This document provides an outline and overview of key topics in digital transmission covered in Chapter 4, including:
- Digital-to-digital conversion techniques like line coding, block coding, and scrambling.
- Analog-to-digital conversion using pulse code modulation (PCM) and delta modulation to convert analog signals to digital data.
- Transmission modes for sending digital data, including parallel transmission of multiple bits at once, and serial transmission of single bits in asynchronous, synchronous, or isochronous formats.
Digital
to
Digital
Encoding Lack of Synchronization
Unipolar encoding uses only one
voltage level.
In a unipolar scheme, all the
signal levels are on one side of
the time axis, either above
or below.
Digital
to
Digital
Encoding Lack of Synchronization
Unipolar encoding uses only one
voltage level.
In a unipolar scheme, all the
signal levels are on one side of
the time axis, either above
or below.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
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COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
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Quality defects in TMT Bars, Possible causes and Potential Solutions.PrashantGoswami42
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TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
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Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
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(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
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Immunizing Image Classifiers Against Localized Adversary Attacks
digital layer
1. Lecture 26
Physical Layer
Ch 4: Digital Transmission
CPE 400 / 600
Computer Communication Networks
Slides are modified from Behrouz A. Forouzan
2. 2
Lecture 26: Outline
Chapter 4: Digital Transmission
4.1 Digital-to-Digital Conversion
o Line coding
o Block coding
o Scrambling
4.2 Analog-to-Digital Conversion
o Pulse Code Modulation (PCM)
o Delta Modulation (DM)
4.3 Transmission Modes
o Parallel Transmission
o Serial Transmission
3. 4-1 DIGITAL-TO-DIGITAL CONVERSION4-1 DIGITAL-TO-DIGITAL CONVERSION
We can represent digital data by using digital signals.
The conversion involves three techniques: line coding,
block coding, and scrambling.
o Line coding is always needed.
o Block coding and scrambling may or may not be needed.
Line coding and decoding 3
4. Signal element versus data element
Although the actual bandwidth of a digital signal is infinite,
the effective bandwidth is finite.
4
5. A signal is carrying data in which one data element is
encoded as one signal element ( r = 1).
If the bit rate is 100 kbps, what is the average value of
the baud rate if c is between 0 and 1?
Solution
We assume that the average value of c is 1/2 . The baud rate is then
Example
5
6. The maximum data rate of a channel is
Nmax = 2 × B × log2 L (defined by the Nyquist formula).
Does this agree with the previous formula for Nmax?
Solution
A signal with L levels actually can carry log2L bits per level.
If each level corresponds to one signal element and we assume the
average case (c = 1/2), then we have
Example
6
8. In a digital transmission, the receiver clock is 0.1 percent
faster than the sender clock.
How many extra bits per second does the receiver receive
if the data rate is 1 kbps?
How many if the data rate is 1 Mbps?
Solution
At 1 kbps, the receiver receives 1001 bps instead of 1000 bps.
At 1 Mbps, the receiver receives 1,001,000 bps instead of 1,000,000
bps.
Example
8
11. Polar NRZ-L and NRZ-I schemes
Both have an average signal rate of N/2 Bd.
Both have a DC component problem.
inversion or lack of inversion
determines value of the bit
level of voltage determines
value of the bit
11
12. A system is using NRZ-I to transfer 10-Mbps data.
What are the average signal rate and minimum bandwidth?
Solution
The average signal rate is S = N/2 = 500 kbaud.
The minimum bandwidth for this average baud rate is
Bmin = S = 500 kHz.
Example
12
14. Polar biphase: Manchester and differential Manchester schemes
Transition at the middle is used for synchronization
The minimum bandwidth is 2 times that of NRZ 14
15. Bipolar schemes: AMI and pseudoternary
We use three levels: positive, zero, and negative.
In mBnL schemes, a pattern of m data elements is
encoded as a pattern of n signal elements in which 2m
≤ Ln
15
25. We need to send data at a 1-Mbps rate.
What is the minimum required bandwidth, using a
combination of 4B/5B and NRZ-I or Manchester coding?
Solution
First 4B/5B block coding increases the bit rate to 1.25 Mbps.
The minimum bandwidth using NRZ-I is N/2 or 625 kHz.
The Manchester scheme needs a minimum bandwidth of 1 MHz.
