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A Short History of A Short History of Radio Radio and Signal Processing and Signal Processing in Modern Radios in Modern Radios fred harris fred harris 29-May 2007
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A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

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Page 1: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

A Short History of RadioA Short History of Radioand Signal Processing in and Signal Processing in

Modern RadiosModern Radios

A Short History of RadioA Short History of Radioand Signal Processing in and Signal Processing in

Modern RadiosModern Radiosfred harrisfred harris

29-May 2007

Page 2: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Pulse Train

Page 3: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

What The Customer Wants

Page 4: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

What the Customer Will Pay

MORE MORE MORE MORE

MORE MORE MORE MORE MORE

MORE

MORE

MORE MORE MORE MORE

MORE

MO RE MO RE MO RE

MORE MORE

MORE MORE MORE MORE

MORE MORE MORE MORE

MORE MORE

MORE

MORE

MORE

MORE

MORE

MORE

MORE

MORE

MORE

MORE

RR E

MORE

MORE

MORE

Page 5: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

When the Customer wants it.

MORE MORE MORE MORE

MORE MORE MORE MORE MORE

MORE

MORE

MORE MORE MORE MORE

MORE

MO RE MO RE MO RE

MORE MORE

MORE MORE MORE MORE

MORE MORE MORE MORE

MORE MORE

MORE

MORE

MORE

MORE

MORE

MORE

MORE

MORE

MORE

MORE

RR E

MORE

MORE

MORE

Page 6: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The Size Customer Wants.

Page 7: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.
Page 8: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Early Communication at a Distance†

776 BC Homing pigeons used to send message – the winner of the Olympic Games to the Athenians.200-100 BC Relay stations use fire messages to relay messages-

station to station.

37 AD Heliographs - mirrors send messages to Roman Emperor Tiberius.

1793 AD Claude Chappe invents the first long-distance optical semaphore telegraph line. 

(†Communicating Faster Than A Person Can Run)

Page 9: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Very Early Communications at a Distance: Free Space Acoustic and Optical

Channels

Drums, Whistles,Cannon Fire

Semaphore, Ship Flags, Heliograph, Signal (Aldis) Lamp

Claude Chappe 1793 Optical Telegraph

Smoke Signals, Beacon Fires

Page 10: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Signal Fires: Early Warning of Approaching

Enemy

Page 11: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Carrier Pigeons in WW-1

Page 12: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

A Time Line

GSM,CDMA, SDR

digital signal processing, DR

audio broadcast

Marconi's experiments

Hertz's experiments

Maxwell equations

1870 1880 1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 2020 2030

Shannon, television

transistor

CDMA-2000, WLAN, CR

Mrs. Harris’s First Born

Page 13: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Telecommunications!Applying Maxwell Equations to communication Systems

Maxwell's equations (1873)

magnetic field

electric field

electric displacement

magnetic flux density

current density

volume charge density

rot H J D

rot E B

div D

div B 0

H

E

D

B

J

.

.

James Clerk Maxwell, 1831 – 1879

Page 14: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Milestones in Electromagnetic Communications

H.C. Orsted, 1777-1841 “Electrici and Magneticam” 1820

Fraday, 1791-1867, Induction 1831

J.C. Maxwell, 1831-1879, “Treatise on Electricity and Magnetism”, 1873

H.L. Helmholtz, 1821-1894 Predicted E-M Waves

Heinrich Hertz, 1857-1894 Radio Propagation 1887

G. Marconi, Radio 1895

Valdemar Poulsen, Continuous Radio Waves 1905

Lee de Forest, Audion 1907

Edward Armstrong, Super-regenerative, Superheterodyne 1917 Frequency Modulation, 1934

Page 15: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Disruptive Technology

The electric telegraph arrived in the early 19th

century and redefined communications at a distance. It required the confluence of three ingredients: the science of electromagnetism, the ability to generate or store electricity the Industrial Revolution to build the required infrastructure

Page 16: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Communication at a Distance with

Electricity and Magnetism

1831 Joseph Henry invents the first electric telegraph.

1843 Samuel Morse invents the first long distance electric telegraph line.

1858 Cyrus Field’s Company Lays the Transatlantic Cable.

1876 Alexander Graham Bell patents the electric telephone.

1889 Almon Strowger patents the direct dial telephone automatic telephone exchange.

Brunel’s Great Eastern

Page 17: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

We Need Some Source Coding Here

A

A

B

B

C

C

D

D

7

7

8

8

9

9

36 Lines

Samuel Thomas von Sömmering’s (1808-10)"Space Multiplexed" Electrochemical Telegraph

Page 18: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Cooke and Wheatstone Telegraph

A

1 0

9

8

7

6

3

2

4

5

B

E

H

M

R

I

F

N

S

K

G

O

T

V

L

D

P

Y

W

B

2 out of 5 Coding (5*4 = 20 )

Page 19: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The Cooke and Wheatstone first commercial electrical telegraphentered use on the Great Western Railway on April 9, 1839.

