This presentation covers types of noise in communication system, noise modelling, thermal noise, shot noise, experimental determination of noise figure, noise figure, friss formula with numerical.
Using Chebyshev filter design, there are two sub groups,
Type-I Chebyshev Filter
Type-II Chebyshev Filter
The major difference between butterworth and chebyshev filter is that the poles of butterworth filter lie on the circle while the poles of chebyshev filter lie on ellipse.
This presentation contains the basic information you need to know about operational amplifier.
I have tried to cover all the basic info. If anything is left out or you have any suggestions i will appreciate it.
Using Chebyshev filter design, there are two sub groups,
Type-I Chebyshev Filter
Type-II Chebyshev Filter
The major difference between butterworth and chebyshev filter is that the poles of butterworth filter lie on the circle while the poles of chebyshev filter lie on ellipse.
This presentation contains the basic information you need to know about operational amplifier.
I have tried to cover all the basic info. If anything is left out or you have any suggestions i will appreciate it.
this presentation is based on basic description of inverting and non-inverting amplifiers using op-amps and their medical use, hope it helps students :)
I have prepared it to create an understanding of delay modeling in VLSI.
Regards,
Vishal Sharma
Doctoral Research Scholar,
IIT Indore
vishalfzd@gmail.com
This presentation covers noise performance of Continuous wave modulation systems; It explains modelling of white noise , noise figure of DSB-SC, SSB, AM, FM system
Part of Lecture series on EE321N, Power Electronics-I delivered by me during Fifth Semester of B.Tech. Electrical Engg., 2012
Z H College of Engg. & Technology, Aligarh Muslim University, Aligarh
Please comment and feel free to ask anything related. Thanks!
This presentation has given a brief introduction and working of CMOS Logic Structures which includes MOS logic, CMOS logic, CMOS logic structure, CMOS complementary logic, pass transistor logic, bi CMOS logic, pseudo –nMOS logic, CMOS domino logic, Cascode Voltage Switch Logic(CVSL), clocked CMOS logic(c²mos), dynamic CMOS logic
This presentation contains the basics of oscillators, types of oscillators & its mathematical Analysis. Numericals based on each type of oscillator are solved & given for practice.
different types of internal and external noises, s/n ratio, s/n ratio of a tandem connection, noise factor, amplifier input noise, noise factor of amplifiers in cascade (friss's formula).
this presentation is based on basic description of inverting and non-inverting amplifiers using op-amps and their medical use, hope it helps students :)
I have prepared it to create an understanding of delay modeling in VLSI.
Regards,
Vishal Sharma
Doctoral Research Scholar,
IIT Indore
vishalfzd@gmail.com
This presentation covers noise performance of Continuous wave modulation systems; It explains modelling of white noise , noise figure of DSB-SC, SSB, AM, FM system
Part of Lecture series on EE321N, Power Electronics-I delivered by me during Fifth Semester of B.Tech. Electrical Engg., 2012
Z H College of Engg. & Technology, Aligarh Muslim University, Aligarh
Please comment and feel free to ask anything related. Thanks!
This presentation has given a brief introduction and working of CMOS Logic Structures which includes MOS logic, CMOS logic, CMOS logic structure, CMOS complementary logic, pass transistor logic, bi CMOS logic, pseudo –nMOS logic, CMOS domino logic, Cascode Voltage Switch Logic(CVSL), clocked CMOS logic(c²mos), dynamic CMOS logic
This presentation contains the basics of oscillators, types of oscillators & its mathematical Analysis. Numericals based on each type of oscillator are solved & given for practice.
different types of internal and external noises, s/n ratio, s/n ratio of a tandem connection, noise factor, amplifier input noise, noise factor of amplifiers in cascade (friss's formula).
The signal is the meaningful information that you’re actually trying to detect. The noise is the random, unwanted variation or fluctuation that interferes with the signal. To get a sense of this, imagine trying to tune into a radio station. Ok, you don’t use radio anymore, so imagine your dad can’t call you to get help setting up his Spotify, so is trying to tune into a radio station. He turns the dial but it’s just picking up white noise and, after a few frustrating minutes, he manages to pick up a signal and tune into a station.
The same is true in statistics — there is something you’re trying to actually measure (say, how many Americans want to leave for Canada), but the data could be noisy (by including everyone who just makes a trip over the border to buy affordable medication). Noisy data are data from which it is hard to determine the true effect.Examples of signal vs noise
If I speak German, for most people, there will be no signal, just noise, although Claus can detect the actual signal.
