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Chapter
Overview of Analog and Digital
Technologies

© N. Ganesan, Ph.D. , All rights reserved.
Chapter Objectives

• Explain the basic concepts of analog and
digital technology
• Show the importance of frequency spectrum
to communication along with an explanation
of the concept of bandwidth
• Give an overview of the interface technology
between analog and digital technology
• Describe the process of digitizing data,
audio, image and video
• Discuss quality retention in digital
transmission
Module

Overview of Analog Technology

© N. Ganesan, Ph.D. , All rights reserved.
Areas of Application
• Old telephone networks
• Most television broadcasting at present
• Radio broadcasting
Analog Signals: The Basics
Signal

Amplitude

Frequency =
Cycles/Second

A typical
sine wave
Time

Cycle
Amplitude and Cycle
• Amplitude
– Distance above reference line

• Cycle
– One complete wave
Frequency
• Frequency
– Cycles per second
– Hertz is the unit used for expressing
frequency

• Frequency spectrum
– Defines the bandwidth for different analog
communication technologies
Information Representation
Using Analog Signals
• Information can be represented using
analog signals
• Analog signals cannot be manipulated
easily
• Analog signals must be digitized for
computer processing
– They must also be presented in binary
form for computer processing
Analog to Digital Conversion
1 0 1 1 0 1 0 0

A to D Converters, Digital
Signal Processors (DSP) etc.
Data Transmission Using Analog
Technology

Computer

Modem
Digital
0s and 1s

Analog
0s and 1s

Digital-to-Analog Modulation
and vice versa
Voice Transmission Example
Voice

Carrier Wave
AM Radio Transmission
Analog-to-Analog Modulation
End of Module
Module
Frequency Spectrum
and Bandwidth

© N. Ganesan, Ph.D. , All rights reserved.
Frequency Spectrum Defined
• Available range of frequencies for
communication
• Starts from low frequency communication
such as voice and progresses to high
frequency communication such as satellite
communication
• The spectrum spans the entire bandwidth of
communicable frequencies
Frequency Spectrum
Low Frequency

Voice

High Frequency
Radio
Frequency

Satellite
Transmission

MHz

MHz

KHz
Coaxial
Cable

Microwave
Frequency Spectrum
• Low-end
– Voice band

• Middle
– Microwave

• High-end
– Satellite communication
Signal Propagation
• Low frequency
– Omni-directional

• High frequency (In general)
– Unidirectional
Bandwidth Definition
• Bandwidth, in general, represents a
range of frequencies
Bandwidth is 400 MHz

300 MHz

700 MHz
Usage of the Term Bandwidth
• To specify the communication capacity
– A medium such as a coaxial cable is
associated with a bandwidth

• To indicate the bandwidth of a
technology
– Voice grade circuits have a bandwidth of 4
KHz (0-4000 Hz)
Digitization Consideration
• Sample at twice the rate of bandwidth
for acceptable quality digitization of
voice
– Sampling rate for voice transmission is
there 8000 Hz

• If each sample is represented by 8-bits,
the bandwidth required for
transmission is 64000 bps –
Approximately 64K bps
Communication Capacity
• Bandwidth is indicative of the
communication capacity
• Communication speed is proportional
to bandwidth
– Shannon's law

• Units used to represent bandwidth are
Hz, bps etc.
Coaxial Cable Example
• Bandwidth of 300 MHz
• Comparison with twisted pair
– Higher bandwidth
– Supports faster communication speeds
Limiting Factors on
Communication Speed

Bandwidth

Communicatio
n Speed

Technology
Impact of bandwidth and Technology
on Communication Speed
• Bandwidth limitation
– Use better technology such as data
compression used in modems to increase
speed of communication

• Bandwidth and technology limitation
– Move to higher bandwidth media such as
fiber cables
Speed Dependency on Bandwidth
and Technology
Higher Bandwidth
Medium 1

Technology

Medium 2
Medium 1 example can be shielded twisted
pair and medium 2 example can be fiber.
Implication
• Whenever a new technology with
higher communication speed is
introduced, it is first introduced on a
medium of higher bandwidth
– Example: Optical fiber

• It is then moved to a widely used
medium with further advancement of
the technology
– Example: Copper wire
End of Module
Module

An Overview of Digital
Technology

© N. Ganesan, Ph.D. , All rights reserved.
Areas of Application
• Computers
• New telephone networks
• Phased introduction of digital television
technology
Digital Technology
• Basics
– Digital signals that could be assigned
digital values

• Digital computer technology
– Digital signals
– Binary representation
• Encoded into ones and zeros
Digital Advantage
• Processing using computer technology
• Programmable services
• Better quality due to being able to
reconstruct exact digital patterns at the
receiving end
• Faster communication speeds are
possible
Digital Signal
1 0 1 1 0 1 0 0

Pulse

Pulse Duration

Time
Digital Terms
• Pulse
• Pulse duration
• Pulse amplitude
• Signal strength
Clock Speed and Pulse Duration
MHz
Pulse
Duration
Clock Speed and
Execution Speed
• Pulse duration is inversely proportional
to the clock frequency
• Faster the clock speed, the smaller the
pulse duration
• Smaller the pulse duration, the faster
the execution in general
Clock Speed and Communication
Speed
• Faster the clock speed, smaller the pulse
duration
• Smaller the pulse duration, smaller the
time taken to transmit one bit of
information
• Therefore, faster the clock speed
measured in MHz, faster the
communication speed measured in
Mbps in general
Clock Speed and Computer
Operation
• Computer operations are timed by a clock,
namely by the clock speed measured in HZ
• Faster the speed, the smaller the pulse
duration
• Computer operations are timed by the pulse
duration
• Therefore, faster the clock speed, faster the
computer operation
– A 3 GHz computer is faster than a 2 GHz
computer
End of Module
Module

Digital-to-Analog and
Analog-to-Digital Conversion

© N. Ganesan, Ph.D. , All rights reserved.
The Need for Conversion
• Analog-to-Digital Conversation
– Connection of a computer to an analog
communication line

• Digital-to-Digital Interface
– Connection of a computer to a digital ISDN
line
– Connection of different networks using a
router
Digital-to-Analog Interface
POTS
Comp.
Sys. 1

