Top Banner
Digital communications - week 1 1
64

Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Mar 17, 2021

Download

Documents

dariahiddleston
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 1

Page 2: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 2

Note: T=pulse duration, Tb=bit time, Ts=symbol time=k*Tb

___________________________________ t| new signal sent | new signal sent | new signal sent |0 Ts 2Ts 3Ts

A new signal alternative is sent every Ts.Ts = the signaling (or symbol) time.

A signal alternative carries k information bits, and

The signaling (or symbol) rate = Rs = 1/Ts [symbols/s].

Page 3: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 3

Equally likely information bits is desired and common in practice.Why?

Page 4: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 4

M=2: “Antipodal signals are better then orthogonal signals”

Page 5: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 5

Page 6: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 6

4-ary PSK

Page 7: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 7

4-ary FSK (orthogonal)

Page 8: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 8

Page 9: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 9

16-ary QAM with Gray-coding

Page 10: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 1 10

Orthogonal Frequency-Division Multiplex (OFDM)

OFDM = the sum of N orthogonal QAM signals.

Example: N=600064-ary QAM in each QAM signal

Then an QFDM signal carries 36000 bits!

How can this be built?

An OFDM signal alternative?

Page 11: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 11

The bandwidth W of a signal is the width of the frequency interval where most of the signal energy (or power) is located.

________________________________________ f [Hz]| W |

Page 12: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 12

How large is the bandwidth W [Hz]for a given information bit rate Rb [bps]?

Page 13: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 13

Page 14: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 14

G(f+fc) is left shift.G(f-fc) is right shift.

Page 15: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 15

Page 16: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 16

Consequently, we need to find R(f) for a given M and a given set of M signal alternatives.

Page 17: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 17

Remember Appendix D!

Useful for: M=2 and equally likely antipodal signals!

Page 18: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 18

Page 19: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 19

Bandpass case.

Page 20: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 20

VERY USEFUL!

Page 21: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 21

Consequently, Table 2.1 can be used also in this M-ary PAM case!

Page 22: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 22

Consequently, Table 2.1 can also be used for:M-ary QAMM-ary PSKM-ary bandpass PAM

Page 23: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 23

Page 24: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 2 24

Consequently, the bandwidth efficiency is bad for large M!

Page 25: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 25

A practical implementation is therefore:

General bandpass:

Page 26: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 26

Page 27: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 27

Page 28: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 28

Common challenge in both Wireless and Wireline applications!

Remember the training bits in GSM!

Page 29: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 29

This will cause overlapping signals unless Tb is increased to 3 s!

Page 30: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 30

All frequencies are equally disturbed.

Page 31: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 31

Gaussian probabilitydistribution:

What is the probability that the output noise is above a critical level A (“bit-error”)?

Page 32: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 32

Very usefultables!

Page 33: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 33

Sent message (k bits): Decidedmessage:

Page 34: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 3 34

Page 35: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 35

ML receiver when M=2.

Page 36: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 36

Example:

zo(t)=0, z1(t) rectangular with amplitude A and T=Tb.

Rb=400 kbps, A^2/No= 70 dB

Pb=?

D^2=A^2/Rb

D^2/(2No)=(A^2/No)*(0.5/Rb)=12.5

Table 3.1 on Page 182: Pb=Q(3.536)=2.3*10^-4

FUNDAMENTAL RESULT!

Page 37: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 37

How much received energy per bit is required for a given Pb?

d2 measures energy efficiency: the larger the better.

Page 38: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 38

Page 39: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 39

Page 40: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 40

A “typical” problem formulation.

Consequences:

Note! The received signal power Pz decreases with communication distance.

Page 41: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 41

The union bound is an upper bound and it is especiallygood at “high” signal-to-noise ratios.In that case it is also easy to calculate!

Assume 4-PAM: Then 3 different distances exist.

So, the minimium Euclidean distance is important!

Page 42: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 42

Page 43: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 43

Example: M equal energy orthogonal signals (FSK, or PPM).

D^2=2E for all pairs.

Union bound = (M-1)Q( )++++++++++++++++++++++++++++

The coefficients in general:

Page 44: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 44

Page 45: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 45

Page 46: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 46

Page 47: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 47

Page 48: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 48

Page 49: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 49

Page 50: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 50

Page 51: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 4 51

Page 52: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 5 52

Page 53: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 5 53

Page 54: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 5 54

Page 55: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 5 55

How large is ISI?

Is it too large?

Can we make ISI=0?

Page 56: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 5 56

Page 57: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 5 57

Page 58: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 5 58

Page 59: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 5 59

Page 60: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 6 60

Page 61: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 6 61

Page 62: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 6 62

How can we get better Pb than binary antipodal signals?PAM, PSK, QAM, PWM, PPM, FSK?

Uncoded: memoryless, i.e. no dependency between sent signal alternatives.

Coding: In a clever way introduce memory (dependency, redundancy)between the sent signal alternatives!

The memory can be used by the receiver to significantly reduce Pb!

Page 63: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 6 63

Page 64: Digital communications - week 1 1 · 2010. 10. 8. · Digital communications - week 2 12 How large is the bandwidth W [Hz] for a given information bit rate Rb [bps]? Digital communications

Digital communications - week 6 64

Adaptive coding and modulation!