SlideShare a Scribd company logo
1 of 7
Download to read offline
Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14)
30 – 31, December 2014, Ernakulam, India
167
QPSK MODULATION FOR DSSS-CDMA TRANSMITTER
AND RECEIVER USING FPGA
Susan Kuriakose1
, Ms. Miji Jacob2
1, 2
ECE, SNGCE, Kadayiruppu, India
ABSTRACT
Direct sequence spread spectrum technique, which also known as direct sequence code division multiple access
(DS-CDMA), is one of the two approaches to spread spectrum modulation for digital signal transmission. Direct
sequence CDMA is the most popular of CDMA techniques. The DS-CDMA transmitter multiplies each of user signals
by a distinct code waveform. The detector receives a signal composed of the sum of all user signals. In a conventional
DS-CDMA system a particular user’s signal is detected by correlating the entire received signal with the user’s code
waveform. DS-CDMA transmitter and receiver are implemented in Verilog for FPGA .Transmitter module mainly
consist of user data generator, programmable chip sequence generator (PN sequence generator) and QPSK modulator.
The receiver module mainly consists of QPSK demodulator, PN sequence generator, matched filter and threshold
detector block. QPSK is a form of phase shift keying in which 2 bits are modulated at once. QPSK allows the signal to
carry twice as much information as ordinary PSK using same bandwidth. Modelsim tool will be used for functional and
logic verification. Xilinx synthesis technology will be used for synthesis of transmitter and receiver on FPGA Spartan
3E.
Keywords: DS-CDMA, PN, QPSK, BPSK, DSSS.
I. INTRODUCTION
Continuous growing demands from end user for more data have encouraged the engineers to develop many new
types of modulation scheme in satellite communication system. New types of modulation technique were introduced to
increase the efficiency in data transmitting and receiving rate within the same bandwidth. One of the common
modulation method used in satellite communication system is QPSK which is one form of PSK (Phase shift keying)
modulation scheme. In PSK modulation, the phase changed according to the base band data while the frequency and
amplitude remain unchanged. In QPSK quadrature means 4 different states that are used to represent a group of 2 bits
input data. The different inputs are 00, 01, 10 and 11 and each pair takes one form of QPSK state as shown in table1.
Mobile communications are rapidly becoming more and more necessary for everyday activities. With lot many
users to accommodate, more efficient and better use of bandwidth is the priority among cellular phone system
operators.DS-CDMA is a type of spread spectrum communication system in which multiple signal channels occupy same
frequency bandwidth, which is distinguished by the use of different spreading codes. CDMA base stations must be able
to discriminate this different code sequences to distinguish one transmission from other which is done by a matched
filter. Matched filter generates pseudo noise code and detects the user data.
In the recent years the CDMA on FPGA platform has attracted attention of academic research and industry.
Spartan-3E FPGA’s are best suited to a wide range of consumer electronics application.
INTERNATIONAL JOURNAL OF ELECTRONICS AND
COMMUNICATION ENGINEERING & TECHNOLOGY (IJECET)
ISSN 0976 – 6464(Print)
ISSN 0976 – 6472(Online)
Volume 5, Issue 12, December (2014), pp. 167-173
© IAEME: http://www.iaeme.com/IJECET.asp
Journal Impact Factor (2014): 7.2836 (Calculated by GISI)
www.jifactor.com
IJECET
© I A E M E
Proceedings of the International Conference on Emerging
II. PROPOSED METHOD
A. Digital communication system
The role of a digital communication system is to transport digital data between two nodes i.e. the transmitter
receiver. A digital communication system is made of digital and analog parts. The message to be sent is from a digital
source. A digital modulator translates the discrete symbols into an analog waveform that can be transmitted over the
channel [3], [4]. In the receiver, reverse signal processing happens. The digital data is transmitted between the
transmitted and receiver by varying a physical characteristic of a sinusoidal carrier, either the frequency or phase or
amplitude. This operation is performed with a modulator at the transmitting end to impose the physical change to the
carrier and a demodulator at the receiving end to detect the resultant modulation on reception [6],
B. Design of DS-CDMA Transmitter
Code Division Multiple Access [2] is a
timeslots. With CDMA, the narrow band message is multiplied by a large bandwidth signal that is a pseudo random noise
code (PN code) as shown in fig 1.
All users in a CDMA system use the same frequency band and transmit them simultaneously. The transmitted
signal will be recovered by correlating the received signal with the PN code used by the transmitter.After spreading, the
Data signal is modulated and transmitted. There are several types available for modulation, viz. BPSK, QPSK, M
etc. In this design, QPSK modulation is used to modulate and transmit the spread signal [7].
The basic building blocks of a DS CDMA transmitter system are shown in Figu
C. QPSK Modulation and Demodulation
The signals of the QPSK modulation are defined in (1), where f
International Conference on Emerging Trends in Engineering and Management (ICETEM14)
30 – 31, December 2014, Ernakulam, India
168
Table 1: Different phases of QPSK
The role of a digital communication system is to transport digital data between two nodes i.e. the transmitter
receiver. A digital communication system is made of digital and analog parts. The message to be sent is from a digital
source. A digital modulator translates the discrete symbols into an analog waveform that can be transmitted over the
. In the receiver, reverse signal processing happens. The digital data is transmitted between the
transmitted and receiver by varying a physical characteristic of a sinusoidal carrier, either the frequency or phase or
d with a modulator at the transmitting end to impose the physical change to the
carrier and a demodulator at the receiving end to detect the resultant modulation on reception [6],
Code Division Multiple Access [2] is a spread spectrum technique that uses neither frequency channels nor
timeslots. With CDMA, the narrow band message is multiplied by a large bandwidth signal that is a pseudo random noise
Figure 1: Direct sequence signals
All users in a CDMA system use the same frequency band and transmit them simultaneously. The transmitted
signal will be recovered by correlating the received signal with the PN code used by the transmitter.After spreading, the
transmitted. There are several types available for modulation, viz. BPSK, QPSK, M
etc. In this design, QPSK modulation is used to modulate and transmit the spread signal [7].
The basic building blocks of a DS CDMA transmitter system are shown in Figure 2.
Figure 2: DS-CDMA Transmitter
QPSK Modulation and Demodulation
The signals of the QPSK modulation are defined in (1), where fc is the frequency of the carrier and 0
Trends in Engineering and Management (ICETEM14)
31, December 2014, Ernakulam, India
The role of a digital communication system is to transport digital data between two nodes i.e. the transmitter and
receiver. A digital communication system is made of digital and analog parts. The message to be sent is from a digital
source. A digital modulator translates the discrete symbols into an analog waveform that can be transmitted over the
. In the receiver, reverse signal processing happens. The digital data is transmitted between the
transmitted and receiver by varying a physical characteristic of a sinusoidal carrier, either the frequency or phase or
d with a modulator at the transmitting end to impose the physical change to the
carrier and a demodulator at the receiving end to detect the resultant modulation on reception [6], [5].
spread spectrum technique that uses neither frequency channels nor
timeslots. With CDMA, the narrow band message is multiplied by a large bandwidth signal that is a pseudo random noise
All users in a CDMA system use the same frequency band and transmit them simultaneously. The transmitted
signal will be recovered by correlating the received signal with the PN code used by the transmitter.After spreading, the
