One gains knowledge from four sources: 1⁄4 from the teacher, 1⁄4 from self-study, 1⁄4 from classmates, and 1⁄4 from gaining experience over time. The document then discusses various types of amplitude modulation (AM) modulators and demodulators, including linear and non-linear modulators, square law modulators, balanced modulators, envelope detectors, and square law detectors. It provides block diagrams and mathematical analysis of how these systems work to modulate and demodulate amplitude modulated signals.
Communication Theory-1 Project || Single Side Band Modulation using Filtering...rameshreddybattini
Communication Theory-1 Project || Single Side Band Modulation using Filtering Method and Synchronous Demodulation in the Presence of Noise || Using Matlab Code
This is all about MODULATION, AMPLITUDE MODULATION, AND AM DEMODULATION, Techniques
By_ IMTIAZ ALI AHMED
B.Tech Student
Siliguri Institute of Technology(ECE)
This presentation will explain about the need for modulation in communication system. We made this presentation as our group assignment in Analog and Digital Communication System course in MIIT.
Communication Theory-1 Project || Single Side Band Modulation using Filtering...rameshreddybattini
Communication Theory-1 Project || Single Side Band Modulation using Filtering Method and Synchronous Demodulation in the Presence of Noise || Using Matlab Code
This is all about MODULATION, AMPLITUDE MODULATION, AND AM DEMODULATION, Techniques
By_ IMTIAZ ALI AHMED
B.Tech Student
Siliguri Institute of Technology(ECE)
This presentation will explain about the need for modulation in communication system. We made this presentation as our group assignment in Analog and Digital Communication System course in MIIT.
To understand the basic working principle of a transformer.
To obtain the equivalent circuit parameters from Open circuit and Short circuit tests, and to estimate efficiency & regulation at various loads.
AMANI JAMES as the electronic circuit designer , I have designed the dual power supply with +/-12V output voltage. if you are interested with this , contact me with amanirah@gmail.com. also I can design the PCB for the same circuit
Study of vco_Voltage controlled OscillatorNeha Mannewar
Voltage controlled Oscillator,Voltage controlled oscillator is a type of oscillator where the frequency of the output oscillations can be varied by varying the amplitude of an input voltage signal.Voltage controlled oscillators are commonly used in frequency (FM), pulse (PM) modulators and phase locked loops (PLL). Another application of the voltage controlled oscillator is the variable frequency signal generator itself.
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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.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
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It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
1. One gains ¼ of the knowledge from the Acharya (the teacher), ¼ from
his own self-study and intellect, ¼ from his classmates and the
remaining ¼ is gained as a person becomes matured as time passes.
5. DSBFC (AM MODULATORS)
They are broadly divided in to two types
• Linear modulator(or)large signal modulator(or)high level modulation
• Non Linear modulator(or)small signal modulator(or)low level modulation
• LINEAR MODULATOR:
• Transistor modulator
• Switching modulator
.
• NON-LINEAR MODULATOR:
• Square law modulator,
• Product modulator,
• Balanced modulator.
6. NON-LINEAR AM MODULATOR
• The class C amplifier is used. It operates nonlinear and is
capable of nonlinear mixing (modulation).
• This is known as collector modulator because modulating
signal is applied to the collector.
• When the amplitude of the carrier exceeds the barrier
potential (0.7V) Q1 turns on collector current flows.
• When carrier voltage drops below 0.7V Q1 turns off and
collector current ceases.
7. LINEAR AM MODULATOR
• Amplifier must have 2 inputs one for the carrier signal &
second for modulating signal.
• With no modulating signal present, the circuit operates as a
linear class A amplifier, and the
• output is simply the carrier amplified by the quiescent voltage
gain .
• The carrier is applied the base and the modulating signal to
the emitter. Hence it is also called as Emitter
Modulation.
• The modulating signal varies the gain of the amplifier at a
sinusoidal rate equal to the frequency of the modulating
signal.
• The depth of modulation achieved is proportional to the
amplitude of the modulating signal
8. LINEAR AM MODULATOR
The modulating signal drives the circuit into both
saturation and cutoff, thus producing the
Non-linear amplification necessary for modulation to
occur.
The collector waveform includes the carrier and the
upper and lower side frequencies as well as a
component at the modulating signal frequency
from the waveform, thus producing a symmetrical
AM envelop at Vout.
9. Current and Voltage relationship
• The current and voltage relationship of a linear
circuit is, i=av
• where i=current through linear device
v=voltage through the linear device
a=proportionality constant
➢The current and voltage relationship of a nonlinear
circuit may be expressed as,
i= a1V1 + a2V1
2+ a3V1
3+ a4V1
4+……
This means that due to non-linearity in the V-I characteristics
of a non-linear circuits, the current becomes proportional not
only to voltage but also to the square, cube and higher
powers of voltage.