It ran for 13 miles from Paddington Station to West Drayton On January 1, 1845 John Tawell was apprehended following the use of a needle telegraph message from Slough to Paddington.

This is thought to be the first use of the telegraph to apprehend a murderer.

The message was: A murder has just been committed at Salt Hill and the suspected Murderer was seen to take a first class ticket to London by the train that left Slough at 7:42 pm. He is in the garb of a Kwaker with a brown great coat on which reaches his feet. He is in the last compartment of the second first-class carriage

Page 20: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Single Needle and Variable Length Code

Cooke-Wheatstone Single Needle Telegraph (c 1850)

Page 21: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

THE TELEPHONE1876 - Alexander Graham Bell invents the Telephone. He offers the patent to Western Union for $100,000.

The President of the Telegraph Company, appointed a committee to investigate the offer. The often quoted report reads in part:

The Telephone purports to transmit the speaking voice over telegraph wires. We found that the voice is very weak and indistinct, and grows even weaker when long wires are used between the transmitter and receiver.

Technically, we do not see that this device will be ever capable of sending recognizable speech over a distance of several miles.

Bell wants to install a “telephone device" in every city. The idea is idiotic on the face of it.

“We do not recommend its purchase."

Page 22: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Early Telephone Instruments

Ericsson "Eiffel Tower" Telephone, 1885

 11 digit Potbelly Dial CandlestickStrowger 1905

Dial CandlestickAutomatic Electric 1921

Footnote: Western Electric 1877, 5 Phones Engineers were 1894, 250,000 Phones wrong! Very Wrong! 1906, 7,500,000 Phones

Page 23: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Communication at a Distance by Electromagnetic Radiation (Radio or Wireless)

1894 Guglielmo Marconi improves wireless telegraphy.

1902 Guglielmo Marconi transmits radio signals across the Atlantic Ocean.

1914 First cross continental telephone call made.

1916 First radios with tuners different stations.

1930 First television broadcasts in the United States.

Page 24: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The Players• Wireless• Radio• Analog Radio• Digital Radio• DSP Radio• Software Defined

Radio• Cognitive Radio

Page 25: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

It all Started with…..

Heinrich Rudolph Hertz,1847-1894

Page 26: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Shocking!

1. Induction Coil Produces High Voltage

2. Spark Produces Electromagnetic Waves3. Electromagnetic waves induce voltage in

resonator, producing small spark in spark gap.

Page 27: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Guglielmo Marconi, 1874-1937

December 12 1901 Spark Gap Transmitter

Page 28: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Early Radios Were Mechanical(Many Moving Parts)

SPARK TRANSMITTERS

Page 29: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Spark Gap Wireless Transmitter

(Damped Oscillations)

Page 30: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Sparks came in all sizes

Page 31: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Marine Spark Transmitter

Radio Operators aboard Ship Were

Called

SparkyBecause they Operated the

Spark Transmitter

Page 32: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Marconi Tower Radio

2 KW 500 cycle quenching transmitter

Mobile Communications: Communicate to a moving Train

150 ft Antenna stretched across 3-railway cars

(187.4 kilocycles, 1600 Meters)

Page 33: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The Eiffel TowerThe Eiffel Tower was built for an industrial exposition (1889) and the centenary of the French Revolution.

It created amazement and outrage. The previous world champion, America's Washington Monument was half the tower's height. The tower held the world’stitle for the world’s tallest structure till 1930, when it was surpassed by the Chrysler Building.

Eiffel tried to find practical applications for his tower. He wanted the tower to work, to pay its way. He could find no practical application for the tower!Parisians spoke seriously of tearing the tower down.

Then Eiffel discovered the 20th century's killer app for towers, Marconi's radio! The tower started broadcasting signals in 1904 and by 1908, the French military had installed a radio espionage nest, where they could eavesdrop on German and Austro-Hungarian stations.

Due to Marconi’s invention, the tower's future was secure.