Digital
Serial
RS-232C

Modem

Analog
ITU V.90

Modem

Comp.
Sys. 2

Digital
Serial
RS-232C
Digital-to-Digital Interface

Comp.
Sys. 1

Digital
IEEE 802.3

DSL
Router

DSL
Router

Digital
Internet

Comp.
Sys. 2

Digital
IEEE 802.3
Digital to Digital Interface

Network 2

Router

Network 1
Digital to Digital Interface
• In general, in digital to digital interface,
protocol conversion takes place
– Example: Connecting an Ethernet network
to a campus backbone network using a
router
End of Module
Module

Overview of Digitization of
Information

© N. Ganesan, Ph.D. , All rights reserved.
Digitization of Information
• Information need to be digitized for
computer processing and the
transmission of information
Components of Information
• Alphanumeric data
• Image
• Audio
• Video
Digital Information Processing

Data
Audio
Image
Video

Digitized
and
Encoded

Digital
Transmission
The Advantages of Digitization
• Information can be processed by the
computer
• Easy transmission of information over
the Internet and other computer
networks
• Minimize loss of quality during
transmission
End of Module
Module

Digitization Of Alphanumeric
Data

© N. Ganesan, Ph.D. , All rights reserved.
The Basis
• Alphanumeric data is digitized using
well established coding systems
Codes Used in the Digitization
Of Data
• Coding Standards
– ASCII
– EBCDIC
– Unicode

• ASCII Code example
– A=1000001
The Unicode
• Replaced the ASCII coding system in
microcomputers
• All variations of the Latin language
– English
– European languages

• Chinese and Japanese
• 18 Major languages
– Eg: Tamil
Unicode Possibilities
• It is a 16-bit code as opposed to the
ASCII code that is basically an 8-bit
code
• It is therefore possible to have 65,536
variations in UNICODE
Communication With ASCII
And EBCDIC
• Latin languages can be transmitted in
coded form
• Other languages
– Bit-mapped image transmission
– Requires considerably more bandwidth
– An exception is the use of true-type fonts
to display the characters of a language not
supported by ASCII
Communication With Unicode
• Binary encoded transmission
– Latin languages
– 18 major languages
– Chinese, Japanese etc.

• Transmission itself requires less
bandwidth
• Universal usability of software in all the
supported languages
Unicode Advantage in WWW
Transmissions

Tamil pages are transmitted in their binary encoded form.

Tamil
Web
Site
Site created using all
the tools such as the
MS-IIS.

Client

Internet Explorer
Browser retrieving
Tamil pages on a client
supporting Unicode.
Transmission of Tamil Pages as
Images on WWW
Binary image
transmission of
Tamil pages.
Tamil
Web
Site
Web pages scanned and
stored as images.

Client
Internet Explorer
Browser retrieving Tamil
pages similar to images.
Using Downloaded Fonts to Host
and Transmit Tamil Pages
Bandwidth
requirements are low.
Tamil
Web
Site

Binary encoded form.

Site created
with tools
such as MS-IIS.

Download and install
the Tamil fonts.

Client
Internet Explorer
retrieving Tamil
pages.
Foreign Language Web Page
Options
• Store the page as an image
• Use a font for the language, if available
• Use Unicode to develop the web page
UNICODE Usage
• Currently all the computers support
UNICODE
• Also, the operating systems and the
applications also support UNICODE
• Both hardware and software support is
necessary for the successful
implementation of UNICODE
End of Module
Module

Digitization Of Audio

© N. Ganesan, Ph.D. , All rights reserved.
Digitization Of Audio: Overview
• Take samples of audio at predetermined time intervals known as the
sampling rate
• Represent the sampled audio with
digital signals
– Pulse Amplitude Modulation (PAM)

• Encode signals into binary code
– Pulse Code Modulation (PCM) that
incorporates PAM as well
– Required for computer processing
Digitization of Audio: Pulse
Amplitude Modulation (PAM)
Audio

9

8

7

6

Sampling Interval

7

9

Digital Signals must
further be encoded
into binary signals
for computer
processing and
transmission.
Digitization and Encoding of Audio:
Pulse Code Modulation (PCM)
• PCM is a two step process
• First the audio is sampled and
represented by digital signals
• The digital signals are then encoded in
binary form
Binary Encoding of Signals in
Pulse Code Modulation (PCM)
PCM

9

8

7

6

5

6

1001 1000 0111 0110 0101 0110

The integer numbers have effectively been
coded into zeros and ones. The ones and zeros
now contain the audio information encoded in
a form that could be processed by a computer.
Salient Points on the
Digitization Of Audio
• Sampling rate and the number of bits
used for representing the samples will
determine the quality of the audio
• Quality is retained in transmission
because only codes are transmitted
• Audio can be recreated to the original
quality by extracting the pattern from
the digital code
Sampling Factors
• Sampling interval determined by
sampling frequency
– Measured in Hz

• Sampling depth
– Measured in bits

• Sampling channels
– Mono or stereo, for example
Sampling Example
• CD quality audio
– 44 KHz
– 16 Bits
– Stereo
End of Module
Module
Audio Quality, Bandwidth and
Streaming

© N. Ganesan, Ph.D. , All rights reserved.
Factors Affecting Quality

9

8

7

6

Sampling Interval

7

9

Number of bits
used for binary
encoding.
Example: 4 bits
allow 16
amplitude
variations to be
represented.
Effect of Sampling Frequency
• Higher sampling frequency
– Smaller sampling intervals
– Frequent sampling
– Better quality because the audio pattern is
captured better
– Higher bandwidth required for
transmission
– Higher disk space required for storage
Computation of Bandwidth
Requirement for Transmission
• Problem:
– Compute the audio streaming rate for a
voice grade circuit given that the number
of bits used in the sampling is 8

• Background information
– A voice grade circuit has a bandwidth of
approximately 4000 Hz

• General rule
– For acceptable quality, the audio must be
sampled at twice the frequency of the voice
grade bandwidth
Reason for Sampling at Twice the
Frequency
• Two peaks in each cycle
– Half of a cycle is above the datum line
– The other half of the cycle is below the
datum line

• Therefore, sample the audio at twice the
frequency rate
CD Sampling?
• Sampling in this case is done for higher
quality
– 44 KHz
– 16-bits
– Stereo
Problem Representation

79

68

57

46

57

79

8 bits are used enabling
256 amplitudes to
represent the human
voice which is considered
to be adequate.

