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Receiver
Communication channel
Transmitter
Abstract View of Data Transmission
Communication Channel Properties:
-- Bandwidth
-- Transmission and Propagation Delay
-- Jitter
-- Loss/Error rates
-- Buffering
(a) Analog transmission: all details must be reproduced accurately
Sent
Sent
Received
Received
• e.g digital telephone, CD Audio
(b) Digital transmission: only discrete levels need to be reproduced
• e.g. AM, FM, TV transmission
Analog vs. Digital Transmission
Attenuated & distorted signal +
noise
EqualizerRecovered signal
+residual noise
Repeater
Amp.
An Analog Repeater
f0 W
A(f)
(a) Lowpass and idealized lowpass channel
(b) Maximum pulse transmission rate is 2W pulses/second (Nyquist rate)
0 W
f
A(f)1
Channel
tt
Characteristics of an Idealized Channel
signal noise signal + noise
signal noise signal + noise
HighSNR
LowSNR
SNR = Average Signal Power
Average Noise Power
SNR (dB) = 10 log10 SNR
t t t
t t t
Impact of Noise on Communication
Channel
t t
Aincos 2ft Aoutcos (2ft + (f))
Aout
AinA(f) =
Channel Characterization -Frequency Domain
- 1 . 5
- 1
- 0 . 5
0
0 . 5
1
1 . 5
0
0.125 0.2
5
0.375 0.5
0.625 0.7
5
0.875
1
- 1 . 5
- 1
- 0 . 5
0
0 . 5
1
1 . 5
0
0.125 0.2
5
0.375 0.5
0.625 0.7
5
0.875
1
- 1 . 5
- 1
- 0 . 5
0
0 . 5
1
1 . 5
0
0.125 0.2
5
0.375 0.5
0.625 0.7
5
0.875
1
( b ) 2 H a r m o n i c s
( c ) 4 H a r m o n i c s
( a ) 1 H a r m o n i c
Output of Low-pass Communication Channel
-0.4
-0.2
0
0.2
0.4
0.6
0.8
1
1.2
-7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7t
s(t) = sin(2Wt)/ 2Wt
T T T T T T T T T T T T T T
Signaling a Pulse with Zero Inter-symbol Interference
+A
-A0 T 2T 3T 4T 5T
1 1 1 10 0
Transmitter Filter
Comm. Channel
Receiver Filter
Receiverr(t)
Received signal
t
Digital Baseband Signal and Baseband Tx. System
-2
-1
0
1
2
-2 -1 0 1 2 3 4
-1
0
1
-2 -1 0 1 2 3 4
(a) 3 separate pulses for sequence 110
(b) Combined signal for sequence 110
t
tT T T T TT
T T T T TT
1.00E-121.00E-111.00E-101.00E-091.00E-081.00E-071.00E-061.00E-051.00E-041.00E-031.00E-021.00E-011.00E+00
0 2 4 6 8 /2
Signal levels -- Error Probability
/2 = A/(M-1)
Channel Capacity = W log (1 +SNR)
1 0 1 0 1 1 0 01UnipolarNRZ
NRZ-Inverted(DifferentialEncoding)
BipolarEncoding
ManchesterEncoding
DifferentialManchesterEncoding
Polar NRZ
Coding Methods -Properties• Unipolar NRZ - power = A^2/2• Polar NRZ - power = A^2/4• Bipolar encoding reduces the low-frequency spectrum
– Timing Recovery is also easier, used in telephones• NRZ Inverted -- A transition means 1, no transition is 0
– Errors occur in pairs• Ethernet uses Manchester encoding
– A transition from + to - is 1, - to + is 0 (in the middle)– Twice the pulse rate of binary coding
