This document discusses M-ary digital modulation techniques. It begins by defining M-ary signaling as a technique where multiple bits are transmitted simultaneously using a single signal, instead of transmitting one bit at a time. It then provides the basic equation for calculating the number of possible conditions (M) based on the number of bits (N).
The document goes on to describe several common M-ary modulation techniques including M-ary PSK, M-ary QAM, and their basic principles and equations. It provides examples of 4-PSK, 8-PSK, 16-PSK, 8-QAM and 16-QAM, explaining their modulation/demodulation, constellations, and minimum bandwidth requirements. Finally, it compares several
Introduction to basics of wireless networks such as
• Radio waves & wireless signal encoding techniques
• Wireless networking issues & constraints
• Wireless internetworking devices
Introduction to basics of wireless networks such as
• Radio waves & wireless signal encoding techniques
• Wireless networking issues & constraints
• Wireless internetworking devices
Base band transmission
*Wave form representation of binary digits
*PCM, DPCM, DM, ADM systems
*Detection of signals in Gaussian noise
*Matched filter - Application of matched filter
*Error probability performance of binary signaling
*Multilevel base band transmission
*Inter symbol interference
*Eye pattern
*Companding
*A law and μ law
*Correlation receiver
This presentation covers:
Some basic definitions & concepts of digital communication
What is Phase Shift Keying(PSK) ?
Binary Phase Shift Keying – BPSK
BPSK transmitter & receiver
Advantages & Disadvantages of BPSK
Pi/4 – QPSK
Pi/4 – QPSK transmitter & receiver
Advantages of Pi/4- QPSK
This presentation contain each and every single information on the topic.
If you like it do follow and like my presentation.
It would be worth my efforts.
The Presentation is as per the syllabus of the subject ”Digital Communication” of B.E. VIth Semester of Sant Gadge Baba Amravati University, Maharashtra, India
Contents are
Digital Communication System
Line Coding
Scrambling
Frequency-Shift Keying, also known as FSK is a type of digital frequency modulation. It is also often called as binary frequency shift keying or BFSK
Similar to analog FM, it is a constant-amplitude angle modulation.
This presentation will discuss the concepts behind FSK
The following resources come from the 2009/10 BEng (Hons) in Digital Communications & Electronics (course number 2ELE0064) from the University of Hertfordshire. All the mini projects are designed as level two modules of the undergraduate programmes.
The objective of this module is to have built communication links using existing AM modulation, PSK modulation and demodulation blocks, constructed AM modulators and constructed PSK modulators using operational function blocks based on their mathematical expressions, and conducted simulations of the links and modulators, all in Simulink®.
Base band transmission
*Wave form representation of binary digits
*PCM, DPCM, DM, ADM systems
*Detection of signals in Gaussian noise
*Matched filter - Application of matched filter
*Error probability performance of binary signaling
*Multilevel base band transmission
*Inter symbol interference
*Eye pattern
*Companding
*A law and μ law
*Correlation receiver
This presentation covers:
Some basic definitions & concepts of digital communication
What is Phase Shift Keying(PSK) ?
Binary Phase Shift Keying – BPSK
BPSK transmitter & receiver
Advantages & Disadvantages of BPSK
Pi/4 – QPSK
Pi/4 – QPSK transmitter & receiver
Advantages of Pi/4- QPSK
This presentation contain each and every single information on the topic.
If you like it do follow and like my presentation.
It would be worth my efforts.
The Presentation is as per the syllabus of the subject ”Digital Communication” of B.E. VIth Semester of Sant Gadge Baba Amravati University, Maharashtra, India
Contents are
Digital Communication System
Line Coding
Scrambling
Frequency-Shift Keying, also known as FSK is a type of digital frequency modulation. It is also often called as binary frequency shift keying or BFSK
Similar to analog FM, it is a constant-amplitude angle modulation.
This presentation will discuss the concepts behind FSK
The following resources come from the 2009/10 BEng (Hons) in Digital Communications & Electronics (course number 2ELE0064) from the University of Hertfordshire. All the mini projects are designed as level two modules of the undergraduate programmes.
The objective of this module is to have built communication links using existing AM modulation, PSK modulation and demodulation blocks, constructed AM modulators and constructed PSK modulators using operational function blocks based on their mathematical expressions, and conducted simulations of the links and modulators, all in Simulink®.
