Ban projects and Case Study of Cardboard Cathedral .pdf
Paper Tube : Shigeru Ban projects and Case Study of Cardboard Cathedral .pdfPaper Tube : Shigeru Ban projects and Case Study of Cardboard Cathedral .pdf
Paper Tube : Shigeru Ban projects and Case Study of Cardboard Cathedral .pdf
 
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
 
KCD Costa Rica 2024 - Nephio para parvulitos
KCD Costa Rica 2024 - Nephio para parvulitosKCD Costa Rica 2024 - Nephio para parvulitos
KCD Costa Rica 2024 - Nephio para parvulitos
 
Input Output Management in Operating System
Input Output Management in Operating SystemInput Output Management in Operating System
Input Output Management in Operating System
 
Industrial Applications of Centrifugal Compressors
Industrial Applications of Centrifugal CompressorsIndustrial Applications of Centrifugal Compressors
Industrial Applications of Centrifugal Compressors
 

FHSS-CDMA with QAM-64 over fading channels

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2100 Analysis of FHSS-CDMA with QAM-64 over AWGN and Fading Channels Prashanth G S1 Assistant Professor, Dept. of ECE, JNNCE, Shivamogga, Karnataka, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract – CDMA is a type of channel access method in which users using the same channel will use the same frequency band and also can access the channel at the same time. Using CDMA, more users can be allocated in the channel compared to TDMA and FDMA. CDMA can be achieved using Direct sequence spread spectrum(DSSS) and Frequency hopping spread spectrum(FHSS). FHSS-CDMA consumes less power compared to DSSS-CDMA. High data rate modulation schemes are used along with FHSS-CDMA to deliver high quality multimedia content. High data rate modulation techniques have good bandwidth efficiency in FHSS-CDMA. In wireless communication, QAM is one of the most commonly used modulation technique. Due to noise and interference, high data rate modulation techniques are prone to errors. FHSS-CDMA with QAM-64 is simulated over AWGN , Rician and Rayleigh fading channels using MATLAB 10 version. It is observed from the simulation that, Rician fading channel gives less bit errors compared to Rayleigh fading channel due to line of sight communication. Key Words: CDMA, DSSS, FHSS, QAM-64, AWGN, Rician Fading, Rayleigh Fading. 1.INTRODUCTION W-CDMA is a 3-G wireless technology which is officially known as IMT-2000 direct spread. W-CDMA with QAM-64 gives high data rates for multimedia contents which enables high resolution images and high quality videos to the end users. GSM which is a 2-G technologyusedGMSKmodulation technique which transmits the bits at a rate of 1bps. Due to increase in number of users and mobility the bit errors in communication will also be increased with GMSK . Thus GMSK modulation scheme is not suitable fornextgeneration systems. So, there is a need to study new modulation techniques which supports more number of bits per second and improved performance in real world condition . The performance of M-ary modulation techniques is better compared to low level modulation techniques in termsof bit error probability for audio transmission[1]. Higher order modulation techniques supports faster data rates with higher levels of spectral efficiency for the radio communications system. The disadvantage is that, they are less resilient to noise and interference. CDMA technique is based on the spread spectrum communication. The CDMA with existing modulation technique have some disadvantages. In CDMA, well-built interferer can shift up the noise for other channels which can cause interference in communication and also it needs huge amount of power which result in implementation of extra hardware to normalize the power requirement. [2] Frequency-hopping spread spectrum (FHSS) is a method of transmitting radio signals by rapidly switching a carrier among many frequency channels using a pseudo random sequence known to bothtransmitter and receiver. FHSS-CDMAconsumeslesspowercomparedto DSSS-CDMA. High data rate modulation schemes are used along with FHSS-CDMA to deliver high quality multimedia content. QAM-64 modulation technique as good bandwidth efficiency with wideband FHSS-CDMA. Author in [4], discusses about broadband wireless access techniques. For 4G systems data rates up to 100 Mbps will be necessary[4].In a CDMA transmitter, the information is modulated by a spreading code and in receiver, the information is retrieved using the same spreading code used at the transmitter.QAM, Quadrature amplitude modulation is widely used in many digital radio communications and data communication applications. Various forms of QAM are available and some of them are QAM16, QAM32,QAM64,QAM128 etc. QAM is used when the data rates required is more than that of 8PSK. The rest of the paper is organized as follows : Section 2 & 3 deals about AWGN, Rayleigh & Rician channel. Section 4 deals about QAM and its variants. Section 5 gives details about Frequency hopping spread spectrum and Section 6 details about the system model. 