1/8000 Seconds (8000 HZ twice the frequency of the voice
grade circuit)
or 2X4000 samples per second
Bandwidth Computation for Voice
• Number of samples
– 8000 per second

• Number of bits per sample
–8

• Bandwidth requirement
– 8X8000 bps = 64,000 bps
– Approximately 64K bps

• 64K bps is the speed of a single ISDN
(B) channel designed to carry voice
Bandwidth of Voice Circuits
• Generally speaking, the bandwidth
requirement for uncompressed voice
circuit is 64 Kbps
• An example is the ISDN – B channel
that was originally intended to carry
voice
– Its bandwidth is 64 K bps
Examples in Audio Quality and
Bandwidth Requirement
• CD quality
– 44,100 Hz, 16 bit, Stereo
– 1376K bps

• Radio quality
– 22,050 Hz, 8 bit, mono
– 176K bps

• Telephone quality
– 11,025 Hz, 8bit, mono
– 88K bps
Recording Quality and Bandwidth
Requirement Demonstration
Recording Used in this Example
• Settings for recording
– 11K Hz, 8 bit and mono

• Audio bandwidth requirement is 88K
bps
• Streaming is required to send the audio
alone over the Internet
• Approximate bandwidth required for
both video and audio is 133K bps
Audio Transmission In WWW
Audio streaming requires compression.

Web
Site

28-56K bps
Client

Real-time audio
broadcast support
using streaming
server module.

Receive audio using
Internet Explorer
and a plug-in to receive
the audio stream.
Delivery of Instruction Over the
WWW
Audio/Video streaming.

Web
Site

28-56K bps
Client

Store streamed audio/
video using Windows Media.

Receive audio/video using
Internet Explorer and Media
Player.
Streaming Classroom Lectures on
CD
• Bandwidth requirement as computed
earlier is
Internet Ramp Bandwidth
Computation
A T1 line operating at approximately 1.354M bps
can support approximately 10 connections in theory.

WWW

In practice, 7 connections which is 70 percent of 10
connections can be supported with due consideration
given to
bandwidth bottlenecks.
Types of Multimedia Transmission
• Unicasting
• Multicasting
• Broadcasting
Sampling Considerations In
Communications
Digital audio transmission

Sender

Receiver

Adjust quality (sampling interval and bit
representation) to suit bandwidth availability.
Audio Files
• Audio can be stored in different formats
– Uncompressed or raw file format (wav)
– Compressed format
– Streaming format
• Streamed audio is also compressed
• It is also designed for real-time delivery of
audio
Audio File Format
• wav file format

– Basic file format in audio storage or raw file

• rm file format

– Real audio’s streamed file format
– Streamed file

• wma file format

– Microsoft’s audio streamed file format
– Streamed file

• mp3 file format

– Compressed file

• aac file format
–
End of Module
Module

Quality Retention in Digital
Transmission

© N. Ganesan, Ph.D. , All rights reserved.
Quality Retention
• Quality is retained in digital
transmission because only the codes are
transmitted
• Quality is subject to some deterioration
in analog transmission because the
wave pattern is transmitted
Analog Audio Transmission
Audio Prior
to Transmission

Audio with
Interference

Transmission
Audio After Filtering
Passage of Analog Audio Over
Analog Lines
Analog
Audio

Analog
Audio

Telephone

Telephone

Analog
Signals

Analog
Signals
Recreation of Audio from Analog
Signals
• A difficult task
• Complex algorithms are used to filter
noise etc. for better audio transmission
Signal Passage in Digital Audio
Transmission
Encode
Audio
Recreate

Decode

Audio

Transmit
A Sample Digital Audio
Transmission Path
Analog
Audio

Analog
Audio

Sound
Card

Sound
Card

Digital
Audio

DSL
Modem
Digital
Network

Digital
Audio

DSL
Modem
Sound Generation
• Sound is recreated at destination
– Using FM synthesis
– Using wave table generation

• Noise is not an issue in digital
communication although it is an issue
in digital transmission
– The reason, once again, is due to the fact
that only codes are transmitted in digital
transmission
Better Sound Generation
• Wave table generation provides better
sound reproduction that FM synthesis
Digital Advantage in Audio
Transmission
• Only codes are transmitted
• Original encoding is recreated
• Original audio is reproduced
• Again, sampling rate and number of
bits used in each sample will determine
the quality of audio transmitted
Digitized Signal Transmission
Over Analog Lines
Encode

Sampled Signals

Audio
Recreate

Decode

Audio

Transmit
Sample Digital Audio Transmission
Path Over Analog Lines
Analog
Audio

Analog
Audio

Sound
Card

Sound
Card

Digital
Audio

Modem
Analog
PSN

Digital
Audio

Modem
Audio Transmission In WWW
Audio stream over analog/digital line.

Web
Site
Client
Real-time audio
Receive audio using
broadcast support
Internet Explorer
using Windows Media
streaming server module. and Windows Media Player.
Analog to Digital Converter
• A to D and D to A converter
• The chip that is responsible for this
conversion is known as the DSP (Digital
Signal Processor) chip
• It is used in sound cards, modems etc.
wherever there is a need for A to D and D to
A conversion
• The mass use of this chip in various devices
has led to a drastic drop in the price of the
chip and the devices
Digital Signal Processor (DSP)

DSP
Digital

Analog
End of Module
Module

Digitization Of Image

© N. Ganesan, Ph.D. , All rights reserved.
Image Digitization
• Image can be of the form black and
white, gray scales, color
• Factors that influence the digitization of
image are as follows
– Resolution measured in pixels
– Color depth expressed in number of color
variations
Digitization Of Image:
Overview
Horizontal Resolution

Pixel
Digitization of the Letter L
Number of bits
determine the
amount of
information that
could
be stored.
Digitization Of Image: The
Process
• Divide the image into a grid of pixels
that may be considered as the sampling
points of the image
• Digitize information on each pixel
• Store and transmit
Resolution
• Horizontal resolution
– Number of horizontal pixels