How accurate are the polls in predicting the election? If the data are noisy (for example, because it’s a small sample size, has low external validity, or small effect size), the poll numbers won’t correlate well with a change in the chance of a different President.
Does money make you happier? The signal (correlation between income and happiness) would be noisy because of confounders — you’d expect people who earn more to be happier because they are in positions of higher social status, they have better working conditions, being happier could cause people to be rich etc. Turns out there is some signal amongst the noise though.
The presentation covers asynchronous sequential circuit analysis; Map, transition table, flow table. It also covers asynchronous circuit design process and race conditions
synchronous Sequential circuit counters and registersDr Naim R Kidwai
The presentation covers, synchronous sequential circuits; registers and counters. design of registers, shift registers are explained. Design of counter, synchronous and ripple counter is demostrated.
The presentation covers clocked sequential circuit analysis and design process demonstrated with example. State reduction and state assignment is design is also described.
The presentation covers synchronous sequential circuit elements; latch and Flip flops, SR Flip flop, JK Flip flop, T flip flop, D Flip flop, race around condition, Edge triggered flip flop
The presentation covers sampling theorem, ideal sampling, flat top sampling, natural sampling, reconstruction of signals from samples, aliasing effect, zero order hold, upsampling, downsampling, and discrete time processing of continuous time signals.
The presentation covers financial feasibility of projects, payback analysis, NPV analysis or discounted cash flow analysis, IRR analysis, Benefit to cost ratio analysis, B/C pitfalls, ROI
The presentation covers infrastructure project financing, typical configurations, key project parties, project contracts, It explains financing of a power project, security mechanism, SPV payment hierarchy and risk mitigation mechanism
The presentation covers project financing, capital structure, key factors in determining debt equity ratio, menu of financing, sources of capital, internal accruals, equity capital, preference capital, debenture or bonds, methods of offering, term loan, working capital advances, project financing structures,
The presentation covers project constraints: project dependence, capital rationing, project invisibility. It covers comparing project under constraints: methods of ranking, ranking conflicts,
Nec 602 unit ii Random Variables and Random processDr Naim R Kidwai
The presentation explains concept of Probability, random variable, statistical averages, correlation, sum of random Variables, Central Limit Theorem,
random process, classification of random processes, power spectral density, multiple random processes.
The presentation describes Measures of Information, entropy, source coding, source coding theorem, huffman coding, shanon fano coding, channel capacity theorem, capacity of a discrete and continuous memoryless channel, Error Free Communication over a Noisy Channel
Rec101 unit ii (part 2) bjt biasing and re modelDr Naim R Kidwai
The presentation covers BJT Biasing: Operating Point or Q point, Fixed-Bias, Emitter Bias, Voltage-Divider Bias, Collector Feedback bias, Emitter-Follower bias, common base bias, bias Stabilization and re model of CB/ CE/ CC configuration
The presentation covers, Field Effect Transistor: Construction and Characteristic of JFETs, dc biasing of CS, ac analysis of CS amplifier, MOSFET (Depletion and Enhancement)Type, Transfer Characteristic
The presentation covers Bipolar Junction Transistor: Construction, Operation, Transistor configurations and input / output characteristics; Common Base, Common Emitter, and Common Collector
The presentation explains elements of communication system, need of the modulation, types of modulation, basic signals, fundamentals of amplitude modulation/ demodulation, envelope detector, DSB_SC, SSB, VSB and comparison of modulation techniques
The presentation covers digital Voltmeter, RAMP Techniques, digital Multi-meters. It also covers Oscilloscope; Introduction and Basic Principle, CRT, Measurement of voltage, current, phase and frequency using CRO, Introduction of Digital Storage Oscilloscope and its comparison over analogue CRO
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
AIRCRAFT GENERAL
The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
The A318, A319, A320 and A321 are twin-engine subsonic medium range aircraft.
The family offers a choice of engines
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.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
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.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
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.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
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/
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.
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.
Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
2. What is noise?
In electrical terms, it is an unwanted signal, which interfere with the desired signal.
Example:
In radio receiver: ‘Hiss’ sound from speaker
In TV: ‘Snow’ or ‘confetti’(colored snow) display on the picture.