• Differential Manchester encoding -used in Token rings– Every pulse has a transition in the middle– A transition at the beginning is 0, no transition is 1
-0.2
0
0.2
0.4
0.6
0.8
1
1.2
0
0.2
0.4
0.6
0.8 1
1.2
1.4
1.6
1.8 2
fT
pow
er d
ensi
ty
NRZ
Bipolar
Manchester
Information
1 1 1 10 0
+1
-10 T 2T 3T 4T 5T 6T
AmplitudeShift
Keying
+1
-1
FrequencyShift
Keying
+1
-1
PhaseShift
Keying
(a)
(b)
(c)
0 T 2T 3T 4T 5T 6T
0 T 2T 3T 4T 5T 6T
t
t
t
Amplitude, Frequency and Phase Modulation
1 1 1 10 0(a) Information
(d) 2Yi(t) cos(2fct)
+2A
-2A
+A
-A
(c) Modulated Signal Yi(t)
0 T 2T 3T 4T 5T 6T
+A
-A
(b) Baseband Signal Xi(t)
0 2T 3T 6T
0 T 2T 3T 4T 5T 6T
T 4T 5T
t
t
t
(a) Modulate cos(2fct) by multiplying it by Ak for (k-1)T < t <kT:
Ak x
cos(2fct)
Yi(t) = Ak cos(2fct)
(b) Demodulate (recover) Ak by multiplying by 2cos(2fct) and lowpass filtering:
x
2cos(2fct)2Ak cos2(2fct) = Ak {1 + cos(2fct)}
LowpassFilter withcutoff W Hz
Xi(t)Yi(t) = Akcos(2fct)
Modulator and Demodulator
Akx
cos(2fc t)
Yi(t) = Ak cos(2fc t)
Bkx
sin(2fc t)
Yq(t) = Bk sin(2fc t)
+ Y(t)
Modulate cos(2fct) and sin (2fct) by multiplying them by Ak and Bk respectively for (k-1)T < t <kT:
QAM Modulator
Y(t) x
2cos(2fc t)2cos2(2fct)+2Bk cos(2fct)sin(2fct) = Ak {1 + cos(4fct)}+Bk {0 + sin(4fct)}
LowpassFilter withcutoff W/2 Hz
Ak
x
2sin(2fc t)2Bk sin2(2fct)+2Ak cos(2fct)sin(2fct) = Bk {1 - cos(4fct)}+Ak {0 + sin(4fct)}
LowpassFilter withcutoff W/2 Hz
Bk
QAM Demodulator
Ak
Bk
16 “levels”/ pulse4 bits / pulse4W bits per second
Ak
Bk
4 “levels”/ pulse2 bits / pulse2W bits per second
2-D signal2-D signal
Signal Constellations
Ak
Bk
4 “levels”/ pulse2 bits / pulse2W bits per second
Ak
Bk
16 “levels”/ pulse4 bits / pulse4W bits per second
Other Signal Constellations
102 104 106 108 1010 1012 1014 1016 1018 1020 1022 1024
Frequency (Hz)
Wavelength (meters)
106 104 102 10 10-2 10-4 10-6 10-8 10-10 10-12 10-14
pow
er &
tele
phon
e
broa
dcas
tra
dio
mic
row
ave
radi
o
infr
ared
ligh
t
visi
ble
ligh
t
ultr
avio
let l
ight
x ra
ys
gam
ma
rays
Electromagnetic Spectrum
Att
enua
tion
(dB
/mi)
f (kHz)
19 gauge
22 gauge
24 gauge
26 gauge
6
12
3
9
15
18
21
24
27
30
1 10 100 1000
Figure 3.37
Twisted Pair - Attentuation vs. Frequency
35
30
10
25
20
5
15Att
enua
tion
(dB
/km
)
0.01 0.1 1.0 10 100 f (MHz)
2.6/9.5 mm
1.2/4.4 mm
0.7/2.9 mm
Coaxial Cable Attentuation vs. Frequency
Head
end
Upstream fiber
Downstream fiber
Fibernode
Coaxialdistribution
plant
Fibernode
BidirectionalSplit-BandAmplifier
Fiber Fiber
Hybrid Fiber-Coaxial System
Downstream
54 MH
z
500 MH
zUpstream
Downstream
5 MH
z
42 MH
z
54 MH
z
500 MH
z
550 MH
z
750 MH
z
(a)Currentallocation
(b) Proposedhybridfiber-coaxialallocation
Proposed downstream
(a) Multimode fiber: multiple rays follow different paths
(b) Single mode: only direct path propagates in fiber
direct path
reflected path