• Vertical resolution
– Number of vertical pixels

• Image resolution
– Horizontal by vertical resolution
– Ex: 640 by 480
Digitization of Black and White
Image
• White
– A pixel lit represents a 1

• Black
– A pixel not lit represents a 0

• Storage required per pixel
– 1 bit

• Storage required for 640 by 480
resolution image
– 640 times 480 bits = 307,200 bits = 38.4K
Bytes
Digitization of Image Using
Gray Scales
• A pixel may take a value between 0 and
15 for 16 gray scales
• A gray scale of 3 can be coded as 0011
and the others similarly using this 4
digit code
• The bandwidth requirement for the
transmission of a 640X480 image in this
case is as follows:
– 640X480X4 = 153.5K Bytes
Digitization of Color Image
• Image coding
– Each pixel may take a value between 0 and 255 if
256 colors are to be represented

• Storage requirement
– Digitizing of images requires substantial number
of bytes and hence large storage space for
processing

• Bandwidth requirement
– Higher bandwidths are required to transmit color
images
Bandwidth Computation for
Image with 256 Colors
• Resolution is 640X480
• 8 bits are required to represent 256
colors
• bandwidth requirement for the
transmission of one image is as follows:
– 640X480X8 = 307.2K Bytes
The Effect of Color Depth and
Resolution
• Compare VGA, SVGA and XGA
– XGA provides the highest resolution

• Practical implication
– More colors less resolution if bandwidth or
storage is the limiting concern
– Example
• 256 colors at lower resolution
• 16 colors at higher resolution

• Rule
– Higher the resolution the lower the number of
colors available in general given the resource
constraints such as bandwidth constraints
Factors Affecting Bandwidth
Requirement in Image Transmission
• The higher the resolution, the higher the
bandwidth requirement for transmission
• The higher the color representation, also
known as color depth, higher the bandwidth
requirement
• For true color, 24 (32) bits are required to
represent each pixel
• The file sizes in raw image capture can thus
become very large
End of Module
Module
Compression of Digitized Images

© N. Ganesan, Ph.D. , All rights reserved.
Compression of Digitized Images
• Compression is required to reduce the
size of the image file
• Large blocks of unchanged data in an
image (background) offers an
opportunity to compress the image
• Image files are almost always
compressed
A Few Compression Formats
• GIF
• JPEG
• MIC (Microsoft Image Composer)
• PCD (KODAK) - Used by Corel
• Uncompressed file exist in the form of
bit mapped file with the extension of
.BMP
Image File Format Extensions
• File formats often represent the compression
procedure being used such as jpg
representing the jpeg compression technique
• Examples:
–
–
–
–
–
–

Bmp – uncompressed file format
Gif
jpg
pcd
tiff
pcx
Loss-less Compression and
Others
• Some compression formats offer lossfree compression of the image
• Others sacrifice minimal loss for the
sake of reduced storage and bandwidth
requirements
• Fortunately, the loss is not easily
detected by the naked eye
Image Transmission
Considerations
Adjust image to suit available bandwidth.
Sender

Receiver

Adjustable features are as follows.
- Resolution
- Color depth
Adjusting the size also reduces the bandwidth
requirement because of a corresponding reduction
in the number of pixels required to represent
the image.
A Peek At Data Compression
• 0 0 0 0 0 0 0 0 0 0 0 - - - - - -0 1 1 1 1 1 11
…... 0
• THE ABOVE CAN BE COMPRESSED
INTO = #9000$0#
– 9000 bits are compressed into 8 characters
#600$1#
that require approximately 64 bits 600
for
NUMBER COUNT
transmission
INTERPRET WITHIN THE # SIGN
1
– 9000 ZEROS ARE CODED INTO #900$0#

CHARACTER BEING
TRANSMITTED
Compression Result
• In the previous example, 9000 bits are
compressed into 8 characters
• If 10 bits are used on the average for
transmitting each character, the 9000
bits of information is now compressed
into 80 bits for transmission
Modem Implication in Image
Transmission
• Modems also compress the data stream to
achieve higher transmission speeds
• Because of the fact that the images are already
compressed, the full speed benefit may not be
realized when images are transmitted over a
modem connection
• An already compressed image file does not,
for instance, offer itself well to further
compression in the modem
End of Module
Module

Digitization Of Video

© N. Ganesan, Ph.D. , All rights reserved.
Digitization of Video
• Digitization of video is an extension of
the process of digitizing an image
• It amounts to the transmission of
certain number of still images known as
frames per second
• Obviously, digitized video requires
higher bandwidth for transmission and
more space for storage
Frame Rate
• 30 frames of images per second, in general,
defines continuos motion
• In communications, 25 frames per second is
considered to be continuous motion
• 15 frames per second is currently used in
video conferencing over digital lines for
acceptable reception of video
• It is also possible to engage in video
conferencing at a frame rate of 5 frames per
second
Computation of Bandwidth for
Raw Transmission of Video
• Image resolution is 640X480
• Number of colors is 256 (8 bit)
• Acceptable reception requires 15 frames
per second
• Therefore, the bandwidth for the raw
transmission is as follows:
– 640X480X8X15 = 36.86M bps = 4.6M Bps
Compression Standards Used in
the Digitization of Video
•
•
•
•
•
•
•

MPEG 1, MPEG 2, MPEG 3 and MPEG 4
Windows Media Video
Real Media
Indio
QuickTime
ActiveMovie
AVI
Streaming Formats for Video
• Various streaming formats are
supported by different vendors
– RealVideo

• Microsoft’s streaming format
– wma (Windows Media Audio)
– wmv (Windows Media Video)
– Active Streaming Format (ASF)

• Apple’s QuickTime format
• Etc.
Overview of Video Transmission
in Video Conferencing
• Minimum speed
– 3 to 5 frames per second

• Acceptable speed
– 15 frames per second

• Transmission techniques
– Data is compressed
– Only changes to the frame are transmitted
Bandwidth Optimization in
Video Conferencing
• Minimize Windows for maximum
efficiency
– Transmit less number of pixels in
minimized form