Drawback of Noise
o For a given transmitted power ,it limit the range of systems
o It affects the Sensitivity of receivers
o Sometimes Force reduction in bandwidth of the system
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 2
3. Sources of Noise
External Noise : Noise created outside the receiver
Internal Noise : Noise created inside the receiver
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 3
Source of External Noise:
• Atmospheric Noise
• Extraterrestrial Noise
• Solar Noise
• Cosmic Noise
• Industrial Noise
Source of Internal Noise:
• Thermal Agitation Noise or Johnson Noise
• Shot Noise
• Transit Time Noise
4. . Atmospheric Noise or Static noise
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 4
caused by lighting discharges in thunderstorms,
the electrical impulses are random in nature and spread over most of the RF spectrum
used in broadcasting.
Atmospheric Noise consists of false radio signals and distributed over wide range of
frequencies.
It is propagated over the earth and at any point on the ground atmospheric noise will be
received from the thunderstorms.
Since Field strength is inversely proportional to frequency , so this Noise will interfere
more with radio receiver then the television.
Atmospheric noise is less severe above about 30 MHz.
5. Extraterrestrial Noise or Space Noise
caused by radiation of RF noise by sun and distant stars.
Sun is a large body at a very high temperature over 6000 0C on the surface) and Radiates over a very
broad frequency spectrum which includes the frequencies we Use for communication.
Distant stars are also suns and have high temperatures, they radiate RF noise in the same manner as our
sun .
The noise received is called thermal (or black-body ) noise and is distributed uniformly over the entire
sky.
This noise is observable at frequencies in the range from about 8 MHz to 1.43 GHz
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 5
6. Industrial Noise
This noise is effective in industrial and densely populated area
Source of industrial noise are
1.Automobile and aircraft ignition
2.Leakage from high voltage lines
3.Heavy electric machines
4.Fluorescent light ,etc
This noise is observable at frequencies in the range from 1MHz to 600 MHz
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 6
7. Internal Noise
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 7
Created by the active or passive devices present in the receiver
Distributed randomly over the entire radio spectrum
Impossible to treat instantaneous voltage basis ,in place of that it is easily describe
statistically.
Source of Internal Noise
1.Thermal,agitation,white or Johnson noise
2. Shot Noise
3.Transit-Time Noise
8. Thermal agitation or white or Johnson noise
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 8
• Randomly distributed over the bandwidth
• Generated in resistance or the resistive component
• Generated due to the random motion of atoms and electrons inside the components
• Noise generated by the resistor is proportional to its absolute temperature and bandwidth
• Noise power output from a resistor,
Pn = KTf
Here K = Boltzmann constant = 1.38X10-23J/k, T= 0A,
B=bandwidth of interest
Question: If the resistor is operating at 27oc and the bandwidth of interest is 2 MHz,
then what is the maximum noise power output of a resistor ?
Ans 0.0828X10-12 Watts
9. Noise Voltage across resistor R
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 9
Maximum power transfer will happen when R= Ri
Then noise power at the input of next stage is =
𝑉𝑛
2
4𝑅
= 𝑃𝑛 = 𝐾𝑇𝛿𝑓
i.e equivalent rms noise voltage, 𝑉𝑛 = 4𝐾𝑇𝛿𝑓 𝑅
Similarily, equivalent rms noise voltage, 𝐼 𝑛 = 4𝐾𝑇𝛿𝑓 𝐺
where conductance 𝐺 =
1
𝑅
R
R
noiseless
Vn
R
(noiseless)
Vn
RiVn/2 R R
noiseless
In
R
(noiseless)
Vn
RiVn/2 R R
noiseless
In
10. Noise Voltage across resistor R
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 10
Question : An amplifier operating over the frequency range from 18 to 20 MHz has
a 10-Kiloohm input resistor. What is the rms noise voltage at the input to this
amplifier if the ambient temperature is 27oC?
Ans
K= 1.38 x 10-23J/0K, T= 27oC = 300oK, B= (20-18) MHz = 2 x 106Hz, R= 10x 103
Vn = (4KTf R)
= (4 x 1.38 x 10-23 x 300 x 2 x 106x 10x103 )
= (331.2x10-12)
= 18.2x10-6 V
=18.2 V
11. Noise rms Voltage: resistance in series/ parallel
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 11
12. Reactance and Equivalent noise bandwidth
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 12
Inductance and capacitance do not generate noise
Let us assume that capacitance C1 generate noise power P1 while
capacitance C2 generate noise power P2
then according to thermal equilibrium, power generated must be
equal to power consumed.