2. ADDITIVE WHITE GAUSSIAN NOISE(AWGN) It is a basic and generally accepted model for thermal noise in communication channels. The assumptions made in this model are: The noise is additive and white( i.e, the power spectral density is flat).Another assumption is that the noise samples have a Gaussian distribution. AWGN model is normally used in information theory to imitate the effect of many random processes that occur in nature. 3. RAYLEIGH AND RICIAN FADING CHANNELS Rayliegh channel is a statistical model for the effect of a propagation environment on a radio signal 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. Rician fading or Ricean fading is a stochastic model for radio propagation. The signal arrives at the receiver by several different paths which causes multipath interference. Rician fading is
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2101 applicable when there is a dominant propagation along the line of sight . In Rician fading, typically line of sight signal is much more stronger than the signal coming from different paths. 4. QUADRATURE AMPLITUDE MODULATION Quadrature amplitude modulation(QAM) is widely used in many digital radio communications and data communication applications . QAM is modulated using two carriers shifted in phase by 90 degrees, The resultant output consists of both amplitude and phase variations. The QAM64 signal (M= 64) corresponds to a 64 states and therefore each symbol represent 6 bits. The quadrature amplitude modulation (QAM) modulates an in-phase signal mI(t) and a quadrature signal mQ(t) using Y(t)=MI(t) cos(2πfct+ϕc)+MQ(t) sin(2πfct+ϕc) where Y(t) is the modulated signal, fc is the carrier frequency (Hertz), and φc is the initial phase (rad). Because the sine and cosine signals are orthogonal, the original signals can be recovered later using demodulation techniques. The corresponding demodulation method QADM, recovers both the in- phase and quadrature signals, mI(t) and mQ(t) respectively from the modulated signal y(t).[5] 5.FREQUENCYHOPPINGSPREADSPECTRUM(FHSS) The WCDMA technology employs the spectral spreading of the transmitted signal. If the transmitted signal has large envelope variations, it will create large envelope fluctuations as it propagates through the transmitter. These envelope variations can be eliminated by using the pulse shaping filter placed at the transmitter and receiver part of the system[3]. FHSS is a type of spread spectrum technique used to transmit radio signals by rapidly changing the carrier among many frequencies channels. In frequency hop spread-spectrum communication, the binary data sequence modulates the frequency of the carrier signal resulting in an MFSK signal. The MFSK signal finally modulates a carrier which hops randomly. This type of spread-spectrum in which the carrier hops randomly from one frequency to another is called frequency-hop(FH) spread-spectrum. If several symbols are transferred in each frequency hop then it is called as slow-frequency hopping spread-spectrum system. If carrier frequency hop several times during the transmission of one symbol then it is called fast-frequency-hop spread-spectrum system. In this work ,slow –frequency-hop spread spectrum system is used to analyze FHSS-CDMA with QAM-64 over AWGN and Fading Channels. High data rate modulation schemes are used along with FHSS-CDMA to deliver high quality multimedia content. 