• Decrease the resolution
– Has the same effect as above

• Decrease the number of colors
displayed
Communication Links for Video
Conferencing
• Possible on analog lines using 56,000
bps transmission speed but not
desirable
• Digital lines are preferred and the
guidelines are as follows:
– Possible at 128k bps using ISDN lines
– Acceptable at 384k bps
– 1M bps and above offer good quality video
transmission
ISDN Line Suitability
• ISDN B channels can be assigned on a
dynamic basis depending on the
bandwidth requirement at any point in
time during video conferencing
Video Conferencing Products
• Intel ProShare
• CU-See Me
• Picturetel
• C-phone
• etc.
End of Module

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Analog and digital communicaitons

  • 1. Chapter Overview of Analog and Digital Technologies © N. Ganesan, Ph.D. , All rights reserved.
  • 2. Chapter Objectives • Explain the basic concepts of analog and digital technology • Show the importance of frequency spectrum to communication along with an explanation of the concept of bandwidth • Give an overview of the interface technology between analog and digital technology • Describe the process of digitizing data, audio, image and video • Discuss quality retention in digital transmission
  • 3. Module Overview of Analog Technology © N. Ganesan, Ph.D. , All rights reserved.
  • 4. Areas of Application • Old telephone networks • Most television broadcasting at present • Radio broadcasting
  • 5. Analog Signals: The Basics Signal Amplitude Frequency = Cycles/Second A typical sine wave Time Cycle
  • 6. Amplitude and Cycle • Amplitude – Distance above reference line • Cycle – One complete wave
  • 7. Frequency • Frequency – Cycles per second – Hertz is the unit used for expressing frequency • Frequency spectrum – Defines the bandwidth for different analog communication technologies
  • 8. Information Representation Using Analog Signals • Information can be represented using analog signals • Analog signals cannot be manipulated easily • Analog signals must be digitized for computer processing – They must also be presented in binary form for computer processing
  • 9. Analog to Digital Conversion 1 0 1 1 0 1 0 0 A to D Converters, Digital Signal Processors (DSP) etc.
  • 10. Data Transmission Using Analog Technology Computer Modem Digital 0s and 1s Analog 0s and 1s Digital-to-Analog Modulation and vice versa
  • 11. Voice Transmission Example Voice Carrier Wave AM Radio Transmission Analog-to-Analog Modulation
  • 13. Module Frequency Spectrum and Bandwidth © N. Ganesan, Ph.D. , All rights reserved.
  • 14. Frequency Spectrum Defined • Available range of frequencies for communication • Starts from low frequency communication such as voice and progresses to high frequency communication such as satellite communication • The spectrum spans the entire bandwidth of communicable frequencies
  • 15. Frequency Spectrum Low Frequency Voice High Frequency Radio Frequency Satellite Transmission MHz MHz KHz Coaxial Cable Microwave
  • 16. Frequency Spectrum • Low-end – Voice band • Middle – Microwave • High-end – Satellite communication
  • 17. Signal Propagation • Low frequency – Omni-directional • High frequency (In general) – Unidirectional
  • 18. Bandwidth Definition • Bandwidth, in general, represents a range of frequencies Bandwidth is 400 MHz 300 MHz 700 MHz
  • 19. Usage of the Term Bandwidth • To specify the communication capacity – A medium such as a coaxial cable is associated with a bandwidth • To indicate the bandwidth of a technology – Voice grade circuits have a bandwidth of 4 KHz (0-4000 Hz)
  • 20. Digitization Consideration • Sample at twice the rate of bandwidth for acceptable quality digitization of voice – Sampling rate for voice transmission is there 8000 Hz • If each sample is represented by 8-bits, the bandwidth required for transmission is 64000 bps – Approximately 64K bps
  • 21. Communication Capacity • Bandwidth is indicative of the communication capacity • Communication speed is proportional to bandwidth – Shannon's law • Units used to represent bandwidth are Hz, bps etc.
  • 22. Coaxial Cable Example • Bandwidth of 300 MHz • Comparison with twisted pair – Higher bandwidth – Supports faster communication speeds
  • 23. Limiting Factors on Communication Speed Bandwidth Communicatio n Speed Technology
  • 24. Impact of bandwidth and Technology on Communication Speed • Bandwidth limitation – Use better technology such as data compression used in modems to increase speed of communication • Bandwidth and technology limitation – Move to higher bandwidth media such as fiber cables
  • 25. Speed Dependency on Bandwidth and Technology Higher Bandwidth Medium 1 Technology Medium 2 Medium 1 example can be shielded twisted pair and medium 2 example can be fiber.
  • 26. Implication • Whenever a new technology with higher communication speed is introduced, it is first introduced on a medium of higher bandwidth – Example: Optical fiber • It is then moved to a widely used medium with further advancement of the technology – Example: Copper wire
  • 28. Module An Overview of Digital Technology © N. Ganesan, Ph.D. , All rights reserved.
  • 29. Areas of Application • Computers • New telephone networks • Phased introduction of digital television technology
  • 30. Digital Technology • Basics – Digital signals that could be assigned digital values • Digital computer technology – Digital signals – Binary representation • Encoded into ones and zeros
  • 31. Digital Advantage • Processing using computer technology • Programmable services • Better quality due to being able to reconstruct exact digital patterns at the receiving end • Faster communication speeds are possible
  • 32. Digital Signal 1 0 1 1 0 1 0 0 Pulse Pulse Duration Time
  • 33. Digital Terms • Pulse • Pulse duration • Pulse amplitude • Signal strength
  • 34. Clock Speed and Pulse Duration MHz Pulse Duration
  • 35. Clock Speed and Execution Speed • Pulse duration is inversely proportional to the clock frequency • Faster the clock speed, the smaller the pulse duration • Smaller the pulse duration, the faster the execution in general
  • 36. Clock Speed and Communication Speed • Faster the clock speed, smaller the pulse duration • Smaller the pulse duration, smaller the time taken to transmit one bit of information • Therefore, faster the clock speed measured in MHz, faster the communication speed measured in Mbps in general
  • 37. Clock Speed and Computer Operation • Computer operations are timed by a clock, namely by the clock speed measured in HZ • Faster the speed, the smaller the pulse duration • Computer operations are timed by the pulse duration • Therefore, faster the clock speed, faster the computer operation – A 3 GHz computer is faster than a 2 GHz computer