transmitted. There are several types available for modulation, viz. BPSK, QPSK, M-QAM
is the frequency of the carrier and 0 <t <T [8], [10].
Proceedings of the International Conference on Emerging
Equation (1) can also be written as
where is the symbol energy
In QPSK, 2 bits are grouped together to form signals, and one of the 4 possible cases of dibits: 00, 01, 10 and 11
is transmitted. Also the odd bits were mapped to Si1 and even bits into Si2 [11].
Equation (2) of entire QPSK signal can be written as:
Where I (t) and Q (t) are pulse trains determined by odd and even bits. Since each bit occupies T
signals corresponding to the dibits last for T
The QPSK modulator is illustrated in fig 3
In the demodulator, the reverse operation happens. The I
as two different BPSK signals. The I-channel is demodulated with a cosine waveform and the Q
waveform. A parallel-to-serial-converter is used to combine the two sequences into a single one which represents the
modulating signal.
The QPSK Demodulator is illustrated in fig 4
International Conference on Emerging Trends in Engineering and Management (ICETEM14)
30 – 31, December 2014, Ernakulam, India
169
In QPSK, 2 bits are grouped together to form signals, and one of the 4 possible cases of dibits: 00, 01, 10 and 11
is transmitted. Also the odd bits were mapped to Si1 and even bits into Si2 [11].
ire QPSK signal can be written as:
Where I (t) and Q (t) are pulse trains determined by odd and even bits. Since each bit occupies T
signals corresponding to the dibits last for Ts = 2Tb.
The QPSK modulator is illustrated in fig 3
Figure 3: QPSK Modulator
In the demodulator, the reverse operation happens. The I-channel and the Q-channel are demodulated separately
channel is demodulated with a cosine waveform and the Q
converter is used to combine the two sequences into a single one which represents the
The QPSK Demodulator is illustrated in fig 4
Figure 4: QPSK Demodulator
Trends in Engineering and Management (ICETEM14)
31, December 2014, Ernakulam, India
In QPSK, 2 bits are grouped together to form signals, and one of the 4 possible cases of dibits: 00, 01, 10 and 11
Where I (t) and Q (t) are pulse trains determined by odd and even bits. Since each bit occupies Tb seconds, the
channel are demodulated separately
channel is demodulated with a cosine waveform and the Q-channel, with a sine
converter is used to combine the two sequences into a single one which represents the
Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14)
30 – 31, December 2014, Ernakulam, India
170
D. Design of spreader device
Spreader device used at transmitter side consists of XOR gate which performs XOR operation between data
input and locally generated PN sequences.
E. Design of DS-CDMA Receiver
In DS-CDMA receiver, the input to the system is the QPSK modulated signal. The signal would have affected
by noise and other interference in the communication channel. The DS-SS CDMA receiver should be designed carefully
to reproduce the data signal with least error.
The QPSK modulated input signal is multiplied by the locally generated carrier wave by the oscillator. The
multiplied signal is thereafter passed through the low pass filter to get low frequency components only. A decision device
is used to approximate the signal to binary sequence. This binary sequence obtained is the spread sequence of the data
signal. The main sensitive part of the DS-SS receiver is the synchronization of the locally generated PN sequence and the
sequence obtained from the decision device. Even a single bit mismatch may give rise to noise instead receiving the
actual data signal. Suitable method is used to achieve synchronization and multiply the local PN sequence code with that
of the received PN code. The Data signal is obtained after carrying out the multiplication process.
Figure 5: DS-CDMA Receiver
F. Threshold Detector
The threshold detector compares the magnitude of the correlated output with the threshold value. If the
magnitude of the correlated output is higher than the threshold value, then it is interpreted as ‘1’. Otherwise it will be
declared as ‘0’. This is the detected information bits.
III. SIMULATION RESULTS OF ALL MODULES
A. Simulation of sine wave
B. Simulation of cos wave
Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14)
30 – 31, December 2014, Ernakulam, India
171
C. Simulation of QPSK wave
D. Generation of user data
E. Modulated output multiplied with oscillator signal at receiver
F. Simulation of Integrator output
Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14)
30 – 31, December 2014, Ernakulam, India
172
G. Simulation of Threshold Detector output
H. Simulation of Final output
It can be observed that received data is same as user data with some amount of delay.
IV. CONCLUSION
In this project I have implemented various modules of Direct Sequence Code Multiple Access Communication
System using QPSK Modulation. This design is completely reconfigurable. System developed is implemented with
Pseudo noise code sequence; it can be implemented with any length sequence very easily like Gold code. The developed
DS CDMA system provides efficient area utilization on FPGA. CDMA is one of the most important multiple access
technique. In this project the designed transmitter and receiver has been tested using an arbitrary chosen data stream,
where these data have been transmitted through implemented transmitter and then received by our implemented receiver.
Implementation of a CDMA communication system with DSSS technique in Verilog has the following
advantages
• The design is fully reconfigurable
• The number of bits and PN sequence can be changed very easily
• Useful for both FPGA and ASIC implementations.
REFERENCES
[1] R.Sarojini, Ch. Rambabu,”Design and Implementation of DSSS-CDMA Transmitter and Receiver for
Reconfigurable Links using FPGA”, IJRTE, ISSN: 2277-3878, Volume-1, Issue -3, August 2012.
[2] Shahraki, A.S.; Nabavi, A, “Implementation of GSM and IS-95 equalizers on a reconfigurable architecture for
software radio systems, Circuits and Systems for communications 2008, Publication Year: 2008, Page(s):
336 – 339.
[3] F.Xiong, “Digital Modulation Techniques”, Artech House, UK.
[4] S.Popescu, A.Gontean, D.Ianchis, “QPSK Modulator on FPGA”
[5] S.Popescu, A.Gontean, M.Babaita, “BPSK System on Spartan 3E
[6] Y.Tachwali, H.Refai, “Implementation of a BPSK Transceiver on Hybrid Software Defined Radio Platforms”,
3rd International Conference on Information and Communication Technologies: From Theory to Applications,
Syria, 2008, pp. 1-5.
[7] V.A.Chandrasetty, “VLSI Design: A practical Guide for FPGA and ASIC Implementation”, Springer Briefs in
Electrical and computer Engineering, DOI 10.1007/978-1-4614-1120-8_2.page 17-25.
[8] F.Xiong, “Digital Modulation Techniques”, Artech House, UK,2000.
Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14)
30 – 31, December 2014, Ernakulam, India
173
[9] A.Gürgör, F.Arikan, O.Arikan, “Simulation of a digital communication system”, in Proceedings of the 13th
European Signal Processing Conference EUSIPCO, 2005, Turkey.
http://www.eurasip.org/Proceedings/Eusipco/Eusipco2005/defevent/papers/cr1142.pdf.
[10] S.Popescu, A.Gontean, D.Ianchis, “QPSK Modulator on FPGA”, unpublished.
[11] System Generator for DSP. Getting Started Guide. Xilinx. 2008.
[12] M.Habib Ullah, Akhmad Unggul Priantoro, M.Jasim Uddin, “Design and Construction of Direct Sequence
Spread Spectrum CDMA Transmitter and Receiver” Proceedings of 11th International Conference on Computer
and Information Technology (ICCIT 2008).
[13] S.Moshavi, “Multi -user Detection for DS-CDMA Communications”, IEEE Communications Magazine,
Vol. 34 No. 10, pp. 124-36, Oct.
[14] Gaurav Purohit, Divya Vyas, Kota Solomon Raju, V.K Chaubey and Arvind Nehra, “Hardware Co-Simulation
of BPSK and QPSK for Software Defined Radio”, International Journal of Electronics and Communication
Engineering & Technology (IJECET), Volume 4, Issue 7, 2013, pp. 301 - 308, ISSN Print: 0976- 6464,
ISSN Online: 0976 –6472.
[15] J.Ravindrababu and Dr.E.V.Krishna Rao, “Performance Analysis and Comparison of Linear Multi-User
Detectors in DS-CDMA System”, International Journal of Electronics and Communication Engineering &
Technology (IJECET), Volume 3, Issue 1, 2012, pp. 229 - 243, ISSN Print: 0976- 6464, ISSN Online:
0976 –6472.