This slide describe the techniques of digital modulation and Bandwidth Efficiency:
The first null bandwidth of M-ary PSK signals decrease as M increases while Rb is held constant.
Therefore, as the value of M increases, the bandwidth efficiency also increases.
Comparative Study and Performance Analysis of different Modulation Techniques...Souvik Das
A comparative study and performance analysis of different modulation
techniques which shows graphically and comparative results Channel Noise
with Bit Error Rate of ASK, FSK, PSK and QPSK.
This is the presentation on the basic concepts of electronics and communication. In this we can get the knowledge of the basic things used in the airport in CNS department.
This includes Digital signal data transmission, Base band and band pass transmission. Also detailed with PAM, PPM, PWM, PCM, DPCM, DM, ADM, ASK, PSK, FSK.
MIMO Channel Estimation Using the LS and MMSE AlgorithmIOSRJECE
Wireless Communication Technology has developed over the past few yearsfor other objectives.The Multiple InputMultiple Output (MIMO) is one of techniques that is used to enhancethe data rates, in which multiple antennas are employed both the transmitter and receiver. Multiple signals are transmitted from different antennas at the transmitter using the same frequency and separated space. Various channel estimation techniques are employed in order to judge the physical effects of the medium present. In this paper, we analyze and implementvarious estimation techniques for MIMO Systems such as Least Squares (LS), Minimum Mean Square Error (MMSE),these techniques are therefore compared to effectively estimate the channel in MIMO System. The results demonstrate that SNR required to support different values of bit error rate varies depending on different low correlation between the transmitting and the receiving antennas .In addition, it is illustrated that when the number of transmitter and receiver antennas increases, the performance of TBCE schemes significantly improves. The Same behavior isalso observed for MIMO system. Performance of both MMSE and LSestimation are the same for allkinds of modulation at small value of SNR but the more we increase the SNR value the more performance gap goes on increasing.
Comparative Study and Performance Analysis of different Modulation Techniques...Souvik Das
Make a comparative study and performance analysis of different modulation
techniques which shows graphically and comparatively results like Bandwidth,
Energy and Power Efficiency of AM, DSB-SC, SSB and SSB-SC
About
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Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
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Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
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COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
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The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
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Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
EC 8395 - Communication Engineering - Unit 3 m - ary signaling
1. R.M.K. COLLEGE OF ENGINEERING AND TECHNOLOGY
DEPARTMENT OF CSE
EC 8395
COMMUNICATION ENGINEERING
Dr.Kannan K
Assistant Professor
Department of ECE
2. Phase shift keying – BPSK, DPSK, QPSK –
Principles of M- ary signaling M- ary PSK &
QAM – Comparison, ISI – Pulse shaping –
Duo binary encoding – Cosine filters – Eye
pattern, equalizers
UNIT III
DIGITAL MODULATION AND
TRANSMISSION
3. M – ary Signaling
An M - ary transmission is a type of digital modulation where instead of
transmitting one bit at a time, two or more bits are transmitted simultaneously
The word binary represents two-bits. M simply represents a digit that corresponds
to the number of conditions, levels, or combinations possible for a given number
of binary variables.
This is the type of digital modulation technique used for data transmission in
which instead of one-bit, two or more bits called symbol or symbols are
transmitted at a time.
As a single signal is used for multiple bit transmission, the channel bandwidth is
reduced.
4. M- ary Equation
If a digital signal is given under four conditions, such as voltage levels,
frequencies, phases and amplitude, then M = 4.
The number of bits necessary to produce a given number of conditions is
expressed mathematically as
N = Log2M
Where,
N is the number of bits necessary.
M is the number of conditions, levels, or
combinations possible with N bits.
The above equation can be re-arranged as 2N = M
For example, with two bits, 22 = 4 conditions are possible.(00,01,10 & 11)
In almost all applications, M = 2N and T = nTb, where n is an integer
Each of the M signals is called a symbol
5. Bit rate ,Baud rate and Minimum Bandwidth
With binary encoding, the bit rate and baud rate equal
b = fb
Here b – Baud rate(Symbol/Second)
fb – bit rate(bits/Second
With M – ary encoding, the relation between bit and baud rate is
b = fb/N
Here N – Number of bits encoded into each signaling element
According to Nyquist rate in the sampling therem,the minimum theoretical bandwidth
necessary to propagate a signal is called the minimum nyquist bandwidth or minimum
Nyquist frequency
fb = 2B
where fb – bit rate(bps)
B – Ideal Nyquist bandwidth
Using M –ary encoding, the Nyquist formula is fb = 2B log2M
Mlog
f
B
2
b
N
f
B b
6. In general, (M-ary) multi-level modulation techniques are used in
digital communications as the digital inputs with more than two modulation
levels allowed on the transmitter’s input. Hence, these techniques are bandwidth
efficient.