As reactance do not consume power, so
P1 = P2 =0 i.e reactance do not generate noise, instead it limits
the noise power.
C1 C2
P2P1
13. Reactance and Equivalent noise bandwidth
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 13
𝑉𝑏0 =
1
𝑗2𝜋𝑓𝐶
𝑅 +
1
𝑗2𝜋𝑓𝐶
𝑉𝑛 =
1
1 + 𝑗2𝜋𝑓𝐶𝑅
𝑉𝑛
Frequency response 𝐻 𝜔 =
𝑉𝑛0
𝑉𝑛
=
1
1+𝑗2𝜋𝑓𝐶𝑅
Output noise spectral density 𝑆 𝑛0 = 𝐻 𝑓 2
𝑆 𝑛 𝑓
As 𝑆 𝑛 𝑓 =KT
𝑆 𝑛0 𝑓 =
𝐾𝑇
1 + (2𝜋𝑓𝐶𝑅)2
Considering only positive frequencies, noise power at the output
𝑃𝑛0 =
0
∞
𝐾𝑇
1 + (2𝜋𝑓𝐶𝑅)2
𝑑𝑓 =
𝐾𝑇
2𝜋𝑅𝐶
𝑡𝑎𝑛−1
(2𝜋𝑓𝑅𝐶) 0
∞
=
𝐾𝑇
4𝑅𝐶
Effective bandwidth 𝐵 𝑒𝑓𝑓 =
1
4𝑅𝐶
Noise voltage 𝑉𝑛0 = 4𝐾𝑇𝑅𝐵𝑒𝑓𝑓 =
𝐾𝑇
𝐶
14. Reactance and Equivalent noise bandwidth:
Tuned circuit
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 14
Resonant frequency 𝑓0 =
1
2𝜋 𝐿𝐶
Quality factor 𝑄 =
2𝜋𝑓0 𝐿
𝑅
=
1
2𝜋𝑓0 𝐶
=
𝑓0
∆𝑓
𝑉𝑛0
2
= 4𝑄2
𝑅𝐾𝑇∆𝑓= 4𝑅 𝐷 𝐾𝑇∆𝑓
Where dynamic resistance 𝑅 𝐷=𝑄2
𝑅
Noise power at the output
𝑃𝑛0 =
𝐾𝑇
4𝑅 𝐷 𝐶
= 𝐾𝑇𝐵𝑒𝑓𝑓
Thus effective bandwidth 𝐵 𝑒𝑓𝑓 =
1
4𝑅 𝐷 𝐶
3 dB bandwidth 𝐵3 𝑑𝐵 =
2
𝜋
𝐵𝑒𝑓𝑓
15. Example
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 15
Ex. A 100 K resistance is connected in parallel with 1 pf capacitor at room temperature (27 0C). Calculate
effective bandwidth and equivalent noise voltage at the output.
Sol:
Effective bandwidth 𝐵 𝑒𝑓𝑓 =
1
4𝑅𝐶
=
1
4 𝑥 105 𝑥 10−12 = 2.5 𝑀𝐻𝑧
Noise voltage 𝑉𝑛0 = 4𝐾𝑇𝑅𝐵𝑒𝑓𝑓 =
𝐾𝑇
𝐶
=
1,38 𝑥 10−23 𝑥 300
10−12 = 64.34 𝜇𝑉
16. Example
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 16
Ex. A 10 K resistance is connected in RLC circuit of pass band 10 KHz, tuned at 1 MHz frequency. Calculate
the dynamic resistance of the circuit, equivalent noise voltage at the output across the capacitor. Also
calculate effective bandwidth at room temperature (27 0C). Capacitance used is 10 pf.