Page 34: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Valdemar Poulsen, 1869-1942

Continuous (Undamped) Carrier

Arc Generator

Page 35: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Poulsen Arc Transmitter

Page 36: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Lee De Forest, 1877-1961

Patent No. 879532

Put those sparks to rest!

Page 37: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The path to the Triode Thermonic Valve,Thomas Edison, John Fleming, Lee de Forest

Page 38: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Edwin Armstrong, 1890-19541912 regenerative receiver

Page 39: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Regenerative Receiver

A little Feedback Goes a Long Way

Page 40: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Tuned RF Radio

Page 41: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Early Mobile Communications

It may not be safe todrive while using your mobile phone!

Page 42: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Edwin Armstrong’s Super Heterodyne

Receiver

DETAM PAM P AM P

AM P

ANT

IF IFRF

From Disclosure: June 3, 1918

Page 43: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Replacing the Vacuum Tube

     

Shockley, Brattain and BardeenSolid State Amplifier

1947

Page 44: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Integrated Circuits

                        

                

Robert Noyce, Intel

Jack Kilby, TI

1958

Noyce Founded IntelTed Hoff worked for Noyce

Kilby Awarded Nobel Prize in 2000

Page 45: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

20102000199019801970196019501947

1,000

10,000

100,000

1,000,000

10,000,000

100,000,000

1,000,000,000

10,000,000,000

8080 4,500

8088 29,000

286 134,000

386 275,000

486 1.2 MillionPentium 3.1 Million

Pentium IICeleron 7.5 Million

Pentium 4

Itanium

Xeon 42 Million

Itanium 2

Itanium2

8008 3,500

4004 First processor

2,000

7.5 Million

5.5 MillionPentium Pro

42 Million

25 Million

220 Million

592 Million

1977Apple II

1947TransistorInvented

1965Gordon MooreStates his famousaxiom, later calledMoore’s law

1958Jack Kilby (TI) &Robert Noyce (intel) InventIntegrated Circuit

1983 Motorola FirstMobile Phone

1991 Kodak FirstDigital Camera

1996 DVDPlayers

1999 Blackberry

More, More, MooreCritics have predicted the imminentdemise of Moore’s law ever sinceGordon Moore stated it in 1965.Electrical Engineers continue todefy physical challenges, squeezing ever morecircuitry into less spaceand making informationfly ever moreswiftly.

Page 46: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

We all own a Billion Transistors

NEXT-GENERATION VIRTEX FAMILY FROM XILINX TO TOP ONE BILLION TRANSISTOR MARK

Eiffel Tower Contains 18,084 PartsIt is Fastened together by 2.5 Million Rivets

The 1 billion transistor processor: who will be first?Semiconductor International, March 2003

Future Microprocessors - How to use a Billion TransistorsSeptember 1997 issue of IEEE Computer

The World grows more transistors than it grows grains of rice!

Page 47: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Harry Nyquist,(1889-1960)

fS>BW

The Sampling Theorem

Page 48: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Analog-to-Digital Converter

Page 49: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Digital-to-Analog Converter

Page 50: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Start of the Modern eraADC and DSP Insertion

Page 51: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Sample The Intermediate Frequency

Stage

Page 52: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Perform Timing and Carrier Synchronization in DSP Land

Page 53: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The Modern Era

Software Radio (SR): An ideal SR directly samples the antenna output.

Joe Mitola, 2000

Digital Radio (DR): The baseband signal processing is invariably implemented on a DSP.

Software Defined Radio (SDR): An SDR is a realizable version of an SR: Signals are sampled after a suitable band selection filter.

tran

smit

rece

ive radio frontend

radiofrequency

RF

basebandprocessing

to u

ser

from

use

r

analog-to -digitalconversion

A/D

dataprocessing

control(param etrization)

Page 54: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Everything is in Place

Page 55: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

A Simple Communication System

MODULATORINFORMATION SOURCE

INFORMATION DESTINATIONDEMODULATORCHANNEL

BANDLIMITED

AWGN

fx

AmplitudeDistribution

SpectralDistribution

Page 56: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

All Channels are Waveform Channels

Repeaters are not!

ATTN

ATTN

ATTN

ATTN

ATTN

ATTN

AMP AMPAMP

s(t)+N1

s (t)1 s (t)2 s (t)K

s(t) +N2+N1 s(t) +NK+N +N +...1 2

N1(t)

N1(t)

NK(t)

NK(t)

N2(t)

N2(t)

s(t)

s(t)

ANALOG REPEATER CHANNEL

DIGITAL REPEATER CHANNEL

^ ^ ^

Page 57: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Why Digital Communications?