10. AM (DSBFC) Modulators
Let us discuss about the modulators, which generate amplitude
modulated wave (DSBFC). The following two modulators
generate AM wave.
• Square law modulator
• Balanced modulator
11. SQUARE LAW MODULATOR
➢A square law modulator has three features shown in
figure.
➢Summer- To sum carrier and modulating signal
➢A non linear element
➢Band pass filter for extracting desired modulating
products
Block Diagram Circuit Diagram
V-I characteristics
12. SQUARE LAW MODULATOR
➢ This amplitude modulation that is low level can be explained by considering the fact when two different
frequencies are passed through the non linear device.
➢ So when we apply carrier and modulating frequencies different frequency terms appear at the output of
diode.
➢ These different frequency terms are applied across the tuned circuit which is tuned to carrier frequency
and has a narrow bandwidth just to pass two sidebands along with the carrier and reject other
frequencies.
➢ So the output of the tuned circuit will be carrier and two sidebands that is amplitude modulated wave is
produced.
➢ Here the carrier and modulating signals are applied
across the diode.
➢ A dc battery is connected across the diode to get a
fixed operating point on the V-I characteristics of the
diode.
13. Mathematical analysis:
em(t)= Emsinωmt------------------- (1)
ec(t)= Ecsinωct------------------- (2)
So the input voltage applied to the diode will be
e1(t) = em(t)+ec(t)
= Emsinωm t+ Ecsinωc t--------------------------- (3)
➢The current and voltage relationship of a nonlinear circuit may be expressed as,
i= a1V1 +a2V1
2+ a3V1
3+ a4V1
4+……
i= a1(Emsinωm t+ Ecsinωc t)+ a2(Emsinωm t+ Ecsinωc t)2+------------
= a1Emsinωm t+ a1Ecsinωc t+ a2Em2sinω2t+ a2Ec2sinω2t+2a2EmEc sinωmt.sinωct+---
14. Neglecting second and higher order terms, we get
i(t)= a1Emsinωm t+ a1Ecsinωc t +a2EmEcsinωm t sinωc t
= a1Emsinωm t+ a1Ecsinωc t +a2EmEc[cos(ωc-ωm)t - cos(ωc+ωm)t]
The tuned circuit is tuned to the carrier frequency and it allows only ωc, ωc+ωm, ωc-ωm terms and
eliminates all other terms. Hence, we obtain
i(t)= a1Ecsinωc t +a2EmEc[cos(ωc-ωm)t - cos(ωc+ωm)t]
i(t)= a1Ecsinωct +a2EmEccos(ωc-ωm)t - a2EmEc cos(ωc+ωm)t -------(5)
(carrier) (LSB) (USB)
➢ The main drawback of using diode modulator is it does not provide amplification and a single diode is
unable to balance out the frequency completely. These limitations can be eliminated by using amplifying
devices like transistor, FET in a balanced mode.
➢ We can also use the square law modulator with FET instead of diode.
➢ From the final equation we know that it consists only the carrier and USB and LSB frequency
components and all the components are removed.
15. BALANCE MODULATOR METHOD
It is assumed that the two transistors are identical
and the circuit is symmetrical. The operation is
confined in the nonlinear region of the active devices
employed in this circuit. The carrier voltage across the
upper and lower part of the secondary windings of
the center tap transformers are equal in magnitude
and opposite in phase.
In this the carrier voltage across the two windings of a centre tap transformers are equal and opposite in
phase Vbe= -Vbe
’
Input voltage to the transistor T1 is given by,
Vbe =ec(t)+ em(t)
Vbe= Ec sinωc t +Em sinωm t --------- (1)
Similarly Input voltage to the transistor T2, V’be = -ec(t)+ em(t)
V’be = - Ec sinωc t +Em sinωm t --------- (2)
By using the non-linearity property the collector current can be written as per square law equation
ic = a1Vbe+ a2Vbe2+ ……. -----------(3)
ic’= a1V’be + a2V’be2 +……. ---------(4)
16. On substituting eqn 1 and 2 in 3 and 4 we get,
ic = a1 [Ec sinωc t +Em sinωm t]+ a2 [Ec sinωc t +Em sinωm t]2
ic= a1 [Ec sinωc t +Em sinωm t]+ a2E2c sin2ωc t+a2E2m sin2ωm t+2a2EmEc sinωm tsinωct---(5)
i’c= a1 [-Ec sinωc t +Em sinωm t]+ a2 [-Ec sinωc t +Em sinωm t]2
i’c= a1 [-Ec sinωc t +Em sinωm t]+ a2Ec
2 sin2ωc t+a2Em
2 sin2ωm t-2a2EmEc sinωm t.sinωct---(6)
The output AM Voltage V0 is given by V0= K [ic – ic’]---------------(7)
Since, ic and i’c flows in the opposite direction and ‘K’ is a constant depending on
impedance or other circuit parameters.