Sol:
Quality factor 𝑄 =
𝑓0
∆𝑓
=
1 𝑀𝐻𝑧
10 𝐾𝐻𝑧
= 100
dynamic resistance 𝑅 𝐷=𝑄2
𝑅 = 1002
𝑥 10 𝐾Ω = 100 𝑀Ω
Noise voltage 𝑉𝑛0 = 4𝐾𝑇∆𝑓𝑅 𝐷 = 4 𝑥 1,38 𝑥 10−23 𝑥 300 𝑥 104 𝑥 10 𝑥106 = 128.68 𝜇𝑉
Thus effective bandwidth 𝐵 𝑒𝑓𝑓 =
1
4𝑅 𝐷 𝐶
=
1
4 𝑥10 𝑥106 𝑥10 𝑥10−12 = 250 𝐻𝑧
3 dB bandwidth 𝐵3 𝑑𝐵 =
2
𝜋
𝐵𝑒𝑓𝑓 =
2
𝜋
𝑥 250 = 159.15 𝐻𝑧
17. Addition of noise due to amplifier in cascade
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 17
The output resistance is R3, the noise voltage 𝑉𝑛3 = 4𝐾𝑇𝛿𝑓𝑅3
The noise voltage at the output will be same if R3 is assumed to be noiseless and a equivalent noisy resistance 𝑅3
′
is placed at the input of second stage, such that 𝑉𝑛3
′
=
𝑉𝑛3
𝐴2
=
4𝐾𝑇𝛿𝑓𝑅3
𝐴2
= 4𝐾𝑇𝛿𝑓𝑅3
′
i.e 𝑅3
′
=
𝑅3
𝐴2
2
Now total noise voltage at the input of second amplifier will be generated by equivalent resistance 𝑅 𝑒𝑞
′
such that
𝑅 𝑒𝑞
′
= 𝑅2 + 𝑅3
′
Similarly equivalent noise voltage at the output of first amplifier can be replaced by a noise voltage generated
𝑅2
′
at the input of first amplifier such that 𝑅2
′
=
𝑅 𝑒𝑞
′
𝐴1
2 =
𝑅2
𝐴1
2 +
𝑅3
𝐴1
2 𝐴2
2
The total noise voltage at the input will be generated by
equivalent resistance such that 𝑅 𝑒𝑞 = 𝑅1 + 𝑅2
′
= 𝑅1 +
𝑅2
𝐴1
2 +
𝑅3
𝐴1
2 𝐴2
2
Equivalent noise voltage at the input
( assuming all resistances as noiseless)
𝑉𝑛 = 𝐾𝑇 𝛿𝑓 𝑅 𝑒𝑞
R1
Vn1
R2
Vn2
R3
Vn3
Amplifier
gain A1
Amplifier
gain A2
18. Addition of noise due to amplifier in cascade
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 18
• It is important to note that high resistance at the output R3 have noise effect equal to a low resistance
𝑅3
𝐴1
2 𝐴2
2
• Equivalent noise resistance Req is fictitious resistance, which generates total equivalent noise power at the input
of the device at room temperature while device is assumed to be noiseless. Req is fictitious resistance and does
not contribute to the input impedance of the device and is used for noise calculations only.
Ex. Two amplifiers of voltage gain 10 and 15 are cascaded and applied to a load resistance of 1 M. A 100
resistance is applied to input of a first stage, while 200 resistance is connected to the input of second stage.
Calculate equivalent noise resistance at the input. At room temperature (27 0C) calculate equivalent noise voltage
at the input for measuring bandwidth of 100 KHz. What is equivalent noise resistance of load resistance at the
input
Sol:
Equivalent noise resistance Req = R1+
𝑅2
𝐴1
2+
𝑅3
𝐴1
2 𝐴2
2 =100+
200
102+
1𝑥 106
102 𝑥 152= 100+2 +
400
9
= 146.44
Equivalent noise voltage 𝑉𝑛 = 𝐾𝑇 𝛿𝑓 𝑅 𝑒𝑞 = 1.38 𝑥 10−23 𝑥 300 𝑥 105 𝑥 146.44 = 492.45 nV
Equivalent load resistance at the input =
1𝑥 106
102 𝑥 152 = 44.44
19. Shot noise
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 19
• Shot noise is present in all active devices
• Caused due to random arrival of charge carriers.
• For diode shot noise is given as rms noise current
𝑖 𝑛 = 2𝑒𝑖 𝑝 𝛿𝑓
Where 𝑖 𝑝 is diode current in amperes, 𝑒 is charge of electron, 𝛿𝑓 is bandwidth of
measurement
• Equivalent noise resistance of shot noise is generally quoted in manufacturer
datasheet
20. Signal to noise ratio (SNR)
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 20
• Noise power alone is not sufficient for analysing noise performance of any system
• 𝑆𝑁𝑅 =
𝑆𝑖𝑔𝑛𝑎𝑙 𝑃𝑜𝑤𝑒𝑟
𝑁𝑜𝑖𝑠𝑒 𝑝𝑜𝑤𝑒𝑟
=
𝑆
𝑁
• 𝑆𝑁𝑅 𝑑𝐵 = 10𝑙𝑜𝑔10(𝑆𝑁𝑅)
• SNR is unit less quantity and is usually measured in dB
Ex. A 10 mV rms voltage is applied to 10 K noisy resistor at 27 0C. Calculate SNRdB of
the resistor of measuring bandwidth is 10 MHz.