More Related Content

What's hot

Design and implementation of qpsk modulator using digital subcarrier
Design and implementation of qpsk modulator using digital subcarrierDesign and implementation of qpsk modulator using digital subcarrier
Design and implementation of qpsk modulator using digital subcarrier
Gongadi Nagaraju
 
IEEE_Peer_Reviewed_Paper_1
IEEE_Peer_Reviewed_Paper_1IEEE_Peer_Reviewed_Paper_1
IEEE_Peer_Reviewed_Paper_1
Saad Mahboob
 

What's hot (20)

GNU Radio based Real Time Data Transmission and Reception
GNU Radio based Real Time Data Transmission and ReceptionGNU Radio based Real Time Data Transmission and Reception
GNU Radio based Real Time Data Transmission and Reception
 
Rake Receiver
Rake ReceiverRake Receiver
Rake Receiver
 
Design and implementation of qpsk modulator using digital subcarrier
Design and implementation of qpsk modulator using digital subcarrierDesign and implementation of qpsk modulator using digital subcarrier
Design and implementation of qpsk modulator using digital subcarrier
 
Cellular Networks
Cellular NetworksCellular Networks
Cellular Networks
 
UMKC Dynamics of BER smaller
UMKC Dynamics of BER smallerUMKC Dynamics of BER smaller
UMKC Dynamics of BER smaller
 
Comparative performance analysis of different modulation techniques for papr ...
Comparative performance analysis of different modulation techniques for papr ...Comparative performance analysis of different modulation techniques for papr ...
Comparative performance analysis of different modulation techniques for papr ...
 
