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Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg October 31, 2019 Lecture #18

Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

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Page 1: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Bandwidth Wired and Wireless Technology

Visual Imaging in the Electronic AgeProf. Donald P. Greenberg

October 31, 2019Lecture #18

Page 2: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Networks Origin and History

Page 3: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

History Of The Internet ARPA Team

Page 4: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Internet - History & Growth Chronology

1973 - Vinton Cerf & Robert Kahn - designed Internet architecture based on TCP/IP

1979 - Configuration Control Board - contracted parts of infrastructure

1980 - U.S. Department of Defense - adopted TCP/IP, MILNET designed to withstand atomic attack - becomes ARPANET

Early 1980’s - ARPANET becomes known as Internetresearchers enticed to use CSNet (paid by NSF)

Page 5: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Internet Protocols• Communication Protocols (TCP/IP) – used to link computers and other

communicating devices together

• Computer Languages (HTML) – used to encode the format of web pages

• Communication Protocols (HTTP) – used to retrieve web pages from elsewhere on the network

• Protocols of the World Wide Web (www)

• Graphically oriented Web browsers (Mosaic)

All of this is FREE!

Page 6: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Internet - History & Growth Chronology cont’d1983 - TCP/IP - becomes standard

1990 - ARPANET - decommissioned and replaced by NSFNet backbone NSF -expands network to other research communities

1993 - NSF -no longer provides funding for NSFNet backboneNAP’s (network access points) established in four cities

Page 7: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Circa 1993

Page 8: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

North American City to City Connections

http://chrisharrison.net/projects/InternetMap/, September 2010

Page 9: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Internet - History & Growth Chronology cont’d1993 - Mosaic - Introduced by University of Illinois (Marc Andreesen)

1994 - NSF -links four national supercomputer centers at 155 Mbs(bandwidth to approach 2.5 Gbs) contracts MCI to link other sites

Internet - opens to commercial usage

1994 - Netscape - formed by Jim Clark

Page 10: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Level 3 Map 2012

Page 11: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Uncle Sam, Ma Bell And Her Babies: A Timeline

1982 AT & T and the Department of Justice signed consent decree.

• AT & T divests its 22 local Telco’s

• AT & T can enter previously restricted arenas

• Baby Bell’s prohibited from manufacturing equipment and offering long distance services. They cannot provide content

Page 12: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Uncle Sam, Ma Bell And Her Babies: A Timeline

1984 The AT & T divestiture takes effect.

1987 The F.C.C. scraps rules that limit phone company profits.

1988 Judge Greene agrees to let the Bells offer voice mail and E-mail services, and transmit electronic publishing for others, but not provide content.

Page 13: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Con’t: Uncle Sam, Ma Bell And Her Babies: A Timeline

1989 A seven-year ban on AT & T’s entry into electronic publishing is allowed to lapse.

1991 Judge Greene removes the information services restriction from the Bells, but leaves in place the rules against manufacturing and long-distance service.

1993 A Federal court in Virginia lifts for Bell Atlantic the video programming ban contained in the Cable Television Act of 1984.

Page 14: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Con’t: Uncle Sam, Ma Bell And Her Babies: A Timeline

1994 The House overwhelmingly approves legislation's that would let the Bells make equipment and enter the cable and long-distance business in return for accepting competition in their local telephone markets.• A comparable Senate bill collapses - too much competition for the cable and long-distance companies.

1995 The Senate passes a bill to overhaul communications regulation. • The House passes a communications bill that is similar to the Senate

version.1996 New Telecommunication bill passed February 1, 1996

Page 15: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Wired vs. WirelessThe Physics of Sound & Light

Page 16: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Wired Technology

Page 17: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Sound (air) 1100 ft/second

335 meters/second

Light (vacuum) 186,000 miles/second

300 x 106 meters/second

Light (fiber) 200 x 106 meters/second

Electricity (copper)225 x 106 meters/second

Physics 101 Speed (velocity) Of Sound & Light

Presenter
Presentation Notes
Page 18: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Physics 101• Relationship between distance, velocity and time

• Distance = velocity x time

• d = distance

• v = velocity

• t = time

vd td/t, vvt,d ===

Presenter
Presentation Notes
Page 19: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Physics 101

• Relationship between velocity, wavelength and frequency

• Velocity (v) = frequency (f) x wavelength ( λ)

fvvffλv === λ

λ , ,

Cycleor

wavelength

amplitude

time

Presenter
Presentation Notes
Page 20: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Metersftftcycles

ft

Metersftcycles

ft

01.0301

33011

sec/33000sec/1100

ondcycles/sec 33000 Frequency

1.13

11sec/300

sec/1100ondcycles/sec 300 Frequency

ond1100ft/sec air in sound ofVelocity

3300

300

≈===

=

===

==

λ

λ

Physics 101

Page 21: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Lightning

Page 22: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Light vs Sound

• Human ear•Hears between 300-33,000 cycles/sec.