On substituting equation 5 and 6 in 7 we get, Vo = K[ ic – ic’]
17. Eo = K [2 a1EcSinωct + 4a2EmEcSinωmtSinωct]
= 2KEc a1 Sinωct [1 + 2(
a2
a1
)EmSinωmt ]
= 2KEc a1 Sinωct [1 +maSinωmt ]
= 2KEc a1 [1 +maSinωmt ] Sinωct
where ma = 2(a2
a1
)Em is the modulation index
This equation represents the output modulated voltage which contains carrier and side band terms.
Thus this circuit is used as AM modulator.
The advantage of this circuit is that the undesired harmonics are automatically balanced out and
hence there is no need for separate filter.
VAM (t) = Vc [1+ maCos 2πfmt] Cos 2πfCt
➢ AM Double sideband with FULL carrier.
RECALL:
18. DEMODULATION/DETECTION OF AM-DSBFC (AM DEMODULATORS)
• Demodulation or detection is nothing but the process of
extracting a modulating or information signal from modulated
signal.
• Otherwise in other words, demodulation or detection is the
process by which the message is recovered from the modulated
signal at receiver.
SQUARE LAW DETECTOR
ENVELOPE DETECTOR
19. SQUARE LAW DETECTOR
➢ The square law detector circuit is used for detecting low level
modulated signal.
➢ Here the diode is used in V – I characteristics of the device i.e. non
linear characteristics of
the diode.
➢ The square law detector is similar to the square law modulator. The
only difference lies in the filter circuit.
➢ In square law modulator we are using band pass filters, in square law
detector; a low pass filter is used. The operation is limited to the non-
linear region of the diode characteristics, so the lower half portion of
the modulated waveform is compressed.
20.
21. Note:The carrier terms
are filtered by using a
low pass filter and high
frequency term are also
reduced.
22. Envelope Detector
An envelope detector is an
electronic circuit that takes a
high-frequency modulated
signal as input and provides an
output which is the envelope of
the original signal. (ωc » ωm)
25. Balanced Modulator
Following is the block diagram of the Balanced modulator.
Balanced modulator consists of two identical AM
modulators. These two modulators are arranged in a
balanced configuration in order to suppress the carrier
signal. Hence, it is called as Balanced modulator.
26. Where, is the scaling factor.
Hence, the standard equation of DSBSC wave is obtained as,
27. With the help of neat diagram explain the
operation of balanced modulator using diodes.
Fig. shows the balanced modulator using diodes as non-
linear device .
The modulating signal x(t) is applied equally with
180o phase reversal at the inputs of both the
diodes through the input center tapped
transformer .
The carrier is applied to the center tap of the
secondary .
Hence, input voltage to D1 is given by :
……..(1)
And the input voltage to D2 is given by :
……….(2)
The parallel RLC circuits on the output side
form the band pass filters .
28. With the help of neat diagram explain the
operation of balanced modulator using diodes.
29. With the help of neat diagram explain the
operation of balanced modulator using diodes.
Hence, the output voltage contains a modulating signal
term and the DSB-SC signal .
The modulating signal term is eliminated and the second
term is allowed to pass through to the output by the LC
band pass filter section .
Therefore, final output = 4 b R x(t) cos ωct
= K x(t) cos ωct
Thus, the diode balanced modulator produces the DSB-SC signal at its output .
32. DSBSC Demodulators
The process of extracting an original message signal from
DSBSC wave is known as detection or demodulation of DSBSC.
The following demodulators (detectors) are used for
demodulating DSBSC wave.
• Coherent Detector
• Costas Loop
33. Coherent Detector
• Here, the same carrier signal
(which is used for generating
DSBSC signal) is used to
detect the message signal.
Hence, this process of
detection is called
as coherent or synchronous
detection.
Following is the block diagram of the coherent detector.
In this process, the message signal can be extracted from DSBSC wave by multiplying it with a carrier,
having the same frequency and the phase of the carrier used in DSBSC modulation.
The resulting signal is then passed through a Low Pass Filter.
Output of this filter is the desired message signal.
34.
35.
36. Costas Loop
Costas loop is used to make both the carrier signal (used for DSBSC modulation) and the locally
generated signal in phase.
Block diagram of Costas loop.