The first choice needs a lower bandwidth, but has a DC component
problem;
The second choice needs a higher bandwidth, but does not have a DC
component problem.
Example
25
28. Two cases of B8ZS scrambling technique
B8ZS substitutes eight consecutive zeros with 000VB0VB.
28
29. Different situations in HDB3 scrambling technique
HDB3 substitutes four consecutive zeros with 000V or
B00V depending on the number of nonzero pulses after
the last substitution.
29
30. 30
Lecture 26: Outline
Chapter 4: Digital Transmission
4.1 Digital-to-Digital Conversion
o Line coding
o Block coding
o Scrambling
4.2 Analog-to-Digital Conversion
o Pulse Code Modulation (PCM)
o Delta Modulation (DM)
4.3 Transmission Modes
o Parallel Transmission
o Serial Transmission
31. 4-2 ANALOG-TO-DIGITAL CONVERSION4-2 ANALOG-TO-DIGITAL CONVERSION
A digital signal is superior to an analog signal.
The tendency today is to change an analog signal to
digital data.
In this section we describe two techniques, pulse
code modulation and delta modulation.
31
34. Nyquist sampling rate for low-pass and bandpass signals
According to the Nyquist theorem,
the sampling rate must be at least 2 times the highest
frequency contained in the signal.
34
35. Recovery of a sampled sine wave for different sampling rates
Sampling at the
Nyquist rate can create
a good approximation of
the original sine wave.
Oversampling can also
create the same
approximation, but is
redundant and
unnecessary.
Sampling below the
Nyquist rate does not
produce a signal that
looks like the original
sine wave.
35
36. Sampling of a clock with only one hand
The second hand of a clock has a period of 60 s.
According to the Nyquist theorem, we need to sample hand every 30 s
36
37. An example of under-sampling is the seemingly backward
rotation of the wheels of a forward-moving car in a movie.
A movie is filmed at 24 frames per second.
If a wheel is rotating more than 12 times per second, the
under-sampling creates the impression of a backward
rotation.
Examples
Telephone companies digitize voice by assuming a maximum
frequency of 4000 Hz.
The sampling rate therefore is 8000 samples per second.
37
38. A complex low-pass signal has a bandwidth of 200 kHz.
What is the minimum sampling rate for this signal?
Solution
The bandwidth of a low-pass signal is between 0 and f,
where f is the maximum frequency in the signal.
Therefore, we can sample this signal at 2 times the highest
frequency (200 kHz).
The sampling rate is therefore 400,000 samples per second.
Example
38
40. A telephone subscriber line must have an SNRdB above 40.
What is the minimum number of bits per sample?
Solution
We can calculate the number of bits as
Telephone companies usually assign 7 or 8 bits per sample.
Example
40
41. We want to digitize the human voice. What is the bit rate,
assuming 8 bits per sample?
Solution
The human voice normally contains frequencies from 0 to
4000 Hz. So the sampling rate and bit rate are calculated
as follows:
Example
41
43. We have a low-pass analog signal of 4 kHz.
If we send the analog signal, we need a channel with a
minimum bandwidth of 4 kHz.
If we digitize the signal and send 8 bits per sample, we need
a channel with a minimum bandwidth of 8 × 4 kHz = 32 kHz.
Example
43
46. 46
Lecture 26: Outline
Chapter 4: Digital Transmission
4.1 Digital-to-Digital Conversion
o Line coding
o Block coding
o Scrambling
4.2 Analog-to-Digital Conversion
o Pulse Code Modulation (PCM)
o Delta Modulation (DM)
4.3 Transmission Modes
o Parallel Transmission
o Serial Transmission
47. 4-3 TRANSMISSION MODES4-3 TRANSMISSION MODES
The transmission of binary data across a link can be
accomplished in either parallel or serial mode.
In parallel mode, multiple bits are sent with each
clock tick.
In serial mode, 1 bit is sent with each clock tick.
While there is only one way to send parallel data,
there are three subclasses of serial transmission:
asynchronous, synchronous, and isochronous.
47
51. Asynchronous transmission
We send 1 start bit (0) at the beginning and 1 or more
stop bits (1s) at the end of each byte.
There may be a gap between each byte.
It is “asynchronous at the byte level,” bits are still
synchronized; their durations are the same. 51
52. Synchronous transmission
We send bits one after another without
start or stop bits or gaps.
It is the responsibility of the receiver to group the bits.
52