• Human eye•Sees at wavelengths between 400nm-700nm (blue to red)

Page 23: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Comparison Between Wavelengths Of Sound And Light

Short Wavelengths

Sound 0.01 M

Light 400nm

Ratio xs 000,570,1107001.1

9 =×= −

λλxs 000,25

1040001.0

9 =×= −

λλ

Long Wavelengths

1.1 M

700nm

Page 24: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Speed of light = 300 x 106 meters/second

Speed of sound = 335 meters/second

Ratio of frequencies

Bandwidth Of Light & Sound For A Single Channel

s

ss λ

vf, λvf ==

λλ

λ

λ s

s

s

ss vv

v

v

ff

×==

66

10400,2200025335

10300×=×

×= ,

soundof Bandwidthlight of Bandwidth

For a single channel (one bit/cycle)

Presenter
Presentation Notes
Page 25: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Switches & Routers

Page 26: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Telephone Switches

Page 27: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Telephone Switched Networks

Page 28: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Routers

• Routers enable data communication between computers on any network or the Internet

• They “route” data packets to their destination and operate on level three of the seven layer internet protocols

• Complex distribution routers (dynamic routers) can evaluate the best data paths based on distance, congestion, etc. They can also integrate security firewalls or services like IP voice or video

Page 29: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Transmission BandwidthThe carrying capacity of the system measured in units per second (e.g. Kbs, KBs, Mbs, MBs, Gbs, GBs)

LatencyThe pause time with zero movement of information(e.g. time to get started, initialize system, find data, etc.)

Network Bandwidth & Latency

Page 30: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

CPU Bandwidth & LatencyProcessing BandwidthComputational capacity measured in instructions per second (e.g., MIPS, FLOPs, GIPs)

Memory LatencyTime to seek and retrieve data from memory so that processing functions can be executed

Multi-level caches reduce the latency

Page 31: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Path From Stanford to MIT

Page 32: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

• The distance from Stanford to Boston is 4320 km

• The speed of light in a vacuum is 300 x 106 meters/sec.

• The speed of light in fiber is roughly 66% of the speed of light in vacuum

• The speed of light in fiber is 200 x 106 meters/sec.

• The one-way delay to Boston is 4320 km/200 x 106 meters/sec. = 21.6 milliseconds

• The round-trip time to Boston and back is 43.2 milliseconds

• The current ping time (1996) from Stanford to Boston over the Internet is about 85 milliseconds.

Ping Time From Stanford To MIT 1996

Presenter
Presentation Notes
Page 33: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Hop Min Avg Max Name1 3/3 0.003 0.003 0.004 jenkins-gateway.stanford.edu2 3/3 0.003 0.006 0.013 core-gateway.stanford.edu3 3/3 0.004 0.004 0.004 sunet-gateway.stanford.edu4 3/3 0.003 0.003 0.004 su-pr1.bbnplanet.net5 3/3 0.004 0.004 0.005 paloalto-br1.bbnplanet.net6 3/3 0.006 0.006 0.007 oakland-br1.bbnplanet.net7 3/3 0.036 0.036 0.037 denver-br1.bbnplanet.net 8 3/3 0.036 0.160 0.406 denver-br2.bbnplanet.net9 3/3 0.056 0.058 0.059 chicago1-br1.bbnplanet.net

10 3/3 0.056 0.058 0.059 chicago1-br2.bbnplanet.net11 3/3 0.076 0.077 0.078 boston1-br1.bbnplanet.net12 3/3 0.076 0.076 0.076 boston1-br2.bbnplanet.net13 3/3 0.077 0.077 0.078 cambridge1-br2.bbnplanet.net14 3/3 0.080 0.081 0.083 cambridge1-cr1.bbnplanet.net15 3/3 0.080 0.145 0.212 cambridge2-cr2.bbnplanet.net16 3/3 0.079 0.081 0.084 ihtfp.mit.edu17 3/3 0.083 0.096 0.104 b24-rtr-fddi.mit.edu18 3/3 0.082 0.082 0.084 radole.lcs.mit.edu19 3/3 0.082 0.085 0.089 mintaka.lcs.mit.edu

Name: Stuart Cheshire Modem: no modem (Quadra 700 built-in Ethernet)ISP: BBN (Bolt, Beranek and Newman)

Presenter
Presentation Notes
Page 34: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Cornell to Stanford, 11/4/2016

Page 35: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Traceroute Demo Traceroute is a command which can show you the path a packet of information takes from your computer to one you specify. It will list all the routers it passes through until it reaches its destination, or fails to and is discarded. In addition to this, it will tell you how long each 'hop' from router to router takes.

In Windows, select Start > Programs > Accessories > Command Prompt. This will give you a window.