6. SYSTEM MODEL Figure.1: Block Diagram for FHSS-CDMA with QAM- 64 over AWGN and Fading Channels Figure 1 shows the block diagram of FHSS-CDMA with QAM-64 over AWGN and fading channels. Random binary generator in Matlab generates random binary bits and these bits are given as the input to the convolution encoder. Constraint length and rate used in the work is 5 and 1/4 respectively. Convolution encoder encodes the data(Converts the input binary vector to the output binary vector) and gives it to the Block interleaver. Block interleaver process the data and rearranges the data without omitting any bits. Block interleaving is a technique used by mobile wireless systems to combat the effects of bit errors introduced during the transmission of frame [6]. In wireless communication, QAM is one of the most commonly used modulation technique. QAM -64 is one of the variants of QAM. Both Phase and Amplitude are varied in QAM. In QAM-64 each 6 bits will be considered as one sequence and the amplitude and phase will be varied for each 6 bits. QAM-64 modulation technique as good bandwidth efficiency with wideband FHSS-CDMA. Frequency hopping spreader spreads the QAM modulated signal by consuming less power. The spread signal is analyzed by sending it into AWGN, Rician and Rayleigh fading channels. At the receiver the faded signal is picked and de-spread using frequency hopping de-spreader and demodulated using QAM-64 demodulator. Block De-interleaver rearranges the data. Viterbi decoder is used to decode the data sent. Viterbi decoder is a maximum- likelihood decoder, which is optimum for a white Gaussian noise channel. The demodulated data from AWGN, Rayleigh and Rician fading channel is compared with transmitted data. Random binary generator Convolutio n encoder Block interleaver QAM-64 Modulator Frequency hopping spreader Fading Channel Frequency hopping De- Spreader Block De- interleaver QAM-64 De- Modulator Viterbi decoder
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2102 7. Simulations & Result analysis Figure 2:Unipolar NRZ format for 1010011111101011 Figure 3: Waveform of QAM-64 modulation for convolution encoded data sequence. Figure 4: Constellatation diagram for QAM-64 Figure 5: QAM-64 Modulated Signal with Frequency hopped Spread Spectrum using 6 Different Frequencies Figure 6: FHSS QAM-64 signal with AWGN, Rayleigh and Rician fading channels Figure 7: De-spread signal from AWGN, Rayleigh and Rician fading channels Figure 8: Demodulated signal from AWGN channel Figure 9: Demodulated signal from Rayleigh channel
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2103 Figure 10: Demodulated signal from Rician channel Figure 11: Comparison of convolution encoded data at the transmitter with demodulated data from AWGN, Rayleigh and Rician fading channels. Figure 12: Comparison of transmitted and received binary bits from different fading channels 8. Conclusion FHSS-CDMA with QAM-64 modulation technique is developed and analyzed with AWGN and fading channels. Efficient use of these channels will go a long way in the development of CDMA technology in future. From the results obtained it can be concluded that AWGN always gives less errors compared to Rician and Rayleigh fading channels. From the results it is observed that Rician fading channel gives less bit errors compared to Rayleigh fading channel due to line of sight component present in it. By increasing bit energy, bit errors can still be reduced in AWGN channel. REFERENCES [1] Vishwas Giri Goswami, Sandhya Sharma, “Perfomance Analysis of DifferentM-ARYmodulationtechniquesover wireless fading channel”, IOSR Journal of Electronics & Communication Engineering(IOSR-JECE), Vol 4,Issue 1,pp32-38,2012 [2] Kumar A, Gupta M, “Comparative Study and Analysis of BER of CDMA with Different Modulation Scheme”, Journal Of Computer & Technology,Vol. 12, No. 8,pp 3839-3843, 2014. [3] Masud M, Samsuzzaan M, Rahman M, “Bit Error Rate Performance Analysis on Modulation Techniques of Wideband Code Division Multiple Access”, Journal of Telecommunications, Vol. 1, No. 2, pp 22-29, 2010. [4] J.S. Blogh and L. Hanzo, “Adaptive Modulation and Adaptive Antenna Array AssistedNetwork Performance of Multi-User Detection Aided UTRA-like FDD/CDMA”, Proceedings of IEEE 56th Vehicular Technology Conference 24-28 September, 2002 [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 Vol 4, issue 2, July, 2015. [6] Gary.J.Mullett“IntroductiontoWirelessTelecommmunic ations Systems and Networks” ISBN-10:81-315-0559- 6, year 2011. BIOGRAPHIES Prashanth G S has completed B.Ein 2007 from REC, Hulkoti and M.Tech in 2013 from JNNCE, Shivamogga . He is presently working as Assistant Professor at JNNCE, Shivamogga and also pursuing PhD in the area of WSN. His areas of interests are Communication Systems & WSN.