Sol:
Signal power 𝑆 =
𝑉𝑠
2
𝑅
=
100 𝑥 10−6
104 = 100 𝑛𝑊
Noise power 𝑁 = 𝐾𝑇𝛿𝑓 = 1,38 𝑥 10−23 𝑥 300 𝑥 107 = 0.0414 pW
SNR=241545.89
Now 𝑆𝑁𝑅 𝑑𝐵 = 10𝑙𝑜𝑔10 𝑆𝑁𝑅 = 53.83 𝑑𝐵
21. Noise figure
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 21
• Noise figure provides a measure of noise performance of receivers and amplifiers
• 𝐹 =
𝑆𝑁𝑅 𝑖
𝑆𝑁𝑅 𝑜
=
𝑆 𝑖
𝑁 𝑖
𝑆 𝑜
𝑁 𝑜
=
𝑆 𝑖
𝑆 𝑜
𝑥
𝑁 𝑜
𝑁 𝑖
=
1
𝐴2 𝑥
𝑁 𝑜
𝑁 𝑖
Where
A is voltage gain of amplifier,
Si signal power at the input,
So signal power at the output,
Ni noise power at the input,
No noise power at the input,
• A practical receiver adds noise power. So its noise figure is always greater than 1
• For ideal recover (which does nor add noise) noise figure is 1
22. Calculation of Noise figure from equivalent
resistance
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 22
• Receiver is fed from antenna of resistance Ra. It feeds signal Vs and
generate noise Vn1.
• Receiver has input impedance Ri , Voltage gain A and output is
taken at load RL.
• Equivalent noise resistance of amplifier is Req.
• Let us define 𝑅 𝑒𝑞
′
such that 𝑅 𝑒𝑞
′
= 𝑅 𝑒𝑞 − 𝑅𝑖
Signal input to amplifier 𝑉𝑖 =
𝑅 𝑖
𝑅 𝑎+𝑅 𝑖
𝑉𝑠
Signal power at input of amplifier 𝑆𝑖 =
𝑉𝑖
2
𝑅 𝑖
= 𝑉𝑠
2 𝑅 𝑖
(𝑅 𝑎+𝑅 𝑖)2
Signal power at output of amplifier 𝑆 𝑜 =
𝑉𝑜
2
𝑅 𝐿
=
𝐴2 𝑉𝑖
2
𝑅 𝐿
= 𝑉𝑠
2 𝐴2 𝑅𝑖
2
(𝑅 𝑎+𝑅 𝑖)2 𝑅 𝐿
Ra
Vn1
Ri RL
Vs
VoVi
Antenna Amplifier with voltage gain A
23. Calculation of Noise figure from equivalent resistance
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 23
Noise at the input is due to antenna resistance and internal resistance of amplifier which are in parallel
Noise power at the input of amplifier 𝑁𝑖 =
𝑉𝑛1
2
𝑅 𝑖
=
4𝐾𝑇𝛿𝑓
𝑅 𝑎 𝑅 𝑖
(𝑅 𝑎+𝑅 𝑖)
𝑅 𝑖
=
4𝐾𝑇𝛿𝑓𝑅 𝑎
(𝑅 𝑎+𝑅 𝑖)
Output noise power is sum of noise generated at input and added by amplifier itself i.e output noise
power will be due to equivalent noise resistance at input 𝑅 = 𝑅 𝑒𝑞
′
+
𝑅 𝑎 𝑅 𝑖
(𝑅 𝑎+𝑅 𝑖)
Noise voltage at the output 𝑉𝑛𝑜 = 𝐴24𝐾𝑇𝛿𝑓(𝑅 𝑒𝑞
′
+
𝑅 𝑎 𝑅 𝑖
(𝑅 𝑎+𝑅 𝑖)
)
Output noise power 𝑁𝑜 =
𝐴2(4𝐾𝑇𝛿𝑓𝑅)
𝑅 𝐿
Noise figure 𝐹 =
𝑆𝑁𝑅 𝑖
𝑆𝑁𝑅 𝑜
=
𝑆𝑖
𝑆 𝑜
𝑥
𝑁 𝑜
𝑁 𝑖
=
𝑉𝑠
2 𝑅 𝑖
(𝑅 𝑎+𝑅 𝑖)2
𝑉𝑠
2 𝐴2 𝑅 𝑖
2
(𝑅 𝑎+𝑅 𝑖)2 𝑅 𝐿
𝑥
𝐴24𝐾𝑇𝛿𝑓 𝑅 𝑒𝑞
′ +
𝑅 𝑎 𝑅 𝑖
(𝑅 𝑎+𝑅 𝑖)
𝑅 𝐿
4𝐾𝑇𝛿𝑓𝑅 𝑎
(𝑅 𝑎+𝑅 𝑖)
= 1 + 𝑅 𝑒𝑞
′ 𝑅 𝑎+𝑅 𝑖
𝑅 𝑎 𝑅 𝑖
Under matched conditions (𝑅 𝑎 = 𝑅𝑖) , 𝐹 = 1 +
2𝑅 𝑒𝑞
′
𝑅 𝑎
24. Calculation of Noise figure from equivalent resistance
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 24
Ex. Two receivers has input impedance and equivalent noise resistance as (50 and 100 ) and (250
and 100 ) respectively. Calculate the noise figure of both receivers if it is fed by an antenna of 50
impedance.