J010234960
J010234960J010234960
J010234960
 
Ff34970973
Ff34970973Ff34970973
Ff34970973
 
IEEE_Peer_Reviewed_Paper_1
IEEE_Peer_Reviewed_Paper_1IEEE_Peer_Reviewed_Paper_1
IEEE_Peer_Reviewed_Paper_1
 
Cdma and 3 g
Cdma and 3 gCdma and 3 g
Cdma and 3 g
 
ADAPTIVE MODULATION TECHNIQUES FOR CAPACITY IMPROVEMENT OF BER IN WCDMA
ADAPTIVE MODULATION TECHNIQUES FOR CAPACITY IMPROVEMENT OF BER IN WCDMAADAPTIVE MODULATION TECHNIQUES FOR CAPACITY IMPROVEMENT OF BER IN WCDMA
ADAPTIVE MODULATION TECHNIQUES FOR CAPACITY IMPROVEMENT OF BER IN WCDMA
 
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...
 
[IJET-V1I2P5] Authors : Ms.Pallavi Dhok, Mr.Aditya Dhanvijay
[IJET-V1I2P5] Authors : Ms.Pallavi Dhok, Mr.Aditya Dhanvijay[IJET-V1I2P5] Authors : Ms.Pallavi Dhok, Mr.Aditya Dhanvijay
[IJET-V1I2P5] Authors : Ms.Pallavi Dhok, Mr.Aditya Dhanvijay
 
Ln3619761985
Ln3619761985Ln3619761985
Ln3619761985
 
EC8395 COMMUNICATION ENGINEERING UNIT II
EC8395 COMMUNICATION ENGINEERING UNIT IIEC8395 COMMUNICATION ENGINEERING UNIT II
EC8395 COMMUNICATION ENGINEERING UNIT II
 
10 wman2[1]
10 wman2[1]10 wman2[1]
10 wman2[1]
 
FPGA Implementation of Optimized CIC Filter for Sample Rate Conversion in Sof...
FPGA Implementation of Optimized CIC Filter for Sample Rate Conversion in Sof...FPGA Implementation of Optimized CIC Filter for Sample Rate Conversion in Sof...
FPGA Implementation of Optimized CIC Filter for Sample Rate Conversion in Sof...
 
Gsm interview question
Gsm interview questionGsm interview question
Gsm interview question
 
4 contant M.TECH ( PDF FILE )
4 contant M.TECH ( PDF FILE )4 contant M.TECH ( PDF FILE )
4 contant M.TECH ( PDF FILE )
 
G0361052058
G0361052058G0361052058
G0361052058
 

Viewers also liked

Performance analysis on modulation techniques of w cdma in multipath fading c...
Performance analysis on modulation techniques of w cdma in multipath fading c...Performance analysis on modulation techniques of w cdma in multipath fading c...
Performance analysis on modulation techniques of w cdma in multipath fading c...
Ashish Ranjan
 
CDMA Transmitter and Receiver Implementation Using FPGA
CDMA Transmitter and Receiver Implementation Using FPGACDMA Transmitter and Receiver Implementation Using FPGA
CDMA Transmitter and Receiver Implementation Using FPGA
IOSR Journals
 
What is 16 qam modulation
What is 16 qam modulationWhat is 16 qam modulation
What is 16 qam modulation
FOSCO Fiber Optics
 

Viewers also liked (14)

Performance analysis on modulation techniques of w cdma in multipath fading c...
Performance analysis on modulation techniques of w cdma in multipath fading c...Performance analysis on modulation techniques of w cdma in multipath fading c...
Performance analysis on modulation techniques of w cdma in multipath fading c...
 
CDMA Transmitter and Receiver Implementation Using FPGA
CDMA Transmitter and Receiver Implementation Using FPGACDMA Transmitter and Receiver Implementation Using FPGA
CDMA Transmitter and Receiver Implementation Using FPGA
 
Pulse Shaping FIR Filter for WCDMA
Pulse Shaping FIR Filter for WCDMAPulse Shaping FIR Filter for WCDMA
Pulse Shaping FIR Filter for WCDMA
 
Using matlab simulink
Using matlab simulinkUsing matlab simulink
Using matlab simulink
 
Qam64
Qam64Qam64
Qam64
 
Comparison of BER performances of 64-PSK and 64-QAM in AWGN channels
Comparison of BER performances of  64-PSK and 64-QAM in  AWGN channelsComparison of BER performances of  64-PSK and 64-QAM in  AWGN channels
Comparison of BER performances of 64-PSK and 64-QAM in AWGN channels
 
Qpsk
QpskQpsk
Qpsk
 
What is 16 qam modulation
What is 16 qam modulationWhat is 16 qam modulation
What is 16 qam modulation
 
Phase Shift Keying & π/4 -Quadrature Phase Shift Keying
Phase Shift Keying & π/4 -Quadrature Phase Shift KeyingPhase Shift Keying & π/4 -Quadrature Phase Shift Keying
Phase Shift Keying & π/4 -Quadrature Phase Shift Keying
 
Qudrature Amplitude Modulation by Krishna Teja & Sunil
Qudrature Amplitude Modulation by Krishna Teja & SunilQudrature Amplitude Modulation by Krishna Teja & Sunil
Qudrature Amplitude Modulation by Krishna Teja & Sunil
 
Digital modulation
Digital modulationDigital modulation
Digital modulation
 
Using matlab simulink
Using matlab simulinkUsing matlab simulink
Using matlab simulink
 
Quadrature amplitude modulation
Quadrature amplitude modulationQuadrature amplitude modulation
Quadrature amplitude modulation
 
QUADRATURE AMPLITUDE MODULATION
QUADRATURE AMPLITUDE MODULATIONQUADRATURE AMPLITUDE MODULATION
QUADRATURE AMPLITUDE MODULATION
 