There are many different M-ary modulation techniques. Some of these
techniques, modulate one parameter of the carrier signal, such as amplitude,
phase, and frequency.
(i) M – ary ASK
(ii) M – ary PSK
(iii) M - ary FSK
(iv) M - ary QAM
Types of M- ary Techniques
7. M - ary PSK
• M-ary Phase Shift Keying is a very efficient signaling scheme
• The symbols are transmitted with different phase and frequency will remain
same.
• The number of possible signals are M = 2N, the duration of symbol is Ts =
NTb , where Tb is bit duration.
• In M - ary PSK, The PSK modulated signal can be written as
8. M- ary PSK Modulator
• The modulator structure is straight forward and is given . From the data, Acm & Asm are
obtained and fed into two balanced modulators.
• The output of both modulators are added to form a MPSK modulated signal. Substituting
value of phase in the above equation and expanding the cosine term, Sm (t) can be written
as
9. M – ary PSK Modulator
• The values of different phases for different values of M (M = 2N) are given below
• For M = 4, phases are π/4, 3π/4, 5π/4 and 7π/4.
• For M = 8, phases are π/8, 3π/8, 5π/8, 7π/8, 9π/8, 11π/8, 13π/8, 15π/8.
• For M = 16, phases are π/16, 3π/16, 5π/16, 7π/16, 9π/16, 11π/16, 13π/16, 15π/16,
17π/16, 19π/16, 21π/16, 23π/16, 25π/16, 27π/16, 29π/16 31π/16.
• For M = 32, phases are π/32, 3π/32, 5π/32, 7π/32, 9π/32, 11π/32, 13π/32, 15π/32,
17π/32, 19π/32, 21π/32, 23π/32, 25π/32, 27π/32, 29π/32 31π/32, 33π/32,
35π/32,37π/32, 39π/32, 41π/32, 43π/32, 45π/32, 47π/32, 49π/32, 51π/32,
53π/32, 55π/32,57π/32, 59π/32, 61π/32 63π/32.
10. • These phases are shown in Figure for M = 4, 8, 16.
• The signal constellation of M-ary PSK is two dimensional and M message points are
equally placed on the circle of radius √2Es and center at origin. The constellation
diagram of MPSK using Gray coding for M = 4, 8, 16, 32 are given
M = 8
M = 4
12. M - ary PSK Demodulator
It is important in demodulation of the signal because the most likely errors caused by nois
e involve the erroneous selection of an adjacent phase to the transmitted signal phase. In
such a case, only a single bit error occurs in k-bit sequence.
The general form of the optimum demodulator for detecting one of M signal in an AWGN
channel is given.
The low pass equivalent of transmitted signal is given by
13. The exponential factor under integral in the above equation is independent of the
variable of integration, hence it can be taken outside the integral.
The optimum demodulator can be implemented as a single matched filter or cross
correlator receiver which computes the decision variable Um and decides in favor of
maximum.
14. Equivalently the phase (θ) of the vector V is calculated by the phase detector
and optimum demodulator decides in favor of the signal having the phase closest
to the phase (θ).