Sol.
noise figure 𝐹 = 1 + 𝑅 𝑒𝑞
′ 𝑅 𝑎+𝑅 𝑖
𝑅 𝑎 𝑅 𝑖
For first receiver , noise figure 𝐹1 = 1 + 100𝑥
50+50
50 𝑥 50
= 5
For second receiver , noise figure 𝐹2 = 1 + 100𝑥
250+50
250 𝑥 50
= 3.4
• Noise contribution at input is same in both amplifiers as their noise equivalent resistance are same.
• Input impedance of Amplifier 2 is higher than Amplifier 1, it appears more noise will be generated
at input of amplifier 2.
• From the noise figure it is evident that noise performance of amplifier 2 is better than amplifier 1.
25. Amplifier Input noise in terms of noise figure
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 25
𝐹 =
𝑆𝑁𝑅 𝑖
𝑆𝑁𝑅 𝑜
=
𝑆𝑖
𝑆 𝑜
𝑥
𝑁 𝑜
𝑁 𝑖
=
1
𝐴2 𝑥
𝑁 𝑜
𝑁 𝑖
𝑁𝑜 = 𝐴2
𝐹𝑁𝑖
𝑤ℎ𝑒𝑟𝑒 𝑁𝑖 = 𝐾𝑇𝛿𝑓
Total noise power at the output, 𝑁𝑜 = 𝐴2
𝐹𝐾𝑇𝛿𝑓
Total Noise power at the input =
𝑁 𝑜
𝐴2 = 𝐹𝐾𝑇𝛿𝑓
Contribution of amplifier in noise power at the input (so that amplifier can be assumed noiseless)
𝑁𝑎𝑖 = 𝐹 − 1 𝐾𝑇𝛿𝑓
26. Amplifiers in cascade
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 26
Noise power fed from the source at the input𝑁𝑖 = 𝐾𝑇𝛿𝑓
Equivalent noise power contributed by amplifier 2 at its input (assuming amplifier 2 noiseless)
𝑁𝑓2 = 𝐹2 − 1 𝐾𝑇𝛿𝑓
Total noise power at the input of second amplifier is sum of noise contributed by second
amplifier and noise at the out put of first amplifier,
𝑁𝑓 = 𝐴1
2
𝐹1 𝐾𝑇𝛿𝑓 + 𝐹2 − 1 𝐾𝑇𝛿𝑓
Total Noise power at the input of first amplifier
𝑁𝑓
𝐴1
2 = 𝐹1 𝐾𝑇𝛿𝑓 +
𝐹2 − 1 𝐾𝑇𝛿𝑓
𝐴1
2 = 𝐹𝐾𝑇𝛿𝑓
If F is the overall noise figure
i.e. 𝐹 = 𝐹1 +
𝐹2−1
𝐴1
2
In general, Friss equation
𝐹 = 𝐹1 +
𝐹2−1
𝐴1
2 +
𝐹3−1
𝐴1
2 𝐴2
2 + ------
Amplifier
gain A2
Noise
figure F2
Amplifier
gain A1
Noise
figure F1
Rs
Vn
Source
Nf
NoNi
27. Amplifiers in cascade
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 27
Ex. Three amplifiers of voltage gain 10,20,40 and noise figure 2, 5, 20 are cascaded. Find overall
noise figure. What is contribution of amplifier in input noise if measuring bandwidth is 10 KHz
(room temperature is 300 0K), Calculate the noise figure if sequence of cascading is reversed.
