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Modulation Evan Everett and Michael Wu ELEC 433 - Spring 2013

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Evan Everett and Michael WuELEC 433 - Spring 2013 Questions from Lab 1? Modulation

• Goal: overlay data onto carrier signal (sinusoid)

• Sinusoids have two very accessible parameters

•Modulate amplitude and phase

x(t) = A sin(ωt + φ)

DataModulation

Carrier

10100 Modulation

• Goal: overlay data onto carrier signal (sinusoid)

• Sinusoids have two very accessible parameters

•Modulate amplitude and phase

DataModulation

10100

Why not? 1) Interference avoidance2) High freq → small antennas Signal Representation: Phasor

• Polar : Amplitude & Phase

• Rectangular : “In-phase” (I) & “Quadrature” (Q)

Phase

Amplitude

0

π/2

π

-π/2

I Re[x]

QIm[x]

x(t) = A sin(ωt + φ) x(t) = I cos(ωt) + Q sin(ωt)

I = A sin(φ) Q = A cos(φ) Signal Representation

• Rectangular (I,Q) form suggests a practical implementation

cos(ωt)

sin(ωt)

I

Q

90˚

I cos(ωt) + Q sin(ωt)

I Re[x]

QIm[x]

•Modulation = mapping data bits to (I,Q) values

10100 Digital Modulation

•Maps bits to complex values (I/Q) (focus of the Lab 3)

• Complex modulated values are called “symbols”

• Set of symbols is called “constellation” or “alphabet”

• # of symbols in constellation is “modulation order”, M

•M-order constellation can encode ______ bits per symbol Digital Modulation

•Maps bits to complex values (I/Q) (focus of the Lab 2)

• Complex modulated values are called “symbols”

• Set of symbols is called “constellation” or “alphabet”

• # of symbols in constellation is “modulation order”, M

•M-order constellation can encode log2(M) bits per symbol Phase Shift Keying (PSK)

• Encodes information only in phase

• Constant power envelope

• Pros: no need to recover amplitude, no need for linear amplifier

• Con: wastes amplitude dimension

BPSK (M =2) QPSK (M =4) 8-PSK (M =8) • Encodes information in both amplitude and phase

• (I,Q) grid

∈√

M ×√

M

4-QAM 16-QAM 64-QAM

802.11b 802.11g/n 802.11ac

16-QAM 64-QAM 256-QAM

• Common in wideband systems: Bit-to-Symbol Mapping• Confusing with neighbor is most likely error

• Best to minimize bit-difference between neighbors

• Gray Coding

• Neighboring symbols differ by only one bit

• Extra performance at zero cost (this is rare!)









Natural-codedQPSK

Gray-codedQPSK • By increasing modulation order, M, we get:

•More data in same bandwidth :)

• Lower noise tolerance (i.e. higher error probability) :(

• Therefore, SNR dictates feasible constellation size QPSK: 2 bits/symbol

I

Q QPSK: 2 bits/symbol

I

Q 16-QAM: 4 bits/symbol

I

Q 64-QAM: 6 bits/symbol

I

Q 1E-09

1E-08

1E-07

1E-06

1E-05

1E-04

1E-03

1E-02

1E-01

1E+00

0 2 4 6 8 10 12 14 16 18

BER

BPSKQPSK8-PSK16-QAM64-QAM

Eb/N0 (dB)

Bit error rate (BER) vs. SNR per bit (Eb/N0)