Enter the word tracert, followed by a space, then the domain name. (example: tracertstanford.edu)

Page 36: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Wireless Coding Technologies

Page 37: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Multiple Channels

Page 38: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

First Generation (Analog)

Early 1980’s - 2000

AMPS (Advanced Mobile Phone System)

FDMA (Frequency Division Multiple Access)

Scientific American Oct. 2000

Page 39: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

First Generation FDMA

Scientific American Oct. 2000

Page 40: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Scientific American Oct. 2000

First Generation FDMA

Page 41: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Second Generation (Digital) TDMA

Early 1990’s - 2000

TDMA (Time Division Multiple Access)

Original GSM (Global System for Mobile Communication)

Page 42: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Second Generation (Digital) TDMA

Scientific American Oct. 2000

Page 43: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Second Generation (Digital)Early 1990’s - 2000

TDMA (Time Division Multiple Access)

Original GSM (Global System for Mobile Communication)

CDMA (Code Division Multiple Access)

PCS (Personal Communications Service)

Page 44: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Third Generation CDMA

Scientific American Oct. 2000

Page 45: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

The Negroponte Switch

1990’s → Voice communication sent through wiresVideo programs sent through air

2010 → Voice communication sent through airVideo programs sent through cable

Gilder Report

Page 46: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Fourth Generation W-CDMA• 4G mobile technology is approximately 10x 3G

• Defined goals includes enhanced security measures, and smoother transition of data when a device moves across areas covered by different networks.

• Also includes IP telephony, ultra-broadband internet access, gaming services, and Internet TV, at least 100Mbs when client is moving at high speeds, 1 Gbs when client is stationary.

Page 47: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

W-CDMA Analogy

Page 48: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

5 G Systems LTE

• Two competing systems, WiMax (Clearview and Sprint Nextel) and Long Term Evolution (LTE) backed by Verizon, AT&T, and Qualcomm

• Target peak data rates– 100 Mbits/second for high mobility– 1 Gbit/second for low mobility

Page 49: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Fifth Generation Networks (5G) • 5G is still relatively new and has been implemented in

only a few countries

• First substantial deployments were in April 2019 in South Korea.

• Currently six companies sell 5G systems (Huawei, Samsung, ZTE, Nokia, Datang Telecom, and Ericsson

2018-2030

Page 50: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Sixth Generation Networks (6G) 2030

Page 51: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Supply vs. Demand

• The wireless bandwidth (supply) is increasing at exponential growth rates.

• The Internet demand for bandwidth is also increasing at exponential growth rates.

• Which exponent is greater?

Page 52: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Everywhere

Page 53: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Anyone

Mark Alpert, George Musser. “The Wireless Web: Special Report/Introduction,” Scientific American, October 2000, v. 283, issue 4, p. 38..

Page 54: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

To Anywhere

Page 55: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Global Consumer Internet Traffic

Page 56: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Global Consumer Internet Traffic

Page 57: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Data explosion vs. bandwidth

• Which will grow faster?

• The problem is that bandwidth is limited!

Page 58: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Mapping the Frequency Spectrum

Page 59: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Samsung QLED 8K Display 2019

32 MegaPixels

Page 60: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Volumetric Medical Data

Page 61: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Static Information

• HDTV– 1920 x 1080 x 3 bytes ≈ 6 Megabytes/Image

• Cell Phone photography – 12 Megapixels x 3 bytes per pixel = 36 Megabytes

• Series of MRI slices - volume image e.g. digital human

– 1024 x 1024 x 1 byte x 200 slices = 200 Megabytes

Page 62: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Dynamic Information

• Voice: 44,000 bits/second

• HDTV: 1920 x 1080 x 3 bytes x 120fps =

712 Mbytes/sec.

• Dynamic volume Image

e.g. Beating heart

512 x 512 x 200 slices x 30fps = 1.57 Gbytes/second

Page 63: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Cardiac MRI

Page 64: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Current Trends

• Everybody’s cell phone (Phone/Camera are combined)

• Selfie’s

• Internet of Things

• Children (Adults) playing games

• Migration from Cable TV to Internet TV

Page 65: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Current Trends

• Everybody’s cell phone (Phone/Camera are combined)

• Selfie’s

• Internet of Things

• Children (Adults) playing games

• Migration from Cable TV to Internet TV

• Students looking at emails or playing games while grandpa is lecturing!

Page 66: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Future Trends

• Volumetric Data

• Light Fields

• VR/AR & Entertainment

• Cloud Storage

• Autonomous Driving Vehicles

Page 67: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Local Wireless Technologies

Page 68: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Bluetooth

• More than just cable replacement

• Scans the area for other Bluetooth devices

• Can perform background operations

(e.g., identification, security, checking e-mail, stock prices, etc.)

Page 69: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

BluetoothInitial Specifications

Originally conformed to standards 802.11a & 802.11b. A 10-meter radio signal (through walls)bandwidth of close to megabit/second

Cost to manufacture was estimated at $5/chip with mass production in 2008. Now it is much, much cheaper.

Later versions have longer distances (20+ meters) and higher bandwidth

Page 70: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Table page 26, IEEE Spectrum, Sept. 2003

Page 71: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

Happy Halloween!!!

Page 72: Bandwidth Wired and Wireless Technology · 2019-10-31 · Bandwidth Wired and Wireless Technology Visual Imaging in the Electronic Age Prof. Donald P. Greenberg. October 31, 2019

End