But Let Your Communications Be

Yea, Yea: Nay, Nay:For What So Ever is

More Than These Cometh of Evil.

Sermon on the Mount, Matthew, Ch. 5, verse. 37

Page 58: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Probability of Error

10-0

10-3

10-1

10-4

10-6

10-2

10-5

10-7

-6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14

0.8 1.0 1.5 2.0 3 .0 4.0 5.0 6.0

10 log ( )=10 log ( )10 10Eb

Eb

Eb

N0

N0

N0 /2

1

1

d/2

d/2

d/22

2

2

[ ]

SNR(dB)

=

SNR=9.6 dB

P(e)=10-5

Slope at 10-5

1 Decade/dBERFC( )

Prob

abilit

y of E

rror,

AWG

N

4.27

9.6

d

P(e)

ConditionalDensity Functions

Page 59: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Bottom Line

5100

10

10 10

: ( ) 10 : Analog

: 10 ( ) 10100

10 ( ) 10 10 (100) 30

Given P

SNRThen Log dB

Log SNR dB Log dB

5100

51

71

: ( ) 10 :

: 100 ( ) 10

( ) 10 12

Given P Digital

Then P

P SNR dB

5100100 Repeaters, ( ) 10P

Page 60: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Modulator and Demodulator

MODULATOR CHANNEL DEMODULATORBITS RF RF BITS

DATATRANSFORMS

WAVEFORMTRANSFORMS

SPECTRALTRANSFORMS

BITS

M-ARYALPHABET

BASEBANDWAVEFORM

RADIOFREQUENCYWAVEFORM

DIGITAL ANALOG

MODULATOR

DATATRANSFORMS

WAVEFORMTRANSFORMS

SPECTRALTRANSFORMS

BITS M-ARYALPHABET

BASEBANDWAVEFORM

RADIOFREQUENCYWAVEFORM

DIGITALANALOG

DEMODULATOR

Page 61: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Claude Shannon

'The world has only 10 kinds of people.

Those who get binary, and those who don't.'

Noise Does not Limit Fidelity.

Information is measurable.

Distortion is Controllable.

Page 62: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Shannon’s Digital ModelDISCRETE CHANNEL DIGITAL

MODULATOR

DIGITALDEMODULATOR

BITS

M-ARYALPHABET

M-ARYALPHABET

DATATRANSFORMS

WAVEFORMTRANSFORMS

SPECTRALTRANSFORMS

SPECTRALTRANSFORMS

WAVEFORMTRANSFORMS

DATATRANSFORMS

BASEBANDWAVEFORM

RF

CHAN

NEL

RF

BASEBANDWAVEFORM

BITS

Page 63: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Shannon’s Model

BITS

BITS

BANDWIDTH REDUCING

BANDWIDTHPRESERVING

BANDWIDTHEXPANDING

CHAN

NEL

SOURCEENCODING

CHANNELENCODING

CHANNELDECODING

SOURCEDECODING

ENCRYPTION

DECRYPTION

It’s all Bits! Bits in, Bits out!

Page 64: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Shannon’s Legacy• Communication System Resources

BandwidthSignal to Noise RatioComputational Complexity

• A Communication System needs a Computer in Modulator and

Demodulator!• We have a Computer on Board!

• We can use it to do some Heavy Lifting

Page 65: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The Four Pillars of Modern Communications

BA

ND

WID

TH

SIG

NA

L to

NO

ISE

DA

TA

TR

AN

SFO

RM

S

SIG

NA

L TR

AN

SFO

RM

S

MODERNCOMMUNICATIONS

Page 66: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The Modulator Digital to Analog Interface Moves Towards the RF

BASEBAND

BASEBAND

BASEBAND

RF

RF

RF

M-ARY

M-ARY

M-ARY

TUNER

TUNER

TUNER

ANALOG

ANALOG

ANALOG

DIGITAL

DIGITAL

DIGITAL

SIGNALCONDITIONER

SIGNALCONDITIONER

SIGNALCONDITIONER

Page 67: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

The Demodulator Analog to Digital Interface Moves Towards the RF

BASEBAND

BASEBAND

BASEBAND

RF

RF

RF

M-ARY

M-ARY

M-ARY

ANALOG

ANALOG

ANALOG

DIGITAL

DIGITAL

DIGITAL

TUNER

TUNER

TUNER

SIGNALCONDITIONER

SIGNALCONDITIONER

SIGNALCONDITIONER

Page 68: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

First Generation DSP Receiver

LOW-PASS FILTER

LOOPFILTER

LOOPFILTER

I-F FILTER

IMAGEREJ ECT FILTER

MATCHED FILTER

FIRST LO

SAMPLER DATADETECTOR

PHASEDETECTOR

CARRIER VCO

TIMING VCO

LNA

TUNING

GAIN

Page 69: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Second Generation DSP Receiver