  • 39. Module Digital-to-Analog and Analog-to-Digital Conversion © N. Ganesan, Ph.D. , All rights reserved.
  • 40. The Need for Conversion • Analog-to-Digital Conversation – Connection of a computer to an analog communication line • Digital-to-Digital Interface – Connection of a computer to a digital ISDN line – Connection of different networks using a router
  • 42. Digital-to-Digital Interface Comp. Sys. 1 Digital IEEE 802.3 DSL Router DSL Router Digital Internet Comp. Sys. 2 Digital IEEE 802.3
  • 43. Digital to Digital Interface Network 2 Router Network 1
  • 44. Digital to Digital Interface • In general, in digital to digital interface, protocol conversion takes place – Example: Connecting an Ethernet network to a campus backbone network using a router
  • 46. Module Overview of Digitization of Information © N. Ganesan, Ph.D. , All rights reserved.
  • 47. Digitization of Information • Information need to be digitized for computer processing and the transmission of information
  • 48. Components of Information • Alphanumeric data • Image • Audio • Video
  • 50. The Advantages of Digitization • Information can be processed by the computer • Easy transmission of information over the Internet and other computer networks • Minimize loss of quality during transmission
  • 52. Module Digitization Of Alphanumeric Data © N. Ganesan, Ph.D. , All rights reserved.
  • 53. The Basis • Alphanumeric data is digitized using well established coding systems
  • 54. Codes Used in the Digitization Of Data • Coding Standards – ASCII – EBCDIC – Unicode • ASCII Code example – A=1000001
  • 55. The Unicode • Replaced the ASCII coding system in microcomputers • All variations of the Latin language – English – European languages • Chinese and Japanese • 18 Major languages – Eg: Tamil
  • 56. Unicode Possibilities • It is a 16-bit code as opposed to the ASCII code that is basically an 8-bit code • It is therefore possible to have 65,536 variations in UNICODE
  • 57. Communication With ASCII And EBCDIC • Latin languages can be transmitted in coded form • Other languages – Bit-mapped image transmission – Requires considerably more bandwidth – An exception is the use of true-type fonts to display the characters of a language not supported by ASCII
  • 58. Communication With Unicode • Binary encoded transmission – Latin languages – 18 major languages – Chinese, Japanese etc. • Transmission itself requires less bandwidth • Universal usability of software in all the supported languages
  • 59. Unicode Advantage in WWW Transmissions Tamil pages are transmitted in their binary encoded form. Tamil Web Site Site created using all the tools such as the MS-IIS. Client Internet Explorer Browser retrieving Tamil pages on a client supporting Unicode.
  • 60. Transmission of Tamil Pages as Images on WWW Binary image transmission of Tamil pages. Tamil Web Site Web pages scanned and stored as images. Client Internet Explorer Browser retrieving Tamil pages similar to images.
  • 61. Using Downloaded Fonts to Host and Transmit Tamil Pages Bandwidth requirements are low. Tamil Web Site Binary encoded form. Site created with tools such as MS-IIS. Download and install the Tamil fonts. Client Internet Explorer retrieving Tamil pages.
  • 62. Foreign Language Web Page Options • Store the page as an image • Use a font for the language, if available • Use Unicode to develop the web page
  • 63. UNICODE Usage • Currently all the computers support UNICODE • Also, the operating systems and the applications also support UNICODE • Both hardware and software support is necessary for the successful implementation of UNICODE
  • 65. Module Digitization Of Audio © N. Ganesan, Ph.D. , All rights reserved.
  • 66. Digitization Of Audio: Overview • Take samples of audio at predetermined time intervals known as the sampling rate • Represent the sampled audio with digital signals – Pulse Amplitude Modulation (PAM) • Encode signals into binary code – Pulse Code Modulation (PCM) that incorporates PAM as well – Required for computer processing
  • 67. Digitization of Audio: Pulse Amplitude Modulation (PAM) Audio 9 8 7 6 Sampling Interval 7 9 Digital Signals must further be encoded into binary signals for computer processing and transmission.
  • 68. Digitization and Encoding of Audio: Pulse Code Modulation (PCM) • PCM is a two step process • First the audio is sampled and represented by digital signals • The digital signals are then encoded in binary form
  • 69. Binary Encoding of Signals in Pulse Code Modulation (PCM) PCM 9 8 7 6 5 6 1001 1000 0111 0110 0101 0110 The integer numbers have effectively been coded into zeros and ones. The ones and zeros now contain the audio information encoded in a form that could be processed by a computer.
  • 70. Salient Points on the Digitization Of Audio • Sampling rate and the number of bits used for representing the samples will determine the quality of the audio • Quality is retained in transmission because only codes are transmitted • Audio can be recreated to the original quality by extracting the pattern from the digital code
  • 71. Sampling Factors • Sampling interval determined by sampling frequency – Measured in Hz • Sampling depth – Measured in bits • Sampling channels – Mono or stereo, for example
  • 72. Sampling Example • CD quality audio – 44 KHz – 16 Bits – Stereo
  • 74. Module Audio Quality, Bandwidth and Streaming © N. Ganesan, Ph.D. , All rights reserved.
  • 75. Factors Affecting Quality 9 8 7 6 Sampling Interval 7 9 Number of bits used for binary encoding. Example: 4 bits allow 16 amplitude variations to be represented.
  • 76. Effect of Sampling Frequency • Higher sampling frequency – Smaller sampling intervals – Frequent sampling – Better quality because the audio pattern is captured better – Higher bandwidth required for transmission – Higher disk space required for storage
  • 77. Computation of Bandwidth Requirement for Transmission • Problem: – Compute the audio streaming rate for a voice grade circuit given that the number of bits used in the sampling is 8 • Background information – A voice grade circuit has a bandwidth of approximately 4000 Hz • General rule – For acceptable quality, the audio must be sampled at twice the frequency of the voice grade bandwidth
  • 78. Reason for Sampling at Twice the Frequency • Two peaks in each cycle – Half of a cycle is above the datum line – The other half of the cycle is below the datum line • Therefore, sample the audio at twice the frequency rate