Q-channel
I-channel
O/P
37. ➢Costas receiver is one of the method for obtaining a practical synchronous receiver
suitable for demodulating DSB-SC waves. It consists of two coherent detectors supplied
with the same input signal.
➢One detector is supplied with the DSB-SC AM and locally generated carrier which is in
phase with the transmitted carrier. This detector is known as “In-phase coherent
detector or I channel”.
➢The other detector is supplied with the DSB-SC AM and locally generated carrier
which is
• quadrature phase with the transmitted carrier. This detector is known as “Quadrature
coherent detector or Q channel”.
➢These two detectors are coupled together to form a negative feedback system designed
in such a way as to maintain the local oscillator synchronous with the carrier wave.
38. Operation of the circuit:
• In this case I channel output contains the desired demodulated signal where as Q channel output
is zero due to the quadrature null effect of Q channel.
• Suppose there is some phase shift φ radians between local oscillator carrier and the transmitting
carrier then I channel output will remain essentially unchanged. But Q channel output contains
some signal which is proportional to sin φ
• This Q channel output will have same polarity as the I channel output for one direction of
local oscillator whereas the polarity will be opposite to the I channel for the other direction of
phase shift.
• Thus the I and Q channel outputs are combined in phase discriminator
• The phase discriminator provides a DC control signal which may be used to correct local oscillator
phase error.
• The local oscillator is a voltage controlled oscillator. Its frequency can be adjusted by an error
control DC signal.
• The costas receiver ceases phase control when there is no modulation and that phase lock has
to be re-established with reappearance of modulation.
42. FILTER METHOD
• In this method of SSB generation, after the BM, the unwanted
sideband is removed (actually heavily attenuated) by a filter
and hence this name. The filter may be LC, ceramic or
mechanical depending upon the carrier frequency and other
requirements. Such a filter must have a flat bandpass and
extremely high attenuation outside the passband.
Filter
for other
sideband
43. FILTER METHOD / Frequency discrimination method
• The initial modulation takes place in the balanced modulator at a low frequency (such
as 100 kHz) because of the difficulty of making adequate filters at higher frequencies.
• The filter is a BPF with a sharp cutoff frequency at either side of the bandpass to
obtain satisfactory adjacent sideband rejection.
• The filtered signal is up-converted in a mixer to the final transmitter frequency and
then amplified before being coupled to the antenna.
• The integrated ceramic filters are used as sideband filters.
• The drawback of filter method is that it requires sharp filtering, which requires filters
with high quality factor(Q).
Filter
for other
sideband
51. Coherent Detector
• Here, the same carrier signal (which is used
for generating SSBSC wave) is used to
detect the message signal. Hence, this
process of detection is called
as coherent or synchronous detection.
• In this process, the message signal can be
extracted from SSBSC wave by
multiplying it with a carrier, having the
same frequency and the phase of the carrier
used in SSBSC modulation. The resulting
signal is then passed through a Low Pass
Filter. The output of this filter is the desired
message signal.
Block diagram of coherent detector.
52. Consider the following SSBSC wave having a lower sideband.
The first term is the scaled version of the message signal.
It can be extracted by passing the above signal through a low pass filter.
Therefore, the output of low pass filter is,
54. VSBSC Demodulator
In this process, the message signal can be extracted from VSBSC wave by multiplying it with a carrier, which
is having the same frequency and the phase of the carrier used in VSBSC modulation. The resulting signal is
then passed through a Low Pass Filter. The output of this filter is the desired message signal.
And now, we can write
58. The ability of the receiver to select the wanted signals among
the various incoming signals is termed as SELECTIVITY
59. •Sensitivity of a receiver is its ability to identify and amplify
weak signals at the receiver output.
60. •Fidelity of a receiver is its ability to reproduce the exact
replica of the transmitted signals at the receiver output.
61.
62. SUPER HETERODYNE RECEIVER
• Superheterodyne receiver works on the principle of heterodyning which simply
means mixing. It is a type of receiver which mixes the received signal frequency with the
frequency of the signal generated by a local oscillator.
• The output of mixer provides a lower fixed frequency also known as intermediate frequency.
• These receivers are called Superheterodyne receivers as the frequency of the signal generated
by the local oscillator is more than the frequency of the received signal.
• REFER (https://www.youtube.com/watch?v=i7IFqCTL_rQ)
63. Angle Modulation
• Angle Modulation is the process in which the frequency or the
phase of the carrier signal varies according to the message
signal.
• Angle modulation is further divided into frequency modulation
and phase modulation.
• Frequency Modulation is the process of varying the frequency
of the carrier signal linearly with the message signal.
• Phase Modulation is the process of varying the phase of the
carrier signal linearly with the message signal.