LOW-PASS FILTER

LOOPFILTER

LOOPFILTER

I-F FILTER

IMAGEREJ ECT FILTER

MATCHED FILTER

FIRST LO

SAMPLER

DATADETECTOR

PHASEDETECTOR

CARRIER VCO

TIMING VCO

LNA

TUNING

GAIN

LOW-PASS FILTER

LOOPFILTER

LOOPFILTER

I-F FILTER

IMAGEREJ ECT FILTER

MATCHED FILTER

FIRST LO

SAMPLER DATADETECTOR

PHASEDETECTOR

CARRIER VCO

TIMING VCO

LNA

TUNING

GAIN

Page 70: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Third Generation DSP Receiver

LOW-PASS FILTER

LOOPFILTER

LOOPFILTER

I-F FILTER

IMAGEREJ ECT FILTER

MATCHED FILTER

FIRST LO

SAMPLER

DATADETECTOR

PHASEDETECTOR

CARRIER VCO

TIMING VCO

LNA

TUNING

GAIN

LOW-PASS FILTER

LOOPFILTER

LOOPFILTER

I-F FILTER

IMAGEREJ ECT FILTER

MATCHED FILTER

FIRST LO

SAMPLER

DATADETECTOR

PHASEDETECTOR

SECOND LO

SAMPLING CLOCK

CARRIER DDS

TIMING DDS

LNA

TUNING

GAIN

INTERPOLATOR

Page 71: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

SECOND GENERATION DSP CENTRIC MODEL

SAMPLED DATA CHANNEL DIGITAL MODULATOR

DSP MODULATOR

DSP DEMODULATOR

DIGITALDEMODULATOR

BITS

M-ARYALPHABET

M-ARYALPHABET

DATATRANSFORMS

WAVEFORMTRANSFORMS

SPECTRALTRANSFORMS

SPECTRALTRANSFORMS

WAVEFORMTRANSFORMS

DATATRANSFORMS

BASEBANDWAVEFORM

RF

CHAN

NEL

RF

BASEBANDWAVEFORM

BITS

ANALOGSIGNALS

DIGITALSIGNALS

DATASIGNALS

Page 72: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

THIRD GENERATION DSP CENTRIC MODEL

ANALOG CHANNEL DIGITAL MODULATOR

DSP MODULATOR

DSP DEMODULATOR

DIGITALDEMODULATOR

BITS

M-ARYALPHABET

M-ARYALPHABET

DATATRANSFORMS

WAVEFORMTRANSFORMS

SPECTRALTRANSFORMS

SPECTRALTRANSFORMS

WAVEFORMTRANSFORMS

DATATRANSFORMS

BASEBANDWAVEFORM

RF

CHAN

NEL

RF

BASEBANDWAVEFORM

BITS

ANALOGSIGNALS

DIGITALSIGNALS

DATASIGNALS

Page 73: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Mapping an Analog prototype to its Digital

Counterpart

ANALOG SIGNALPROCESSING

DIGITAL SIGNALPROCESSING

ANALOG TO DIGITALCONVERTER

DIGITAL TO ANALOGCONVERTER

ANALOGBLOCKS

DIGITALBLOCKS

x(t)

x(t)

x(n)

x(n)

x(t)

y(t)

y(t)

y(n)

y(n)

y(t)

PROTOTYPE ANALOG PROCESS

EQUIVALENT DIGITAL PROCESS

Page 74: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Good Advice!

• Don’t Copy Analog Legacy Prototype to DSP Domain.

• Legacy Designs include Compromises Appropriate for their Time.

• Return to First Principles!• Start with a fresh slate using current

resources and perspectives.

Page 75: A Short History of Radio and Signal Processing in Modern Radios fred harris 29-May 2007.

Signal Processing in Transmitter-I

Base Band Sigma-Delta ADC VCELPC Speech Source Coding Spectral Shaping Fixed Interpolation Arbitrary Interpolation I-Q Balance DC Canceling Digital Up-Conversion Sin(x)/(x) Predistortion IF Sigma-Delta DAC Direct Sequence Spreading Automatic Gain Control