Sol:
Noise figure 𝐹 = 𝐹1 +
𝐹2−1
𝐴1
2 +
𝐹3−1
𝐴1
2 𝐴2
2 = 2 +
5−1
100
+
20−1
100 𝑥 400
=2.040475=3.097 dB
Equivalent noise power contributed by amplifiers to its input (assuming amplifiers noiseless)
𝑁𝑖𝑎 = 𝐹 − 1 𝐾𝑇𝛿𝑓 = 2.040475 𝑥 1.38 𝑥 10−23 𝑥 300 𝑥 104 = 4.30 𝑥 10−17 𝑊
Noise figure for reversed order cascading
Noise figure 𝐹 = = 20 +
5−1
1600
+
2−1
1600 𝑥 400
=20.01
28. Experimental determination of Noise figure
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 28
R
Vn
In
Equivalent circuit for noise
source generating shot noise
Noise
generating
source
Amplifier
gain A
Noise
figure F
AC
Wattmeter
Shot noise power 𝐼 𝑛
2 = 2𝑒𝐼 𝑝 𝛿𝑓
Noise generating diode is applied to a resistance usually matched to input of amplifier
Then as per maximum power transfer theorem, noise power at the input of amplifier
𝑁𝑖 =
𝐼 𝑛
2
2
𝑅 =
𝐼 𝑛
2 𝑅
4
=
𝑒𝐼 𝑝 𝛿𝑓R
2
Noise power at the output due to amplifier itself, 𝑁𝑜𝑎 = 𝐴2
𝐹𝐾𝑇𝛿𝑓
29. Experimental determination of Noise figure
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 29
Total noise power at the output 𝑁𝑜 = 𝑁𝑜𝑎 + 𝐴2 𝑁𝑖
Let 𝑁𝑜 = 𝑄𝑁𝑜𝑎 where Q is a constant
Then 𝑄𝑁𝑜𝑎 = 𝑁𝑜𝑎 + 𝐴2 𝑁𝑖
Or (𝑄 − 1)𝑁𝑜𝑎 = 𝐴2 𝑁𝑖
Or (𝑄 − 1)𝐴2 𝐹𝐾𝑇𝛿𝑓 = 𝐴2 𝑒𝐼 𝑝 𝛿𝑓 𝑅
2
or 𝐹 =
𝑒𝐼 𝑝 𝑅
2𝐾𝑇(𝑄−1)
When 𝐼 𝑝 = 0 the source does not generate noise and in the output noise is due to
amplifier itself. Then 𝐼 𝑝 is increased such that output noise power doubles i.e. Q=2
Let T= 3000C
So 𝐹 =
𝑒𝐼 𝑝 𝑅
2𝐾𝑇
=
1.6 𝑥 10−19 𝑥 𝐼 𝑝 𝑅
2 𝑥 1.38 𝑥 10−23 𝑥 300
= 19.32 𝐼 𝑝 𝑅
30. Equivalent noise temperature
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 30
Noise associated with the amplifier at the input 𝐹 − 1 𝐾𝑇𝛿𝑓 can be
represented by equivalent noise temperature such that
𝐹 − 1 𝐾𝑇𝛿𝑓 = 𝐾𝑇𝑒 𝛿𝑓
i.e. 𝑇𝑒 = 𝐹 − 1 𝑇
Noise equivalent temperature is an alternative of noise figure
In general, Friss equation
𝑇𝑒 = 𝑇𝑒1 +
𝑇𝑒2
𝐴1
2 +
𝑇𝑒3
𝐴1
2 𝐴2
2+ ------
31. White noise
31-08-2016 IEC 503 ANALOG COMMUNICATION SYSTEM BY DR N R KIDWAI, INTEGRAL UNIVERSITY 31
Idealized form of noise which is independent of frequency
Power spectral density
𝑆 𝑤 𝑓 =
𝜂
2
where 𝜂=KT
𝜂
2
𝑅 𝑛 𝜏
𝜏
Auto correlation of white noisef
𝜂
2
𝑆 𝑤 𝑓
Power spectral density function of white noise