Similar to Qpsk modulation for dsss cdma transmitter and receiver using fpga

PERFORMANCE ANALYSIS OF QOS PARAMETERS LIKE PSNR, MAE & RMSE USED IN IMAGE TR...
PERFORMANCE ANALYSIS OF QOS PARAMETERS LIKE PSNR, MAE & RMSE USED IN IMAGE TR...PERFORMANCE ANALYSIS OF QOS PARAMETERS LIKE PSNR, MAE & RMSE USED IN IMAGE TR...
PERFORMANCE ANALYSIS OF QOS PARAMETERS LIKE PSNR, MAE & RMSE USED IN IMAGE TR...
Journal For Research
 
MIMO ofdm techniques for wireless communication
MIMO ofdm techniques for wireless communicationMIMO ofdm techniques for wireless communication
MIMO ofdm techniques for wireless communication
mohan676910
 

Similar to Qpsk modulation for dsss cdma transmitter and receiver using fpga (20)

PERFORMANCE EVALUATION OF MC-CDMA SYSTEM OVER RAYLEIGH FADING CHANNEL
PERFORMANCE EVALUATION OF MC-CDMA SYSTEM OVER RAYLEIGH FADING CHANNELPERFORMANCE EVALUATION OF MC-CDMA SYSTEM OVER RAYLEIGH FADING CHANNEL
PERFORMANCE EVALUATION OF MC-CDMA SYSTEM OVER RAYLEIGH FADING CHANNEL
 
Non-binary codes approach on the performance of short-packet full-duplex tran...
Non-binary codes approach on the performance of short-packet full-duplex tran...Non-binary codes approach on the performance of short-packet full-duplex tran...
Non-binary codes approach on the performance of short-packet full-duplex tran...
 
Performance of Wideband Mobile Channel with Perfect Synchronism BPSK vs QPSK ...
Performance of Wideband Mobile Channel with Perfect Synchronism BPSK vs QPSK ...Performance of Wideband Mobile Channel with Perfect Synchronism BPSK vs QPSK ...
Performance of Wideband Mobile Channel with Perfect Synchronism BPSK vs QPSK ...
 
Estimation and design of mc ds-cdma for hybrid concatenated coding in high sp...
Estimation and design of mc ds-cdma for hybrid concatenated coding in high sp...Estimation and design of mc ds-cdma for hybrid concatenated coding in high sp...
Estimation and design of mc ds-cdma for hybrid concatenated coding in high sp...
 
Estimation and design of mc ds-cdma for hybrid concatenated coding in high sp...
Estimation and design of mc ds-cdma for hybrid concatenated coding in high sp...Estimation and design of mc ds-cdma for hybrid concatenated coding in high sp...
Estimation and design of mc ds-cdma for hybrid concatenated coding in high sp...
 
A NOVEL CHAOS BASED MODULATION SCHEME (CS-QCSK) WITH IMPROVED BER PERFORMANCE
A NOVEL CHAOS BASED MODULATION SCHEME (CS-QCSK) WITH IMPROVED BER PERFORMANCEA NOVEL CHAOS BASED MODULATION SCHEME (CS-QCSK) WITH IMPROVED BER PERFORMANCE
A NOVEL CHAOS BASED MODULATION SCHEME (CS-QCSK) WITH IMPROVED BER PERFORMANCE
 
SECURED TEXT MESSAGE TRANSMISSION IN PRE -CHANNEL EQUALIZATION BASED MIMO- OF...
SECURED TEXT MESSAGE TRANSMISSION IN PRE -CHANNEL EQUALIZATION BASED MIMO- OF...SECURED TEXT MESSAGE TRANSMISSION IN PRE -CHANNEL EQUALIZATION BASED MIMO- OF...
SECURED TEXT MESSAGE TRANSMISSION IN PRE -CHANNEL EQUALIZATION BASED MIMO- OF...
 
A Carrierless Amplitude Phase (CAP) Modulation Format: Perspective and Prospe...
A Carrierless Amplitude Phase (CAP) Modulation Format: Perspective and Prospe...A Carrierless Amplitude Phase (CAP) Modulation Format: Perspective and Prospe...
A Carrierless Amplitude Phase (CAP) Modulation Format: Perspective and Prospe...
 
PERFORMANCE ANALYSIS OF QOS PARAMETERS LIKE PSNR, MAE & RMSE USED IN IMAGE TR...
PERFORMANCE ANALYSIS OF QOS PARAMETERS LIKE PSNR, MAE & RMSE USED IN IMAGE TR...PERFORMANCE ANALYSIS OF QOS PARAMETERS LIKE PSNR, MAE & RMSE USED IN IMAGE TR...
PERFORMANCE ANALYSIS OF QOS PARAMETERS LIKE PSNR, MAE & RMSE USED IN IMAGE TR...
 
Bm044394397
Bm044394397Bm044394397
Bm044394397
 
Digital communication unit II
Digital communication unit IIDigital communication unit II
Digital communication unit II
 
Distributed Spatial Modulation based Cooperative Diversity Scheme
Distributed Spatial Modulation based Cooperative Diversity SchemeDistributed Spatial Modulation based Cooperative Diversity Scheme
Distributed Spatial Modulation based Cooperative Diversity Scheme
 
A Multiple Access Technique for Differential Noise Shift Keying: A Review of ...
A Multiple Access Technique for Differential Noise Shift Keying: A Review of ...A Multiple Access Technique for Differential Noise Shift Keying: A Review of ...
A Multiple Access Technique for Differential Noise Shift Keying: A Review of ...
 