  • 79. CD Sampling? • Sampling in this case is done for higher quality – 44 KHz – 16-bits – Stereo
  • 80. Problem Representation 79 68 57 46 57 79 8 bits are used enabling 256 amplitudes to represent the human voice which is considered to be adequate. 1/8000 Seconds (8000 HZ twice the frequency of the voice grade circuit) or 2X4000 samples per second
  • 81. Bandwidth Computation for Voice • Number of samples – 8000 per second • Number of bits per sample –8 • Bandwidth requirement – 8X8000 bps = 64,000 bps – Approximately 64K bps • 64K bps is the speed of a single ISDN (B) channel designed to carry voice
  • 82. Bandwidth of Voice Circuits • Generally speaking, the bandwidth requirement for uncompressed voice circuit is 64 Kbps • An example is the ISDN – B channel that was originally intended to carry voice – Its bandwidth is 64 K bps
  • 83. Examples in Audio Quality and Bandwidth Requirement • CD quality – 44,100 Hz, 16 bit, Stereo – 1376K bps • Radio quality – 22,050 Hz, 8 bit, mono – 176K bps • Telephone quality – 11,025 Hz, 8bit, mono – 88K bps
  • 84. Recording Quality and Bandwidth Requirement Demonstration
  • 85. Recording Used in this Example • Settings for recording – 11K Hz, 8 bit and mono • Audio bandwidth requirement is 88K bps • Streaming is required to send the audio alone over the Internet • Approximate bandwidth required for both video and audio is 133K bps
  • 86. Audio Transmission In WWW Audio streaming requires compression. Web Site 28-56K bps Client Real-time audio broadcast support using streaming server module. Receive audio using Internet Explorer and a plug-in to receive the audio stream.
  • 87. Delivery of Instruction Over the WWW Audio/Video streaming. Web Site 28-56K bps Client Store streamed audio/ video using Windows Media. Receive audio/video using Internet Explorer and Media Player.
  • 88. Streaming Classroom Lectures on CD • Bandwidth requirement as computed earlier is
  • 89. Internet Ramp Bandwidth Computation A T1 line operating at approximately 1.354M bps can support approximately 10 connections in theory. WWW In practice, 7 connections which is 70 percent of 10 connections can be supported with due consideration given to bandwidth bottlenecks.
  • 90. Types of Multimedia Transmission • Unicasting • Multicasting • Broadcasting
  • 91. Sampling Considerations In Communications Digital audio transmission Sender Receiver Adjust quality (sampling interval and bit representation) to suit bandwidth availability.
  • 92. Audio Files • Audio can be stored in different formats – Uncompressed or raw file format (wav) – Compressed format – Streaming format • Streamed audio is also compressed • It is also designed for real-time delivery of audio
  • 93. Audio File Format • wav file format – Basic file format in audio storage or raw file • rm file format – Real audio’s streamed file format – Streamed file • wma file format – Microsoft’s audio streamed file format – Streamed file • mp3 file format – Compressed file • aac file format –
  • 95. Module Quality Retention in Digital Transmission © N. Ganesan, Ph.D. , All rights reserved.
  • 96. Quality Retention • Quality is retained in digital transmission because only the codes are transmitted • Quality is subject to some deterioration in analog transmission because the wave pattern is transmitted
  • 97. Analog Audio Transmission Audio Prior to Transmission Audio with Interference Transmission Audio After Filtering
  • 98. Passage of Analog Audio Over Analog Lines Analog Audio Analog Audio Telephone Telephone Analog Signals Analog Signals
  • 99. Recreation of Audio from Analog Signals • A difficult task • Complex algorithms are used to filter noise etc. for better audio transmission
  • 100. Signal Passage in Digital Audio Transmission Encode Audio Recreate Decode Audio Transmit
  • 101. A Sample Digital Audio Transmission Path Analog Audio Analog Audio Sound Card Sound Card Digital Audio DSL Modem Digital Network Digital Audio DSL Modem
  • 102. Sound Generation • Sound is recreated at destination – Using FM synthesis – Using wave table generation • Noise is not an issue in digital communication although it is an issue in digital transmission – The reason, once again, is due to the fact that only codes are transmitted in digital transmission
  • 103. Better Sound Generation • Wave table generation provides better sound reproduction that FM synthesis
  • 104. Digital Advantage in Audio Transmission • Only codes are transmitted • Original encoding is recreated • Original audio is reproduced • Again, sampling rate and number of bits used in each sample will determine the quality of audio transmitted
  • 105. Digitized Signal Transmission Over Analog Lines Encode Sampled Signals Audio Recreate Decode Audio Transmit
  • 106. Sample Digital Audio Transmission Path Over Analog Lines Analog Audio Analog Audio Sound Card Sound Card Digital Audio Modem Analog PSN Digital Audio Modem
  • 107. Audio Transmission In WWW Audio stream over analog/digital line. Web Site Client Real-time audio Receive audio using broadcast support Internet Explorer using Windows Media streaming server module. and Windows Media Player.
  • 108. Analog to Digital Converter • A to D and D to A converter • The chip that is responsible for this conversion is known as the DSP (Digital Signal Processor) chip • It is used in sound cards, modems etc. wherever there is a need for A to D and D to A conversion • The mass use of this chip in various devices has led to a drastic drop in the price of the chip and the devices
  • 109. Digital Signal Processor (DSP) DSP Digital Analog
  • 111. Module Digitization Of Image © N. Ganesan, Ph.D. , All rights reserved.
  • 112. Image Digitization • Image can be of the form black and white, gray scales, color • Factors that influence the digitization of image are as follows – Resolution measured in pixels – Color depth expressed in number of color variations
  • 114. Digitization of the Letter L Number of bits determine the amount of information that could be stored.
  • 115. Digitization Of Image: The Process • Divide the image into a grid of pixels that may be considered as the sampling points of the image • Digitize information on each pixel • Store and transmit
  • 116. Resolution • Horizontal resolution – Number of horizontal pixels • Vertical resolution – Number of vertical pixels • Image resolution – Horizontal by vertical resolution – Ex: 640 by 480
  • 117. Digitization of Black and White Image • White – A pixel lit represents a 1 • Black – A pixel not lit represents a 0 • Storage required per pixel – 1 bit • Storage required for 640 by 480 resolution image – 640 times 480 bits = 307,200 bits = 38.4K Bytes