15. 8 – PSK
M = 8, WKT 2N = 8 , N = 3
3 bits forming a group and produces 8 different output phases
I or Q determines the polarity of Signal logic 1 = +1 volts
logic 0 = -1 Volts
C or ̅C determines the Magnitude of the Signal
logic 1 = 1.307 volts
logic 0 = 0.541 volts
Bandwidth Efficiency
The bandwidth efficiency is defined as R/W where R is data rate and W is req
uired bandwidth
19. 8 – PSK Output Phase and Amplitude
Bandwidth
The Output of the Balanced Modulator
= (V Sinωat)(Sinωct)
Where V = ± 1.307 or ± 0.541
ωat = 2Πfat = 2Πfbt and ωct = 2Πfct
fa = Fundamental frequency = (fb/3)/2 = fb/6
= (V Sin 2Π(fb/6)t)(Sin2Πfct)
= V[1/2(Cos(fc-fb/6) - Cos(fc+fb/6))]
Here (fc + fb/6) – (fc - fb/6) = BW
Band Width = fb/6 + fb/6 = fb/3
21. 16 - PSK
• In this technique, M =16, i.e. 16 Different output phases
• M=2N ; 16 = 2N ; N = 4(4 bits)
• The minimum bandwidth and baud rate = 1/4th of bit rate i.e.. Fb/4
• With PSK, the angular separation between adjacent output phase is only 22.5o
• 16-PSK can undergo only a 11.25o phase shift during transmission and still
retain its integrity
• Truth Table Constellation Diagram
23. QAM
(QUADRATURE AMPLITUDE MODULATION
• QAM is a popular Scheme for high rate, high bandwidth efficiency systems
• QAM is a signal in which two carriers shifted in phase by 90 degrees (i.e. sine and
cosine) are modulated and combined. As a result of their 90° phase difference they
are in quadrature and this gives rise to the name. Often one signal is called the
In-phase or “I” signal, and the other is the quadrature or “Q” signal
• QAM = ASK + PSK
• M - ary Quadrature Amplitude Modulation or M - QAM is a modulation where
data bits select one of M combinations of amplitude and phase shifts that are applied
to the carrier
• The M possible waveforms may be described by M constellation points
• The term M as in M-QAM indicates how many bits are transmitted per time interval
or symbol for each unique amplitude/phase combination
• The simplest form of QAM is 2-QAM, more commonly called QPSK or quadrature
phase shift keying.
24. 8 - QAM
• In this M = 8,ie 8 output amplitudes and phases are possible
• M=2N ; 8 = 2N ; N = 3(Tribit).Three bits are grouped together
• Only difference is the removal of inverters in the C channel of 8 PSK transmitter
8 – QAM TRANSMITTER
25. Output of balanced modulator can be expressed as
= Sinωat x Sinωct
=
where fa = (fb/3)/2 = fb/6
The output frequency spectrum range is from fc-fa to fc+fa
The minimum bandwidth or Nyquist bandwidth
B = (fc+fb/6)-(fc-fb/6)
B = fb/3
Bit rate at I or Q or C channel is = fb/3
The highest fundamental frequency fa = fb/2 (Generally)
= (fb/3)/2
= fb/6
]t)ff(2[Cos
2
1
]t)ff(2[Cos
2
1
acac
30. 16 - QAM
• Here M = 16, 16 = 2N,then N=4
• The minimum bandwidth and baud rate = one fourth of the bit rate = fb/4
• The fundamental frequency fa = fb/2 , but fb = fb/4
• fa = (fb/4)/2 = fb/8
• Output of the balanced modulator = Sinωat x Sinωct
=
Where fa = fb/8
• The output frequency spectrum ranges are (fc-fb/8) to (fc+fb/8)
• Minimum bandwidth or Nyquist bandwidth is
B = (fc+fb/8) – (fc-fb/8)
= fb/4
]t)ff(2[Cos
2
1
]t)ff(2[Cos
2
1
acac
35. COMPARISION OF DIGITAL MODULATION
TECHNIQUES
Digital Modulation
Techniques
Encoding
Method
Output
Possibility
Minimum or
Nyquist Bandwidth
Bit rate or
Baud rate
Bandwidth
Efficiency
ASK Single Bit 2 fb fb 1
FSK Single Bit 2
|fm-fs| + 2fb fb 1
BPSK Single Bit 2
fb
fb 1
QPSK
Two bit
(Debits)
4 fb/2 fb/2 2
8-PSK
Three bits
(Tribits)
8 fb/3 fb/3 3
16-PSK Four bits
(Quad bits)
16 fb/4 fb/4 4
8-QAM
Three bits
(Tribits)
8 fb/3 fb/3 3
16-QAM
Four bits
(Quad bits)
16 fb/4 fb/4 4
36. Practical Applications
• BPSK:
WLAN IEEE802.11b (1 Mbps)
• QPSK:
WLAN IEEE802.11b (2 Mbps, 5.5 Mbps, 11 Mbps)
3G WDMA
DVB-T (with OFDM)
• QAM:
Telephone modem (16QAM)
Downstream of Cable modem (64QAM, 256QAM)
WLAN IEEE802.11a/g (16QAM for 24Mbps, 36Mbps; 64QAM for 38
Mbps and 54 Mbps)
LTE Cellular Systems
• FSK:
Cordless telephone
Paging system