MULTIUSER BER ANALYSIS OF CS-QCSK MODULATION SCHEME IN A CELLULAR SYSTEM
MULTIUSER BER ANALYSIS OF CS-QCSK MODULATION SCHEME IN A CELLULAR SYSTEM MULTIUSER BER ANALYSIS OF CS-QCSK MODULATION SCHEME IN A CELLULAR SYSTEM
MULTIUSER BER ANALYSIS OF CS-QCSK MODULATION SCHEME IN A CELLULAR SYSTEM
 
MIMO ofdm techniques for wireless communication
MIMO ofdm techniques for wireless communicationMIMO ofdm techniques for wireless communication
MIMO ofdm techniques for wireless communication
 
Data detection with a progressive parallel ici canceller in mimo ofdm
Data detection with a progressive parallel ici canceller in mimo ofdmData detection with a progressive parallel ici canceller in mimo ofdm
Data detection with a progressive parallel ici canceller in mimo ofdm
 
A New Hybrid Diversity Combining Scheme for Mobile Radio Communication System...
A New Hybrid Diversity Combining Scheme for Mobile Radio Communication System...A New Hybrid Diversity Combining Scheme for Mobile Radio Communication System...
A New Hybrid Diversity Combining Scheme for Mobile Radio Communication System...
 
A NEW HYBRID DIVERSITY COMBINING SCHEME FOR MOBILE RADIO COMMUNICATION SYSTEM...
A NEW HYBRID DIVERSITY COMBINING SCHEME FOR MOBILE RADIO COMMUNICATION SYSTEM...A NEW HYBRID DIVERSITY COMBINING SCHEME FOR MOBILE RADIO COMMUNICATION SYSTEM...
A NEW HYBRID DIVERSITY COMBINING SCHEME FOR MOBILE RADIO COMMUNICATION SYSTEM...
 
Project report
Project reportProject report
Project report
 
A low complexity distributed differential scheme based on orthogonal space t...
A low complexity distributed differential scheme based on  orthogonal space t...A low complexity distributed differential scheme based on  orthogonal space t...
A low complexity distributed differential scheme based on orthogonal space t...
 

More from IAEME Publication

A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
IAEME Publication
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
IAEME Publication
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICE
IAEME Publication
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
IAEME Publication
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
IAEME Publication
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
IAEME Publication
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
IAEME Publication
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
IAEME Publication
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
IAEME Publication
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
IAEME Publication
 

More from IAEME Publication (20)

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdf
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICE
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
 

Recently uploaded

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 

Recently uploaded (20)

FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 

Qpsk modulation for dsss cdma transmitter and receiver using fpga

  • 1. Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14) 30 – 31, December 2014, Ernakulam, India 167 QPSK MODULATION FOR DSSS-CDMA TRANSMITTER AND RECEIVER USING FPGA Susan Kuriakose1 , Ms. Miji Jacob2 1, 2 ECE, SNGCE, Kadayiruppu, India ABSTRACT Direct sequence spread spectrum technique, which also known as direct sequence code division multiple access (DS-CDMA), is one of the two approaches to spread spectrum modulation for digital signal transmission. Direct sequence CDMA is the most popular of CDMA techniques. The DS-CDMA transmitter multiplies each of user signals by a distinct code waveform. The detector receives a signal composed of the sum of all user signals. In a conventional DS-CDMA system a particular user’s signal is detected by correlating the entire received signal with the user’s code waveform. DS-CDMA transmitter and receiver are implemented in Verilog for FPGA .Transmitter module mainly consist of user data generator, programmable chip sequence generator (PN sequence generator) and QPSK modulator. The receiver module mainly consists of QPSK demodulator, PN sequence generator, matched filter and threshold detector block. QPSK is a form of phase shift keying in which 2 bits are modulated at once. QPSK allows the signal to carry twice as much information as ordinary PSK using same bandwidth. Modelsim tool will be used for functional and logic verification. Xilinx synthesis technology will be used for synthesis of transmitter and receiver on FPGA Spartan 3E. Keywords: DS-CDMA, PN, QPSK, BPSK, DSSS. I. INTRODUCTION Continuous growing demands from end user for more data have encouraged the engineers to develop many new types of modulation scheme in satellite communication system. New types of modulation technique were introduced to increase the efficiency in data transmitting and receiving rate within the same bandwidth. One of the common modulation method used in satellite communication system is QPSK which is one form of PSK (Phase shift keying) modulation scheme. In PSK modulation, the phase changed according to the base band data while the frequency and amplitude remain unchanged. In QPSK quadrature means 4 different states that are used to represent a group of 2 bits input data. The different inputs are 00, 01, 10 and 11 and each pair takes one form of QPSK state as shown in table1. Mobile communications are rapidly becoming more and more necessary for everyday activities. With lot many users to accommodate, more efficient and better use of bandwidth is the priority among cellular phone system operators.DS-CDMA is a type of spread spectrum communication system in which multiple signal channels occupy same frequency bandwidth, which is distinguished by the use of different spreading codes. CDMA base stations must be able to discriminate this different code sequences to distinguish one transmission from other which is done by a matched filter. Matched filter generates pseudo noise code and detects the user data. In the recent years the CDMA on FPGA platform has attracted attention of academic research and industry. Spartan-3E FPGA’s are best suited to a wide range of consumer electronics application. INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATION ENGINEERING & TECHNOLOGY (IJECET) ISSN 0976 – 6464(Print) ISSN 0976 – 6472(Online) Volume 5, Issue 12, December (2014), pp. 167-173 © IAEME: http://www.iaeme.com/IJECET.asp Journal Impact Factor (2014): 7.2836 (Calculated by GISI) www.jifactor.com IJECET © I A E M E
  • 2. Proceedings of the International Conference on Emerging II. PROPOSED METHOD A. Digital communication system The role of a digital communication system is to transport digital data between two nodes i.e. the transmitter receiver. A digital communication system is made of digital and analog parts. The message to be sent is from a digital source. A digital modulator translates the discrete symbols into an analog waveform that can be transmitted over the channel [3], [4]. In the receiver, reverse signal processing happens. The digital data is transmitted between the transmitted and receiver by varying a physical characteristic of a sinusoidal carrier, either the frequency or phase or amplitude. This operation is performed with a modulator at the transmitting end to impose the physical change to the carrier and a demodulator at the receiving end to detect the resultant modulation on reception [6], B. Design of DS-CDMA Transmitter Code Division Multiple Access [2] is a timeslots. With CDMA, the narrow band message is multiplied by a large bandwidth signal that is a pseudo random noise code (PN code) as shown in fig 1. All users in a CDMA system use the same frequency band and transmit them simultaneously. The transmitted signal will be recovered by correlating the received signal with the PN code used by the transmitter.After spreading, the Data signal is modulated and transmitted. There are several types available for modulation, viz. BPSK, QPSK, M etc. In this design, QPSK modulation is used to modulate and transmit the spread signal [7]. The basic building blocks of a DS CDMA transmitter system are shown in Figu C. QPSK Modulation and Demodulation The signals of the QPSK modulation are defined in (1), where f International Conference on Emerging Trends in Engineering and Management (ICETEM14) 30 – 31, December 2014, Ernakulam, India 168 Table 1: Different phases of QPSK The role of a digital communication system is to transport digital data between two nodes i.e. the transmitter receiver. A digital communication system is made of digital and analog parts. The message to be sent is from a digital source. A digital modulator translates the discrete symbols into an analog waveform that can be transmitted over the . In the receiver, reverse signal processing happens. The digital data is transmitted between the transmitted and receiver by varying a physical characteristic of a sinusoidal carrier, either the frequency or phase or d with a modulator at the transmitting end to impose the physical change to the carrier and a demodulator at the receiving end to detect the resultant modulation on reception [6], Code Division Multiple Access [2] is a spread spectrum technique that uses neither frequency channels nor timeslots. With CDMA, the narrow band message is multiplied by a large bandwidth signal that is a pseudo random noise Figure 1: Direct sequence signals All users in a CDMA system use the same frequency band and transmit them simultaneously. The transmitted signal will be recovered by correlating the received signal with the PN code used by the transmitter.After spreading, the transmitted. There are several types available for modulation, viz. BPSK, QPSK, M etc. In this design, QPSK modulation is used to modulate and transmit the spread signal [7]. The basic building blocks of a DS CDMA transmitter system are shown in Figure 2. Figure 2: DS-CDMA Transmitter QPSK Modulation and Demodulation The signals of the QPSK modulation are defined in (1), where fc is the frequency of the carrier and 0 Trends in Engineering and Management (ICETEM14) 31, December 2014, Ernakulam, India The role of a digital communication system is to transport digital data between two nodes i.e. the transmitter and receiver. A digital communication system is made of digital and analog parts. The message to be sent is from a digital source. A digital modulator translates the discrete symbols into an analog waveform that can be transmitted over the . In the receiver, reverse signal processing happens. The digital data is transmitted between the transmitted and receiver by varying a physical characteristic of a sinusoidal carrier, either the frequency or phase or d with a modulator at the transmitting end to impose the physical change to the carrier and a demodulator at the receiving end to detect the resultant modulation on reception [6], [5]. spread spectrum technique that uses neither frequency channels nor timeslots. With CDMA, the narrow band message is multiplied by a large bandwidth signal that is a pseudo random noise All users in a CDMA system use the same frequency band and transmit them simultaneously. The transmitted signal will be recovered by correlating the received signal with the PN code used by the transmitter.After spreading, the transmitted. There are several types available for modulation, viz. BPSK, QPSK, M-QAM is the frequency of the carrier and 0 <t <T [8], [10].