  • 118. Digitization of Image Using Gray Scales • A pixel may take a value between 0 and 15 for 16 gray scales • A gray scale of 3 can be coded as 0011 and the others similarly using this 4 digit code • The bandwidth requirement for the transmission of a 640X480 image in this case is as follows: – 640X480X4 = 153.5K Bytes
  • 119. Digitization of Color Image • Image coding – Each pixel may take a value between 0 and 255 if 256 colors are to be represented • Storage requirement – Digitizing of images requires substantial number of bytes and hence large storage space for processing • Bandwidth requirement – Higher bandwidths are required to transmit color images
  • 120. Bandwidth Computation for Image with 256 Colors • Resolution is 640X480 • 8 bits are required to represent 256 colors • bandwidth requirement for the transmission of one image is as follows: – 640X480X8 = 307.2K Bytes
  • 121. The Effect of Color Depth and Resolution • Compare VGA, SVGA and XGA – XGA provides the highest resolution • Practical implication – More colors less resolution if bandwidth or storage is the limiting concern – Example • 256 colors at lower resolution • 16 colors at higher resolution • Rule – Higher the resolution the lower the number of colors available in general given the resource constraints such as bandwidth constraints
  • 122. Factors Affecting Bandwidth Requirement in Image Transmission • The higher the resolution, the higher the bandwidth requirement for transmission • The higher the color representation, also known as color depth, higher the bandwidth requirement • For true color, 24 (32) bits are required to represent each pixel • The file sizes in raw image capture can thus become very large
  • 124. Module Compression of Digitized Images © N. Ganesan, Ph.D. , All rights reserved.
  • 125. Compression of Digitized Images • Compression is required to reduce the size of the image file • Large blocks of unchanged data in an image (background) offers an opportunity to compress the image • Image files are almost always compressed
  • 126. A Few Compression Formats • GIF • JPEG • MIC (Microsoft Image Composer) • PCD (KODAK) - Used by Corel • Uncompressed file exist in the form of bit mapped file with the extension of .BMP
  • 127. Image File Format Extensions • File formats often represent the compression procedure being used such as jpg representing the jpeg compression technique • Examples: – – – – – – Bmp – uncompressed file format Gif jpg pcd tiff pcx
  • 128. Loss-less Compression and Others • Some compression formats offer lossfree compression of the image • Others sacrifice minimal loss for the sake of reduced storage and bandwidth requirements • Fortunately, the loss is not easily detected by the naked eye
  • 129. Image Transmission Considerations Adjust image to suit available bandwidth. Sender Receiver Adjustable features are as follows. - Resolution - Color depth Adjusting the size also reduces the bandwidth requirement because of a corresponding reduction in the number of pixels required to represent the image.
  • 130. A Peek At Data Compression • 0 0 0 0 0 0 0 0 0 0 0 - - - - - -0 1 1 1 1 1 11 …... 0 • THE ABOVE CAN BE COMPRESSED INTO = #9000$0# – 9000 bits are compressed into 8 characters #600$1# that require approximately 64 bits 600 for NUMBER COUNT transmission INTERPRET WITHIN THE # SIGN 1 – 9000 ZEROS ARE CODED INTO #900$0# CHARACTER BEING TRANSMITTED
  • 131. Compression Result • In the previous example, 9000 bits are compressed into 8 characters • If 10 bits are used on the average for transmitting each character, the 9000 bits of information is now compressed into 80 bits for transmission
  • 132. Modem Implication in Image Transmission • Modems also compress the data stream to achieve higher transmission speeds • Because of the fact that the images are already compressed, the full speed benefit may not be realized when images are transmitted over a modem connection • An already compressed image file does not, for instance, offer itself well to further compression in the modem
  • 134. Module Digitization Of Video © N. Ganesan, Ph.D. , All rights reserved.
  • 135. Digitization of Video • Digitization of video is an extension of the process of digitizing an image • It amounts to the transmission of certain number of still images known as frames per second • Obviously, digitized video requires higher bandwidth for transmission and more space for storage
  • 136. Frame Rate • 30 frames of images per second, in general, defines continuos motion • In communications, 25 frames per second is considered to be continuous motion • 15 frames per second is currently used in video conferencing over digital lines for acceptable reception of video • It is also possible to engage in video conferencing at a frame rate of 5 frames per second
  • 137. Computation of Bandwidth for Raw Transmission of Video • Image resolution is 640X480 • Number of colors is 256 (8 bit) • Acceptable reception requires 15 frames per second • Therefore, the bandwidth for the raw transmission is as follows: – 640X480X8X15 = 36.86M bps = 4.6M Bps
  • 138. Compression Standards Used in the Digitization of Video • • • • • • • MPEG 1, MPEG 2, MPEG 3 and MPEG 4 Windows Media Video Real Media Indio QuickTime ActiveMovie AVI
  • 139. Streaming Formats for Video • Various streaming formats are supported by different vendors – RealVideo • Microsoft’s streaming format – wma (Windows Media Audio) – wmv (Windows Media Video) – Active Streaming Format (ASF) • Apple’s QuickTime format • Etc.
  • 140. Overview of Video Transmission in Video Conferencing • Minimum speed – 3 to 5 frames per second • Acceptable speed – 15 frames per second • Transmission techniques – Data is compressed – Only changes to the frame are transmitted
  • 141. Bandwidth Optimization in Video Conferencing • Minimize Windows for maximum efficiency – Transmit less number of pixels in minimized form • Decrease the resolution – Has the same effect as above • Decrease the number of colors displayed
  • 142. Communication Links for Video Conferencing • Possible on analog lines using 56,000 bps transmission speed but not desirable • Digital lines are preferred and the guidelines are as follows: – Possible at 128k bps using ISDN lines – Acceptable at 384k bps – 1M bps and above offer good quality video transmission
  • 143. ISDN Line Suitability • ISDN B channels can be assigned on a dynamic basis depending on the bandwidth requirement at any point in time during video conferencing
  • 144. Video Conferencing Products • Intel ProShare • CU-See Me • Picturetel • C-phone • etc.