  • 3. Proceedings of the International Conference on Emerging Equation (1) can also be written as where is the symbol energy In QPSK, 2 bits are grouped together to form signals, and one of the 4 possible cases of dibits: 00, 01, 10 and 11 is transmitted. Also the odd bits were mapped to Si1 and even bits into Si2 [11]. Equation (2) of entire QPSK signal can be written as: Where I (t) and Q (t) are pulse trains determined by odd and even bits. Since each bit occupies T signals corresponding to the dibits last for T The QPSK modulator is illustrated in fig 3 In the demodulator, the reverse operation happens. The I as two different BPSK signals. The I-channel is demodulated with a cosine waveform and the Q waveform. A parallel-to-serial-converter is used to combine the two sequences into a single one which represents the modulating signal. The QPSK Demodulator is illustrated in fig 4 International Conference on Emerging Trends in Engineering and Management (ICETEM14) 30 – 31, December 2014, Ernakulam, India 169 In QPSK, 2 bits are grouped together to form signals, and one of the 4 possible cases of dibits: 00, 01, 10 and 11 is transmitted. Also the odd bits were mapped to Si1 and even bits into Si2 [11]. ire QPSK signal can be written as: Where I (t) and Q (t) are pulse trains determined by odd and even bits. Since each bit occupies T signals corresponding to the dibits last for Ts = 2Tb. The QPSK modulator is illustrated in fig 3 Figure 3: QPSK Modulator In the demodulator, the reverse operation happens. The I-channel and the Q-channel are demodulated separately channel is demodulated with a cosine waveform and the Q converter is used to combine the two sequences into a single one which represents the The QPSK Demodulator is illustrated in fig 4 Figure 4: QPSK Demodulator Trends in Engineering and Management (ICETEM14) 31, December 2014, Ernakulam, India In QPSK, 2 bits are grouped together to form signals, and one of the 4 possible cases of dibits: 00, 01, 10 and 11 Where I (t) and Q (t) are pulse trains determined by odd and even bits. Since each bit occupies Tb seconds, the channel are demodulated separately channel is demodulated with a cosine waveform and the Q-channel, with a sine converter is used to combine the two sequences into a single one which represents the
  • 4. Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14) 30 – 31, December 2014, Ernakulam, India 170 D. Design of spreader device Spreader device used at transmitter side consists of XOR gate which performs XOR operation between data input and locally generated PN sequences. E. Design of DS-CDMA Receiver In DS-CDMA receiver, the input to the system is the QPSK modulated signal. The signal would have affected by noise and other interference in the communication channel. The DS-SS CDMA receiver should be designed carefully to reproduce the data signal with least error. The QPSK modulated input signal is multiplied by the locally generated carrier wave by the oscillator. The multiplied signal is thereafter passed through the low pass filter to get low frequency components only. A decision device is used to approximate the signal to binary sequence. This binary sequence obtained is the spread sequence of the data signal. The main sensitive part of the DS-SS receiver is the synchronization of the locally generated PN sequence and the sequence obtained from the decision device. Even a single bit mismatch may give rise to noise instead receiving the actual data signal. Suitable method is used to achieve synchronization and multiply the local PN sequence code with that of the received PN code. The Data signal is obtained after carrying out the multiplication process. Figure 5: DS-CDMA Receiver F. Threshold Detector The threshold detector compares the magnitude of the correlated output with the threshold value. If the magnitude of the correlated output is higher than the threshold value, then it is interpreted as ‘1’. Otherwise it will be declared as ‘0’. This is the detected information bits. III. SIMULATION RESULTS OF ALL MODULES A. Simulation of sine wave B. Simulation of cos wave
  • 5. Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14) 30 – 31, December 2014, Ernakulam, India 171 C. Simulation of QPSK wave D. Generation of user data E. Modulated output multiplied with oscillator signal at receiver F. Simulation of Integrator output
  • 6. Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14) 30 – 31, December 2014, Ernakulam, India 172 G. Simulation of Threshold Detector output H. Simulation of Final output It can be observed that received data is same as user data with some amount of delay. IV. CONCLUSION In this project I have implemented various modules of Direct Sequence Code Multiple Access Communication System using QPSK Modulation. This design is completely reconfigurable. System developed is implemented with Pseudo noise code sequence; it can be implemented with any length sequence very easily like Gold code. The developed DS CDMA system provides efficient area utilization on FPGA. CDMA is one of the most important multiple access technique. In this project the designed transmitter and receiver has been tested using an arbitrary chosen data stream, where these data have been transmitted through implemented transmitter and then received by our implemented receiver. Implementation of a CDMA communication system with DSSS technique in Verilog has the following advantages • The design is fully reconfigurable • The number of bits and PN sequence can be changed very easily • Useful for both FPGA and ASIC implementations. REFERENCES [1] R.Sarojini, Ch. Rambabu,”Design and Implementation of DSSS-CDMA Transmitter and Receiver for Reconfigurable Links using FPGA”, IJRTE, ISSN: 2277-3878, Volume-1, Issue -3, August 2012. [2] Shahraki, A.S.; Nabavi, A, “Implementation of GSM and IS-95 equalizers on a reconfigurable architecture for software radio systems, Circuits and Systems for communications 2008, Publication Year: 2008, Page(s): 336 – 339. [3] F.Xiong, “Digital Modulation Techniques”, Artech House, UK. [4] S.Popescu, A.Gontean, D.Ianchis, “QPSK Modulator on FPGA” [5] S.Popescu, A.Gontean, M.Babaita, “BPSK System on Spartan 3E [6] Y.Tachwali, H.Refai, “Implementation of a BPSK Transceiver on Hybrid Software Defined Radio Platforms”, 3rd International Conference on Information and Communication Technologies: From Theory to Applications, Syria, 2008, pp. 1-5. [7] V.A.Chandrasetty, “VLSI Design: A practical Guide for FPGA and ASIC Implementation”, Springer Briefs in Electrical and computer Engineering, DOI 10.1007/978-1-4614-1120-8_2.page 17-25. [8] F.Xiong, “Digital Modulation Techniques”, Artech House, UK,2000.
  • 7. Proceedings of the International Conference on Emerging Trends in Engineering and Management (ICETEM14) 30 – 31, December 2014, Ernakulam, India 173 [9] A.Gürgör, F.Arikan, O.Arikan, “Simulation of a digital communication system”, in Proceedings of the 13th European Signal Processing Conference EUSIPCO, 2005, Turkey. http://www.eurasip.org/Proceedings/Eusipco/Eusipco2005/defevent/papers/cr1142.pdf. [10] S.Popescu, A.Gontean, D.Ianchis, “QPSK Modulator on FPGA”, unpublished. [11] System Generator for DSP. Getting Started Guide. Xilinx. 2008. [12] M.Habib Ullah, Akhmad Unggul Priantoro, M.Jasim Uddin, “Design and Construction of Direct Sequence Spread Spectrum CDMA Transmitter and Receiver” Proceedings of 11th International Conference on Computer and Information Technology (ICCIT 2008). [13] S.Moshavi, “Multi -user Detection for DS-CDMA Communications”, IEEE Communications Magazine, Vol. 34 No. 10, pp. 124-36, Oct. [14] Gaurav Purohit, Divya Vyas, Kota Solomon Raju, V.K Chaubey and Arvind Nehra, “Hardware Co-Simulation of BPSK and QPSK for Software Defined Radio”, International Journal of Electronics and Communication Engineering & Technology (IJECET), Volume 4, Issue 7, 2013, pp. 301 - 308, ISSN Print: 0976- 6464, ISSN Online: 0976 –6472. [15] J.Ravindrababu and Dr.E.V.Krishna Rao, “Performance Analysis and Comparison of Linear Multi-User Detectors in DS-CDMA System”, International Journal of Electronics and Communication Engineering & Technology (IJECET), Volume 3, Issue 1, 2012, pp. 229 - 243, ISSN Print: 0976- 6464, ISSN Online: 0976 –6472.