PHY II: The Wireless Channel and OFDM
Transcript of PHY II: The Wireless Channel and OFDM
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PHY II: The Wireless Channeland OFDM
COS 598a: Wireless Networking and Sensing Systems
Kyle Jamieson
[Parts adapted from P. Steenkiste, D. Tse]
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Context: Propagation modes• Multipath propagation– Most common form of propagation– Happens above ~ 30 MHz– Subject to many forms of degradation
• Ground-wave propagation– More or less follows the contour of the earth– For frequencies up to about 2 MHz, e.g. AM radio
• Sky wave propagation– Signal “bounces” off the ionosphere back to earth –can go
multiple hops– Used for amateur radio and international broadcasts
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• Besides line of sight, signal can reach receiver in three other “indirect” ways
• Reflection: signal is reflected from a large object
• Diffraction:signal is scattered by the edge of a large object –“bends”
• Scattering: signal is scattered by an object that is small relative to the wavelength.
Propagation mechanisms
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• Speed of EM signals depends on the density of the material– Vacuum: 3 x 108 m/sec– Denser: slower
• Density is captured by refractive index
• Explains “bending” of signals in some environments– e.g. sky wave propagation– e.g.propagation through walls
Refraction
Densermaterial
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• Transmitted signal: 𝑥 𝑡 = 𝑎(𝑡) ' cos(2𝜋𝑓.𝑡 +𝜑(𝑡))
• Path attenuationa, distanced, time of flight τ– Complex channel ℎ = 𝑎𝑒3456/8
• Received signal: 𝑦 𝑡 = ℎ ' 𝑥 𝑡 +𝑛(𝑡)– Relation: 6
8= 𝑓.𝜏
Sinusoidal carrier, line of sight only
5
ReceiverTransmitter a, d, τ
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• Channel is now ℎ = 𝑎<𝑒3456=/8 + 𝑎4𝑒3456>/8
• Suppose 𝑑4 −𝑑< = 𝜆/2and 𝑑< ≈ 𝑑4:– Then ℎ ≈ 0so receive approx. zero (destructive fading)
Sinusoidal carrier, reflecting path
6
ReceiverTransmitter a1,d1,τ1
a2,d2,τ2
At different λ, h ≠ 0: fading is selective in frequency
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• Interference between reflected and line-of-sight radio waves results in frequency dependent fading
Multipath causes frequency selectivity
-400 -200 0 200 400Frequency (kHz)
15
20
25
30
35
Rec
eive
d Po
wer
(dBm
)
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What does the channel look like in time?
8
ReceiverTransmitter a1,d1,τ1
a2,d2,τ2
Channel impulse response h(t)
tτ1
a1
a1
τ2
a2
Delay spread Td
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Problem: Inter-symbol interference (ISI)
9
• Transmitted signal• Received signal with ISI
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• Transmitted signal• Received signal with ISI
• ISI at one symbol depends onthe value of othersymbols
Problem: Inter-symbol interference (ISI)
10
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Solution: Slow down
11
• Transmitted signal• Received signal
No ISI
1
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Symbol time determinesfrequency bandwidth
12
t
Symbol timeT
2T
t f
W/2f
W
Slowing down by a factor of two halves the frequency bandwidth of the sender’s signal
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• Over what frequency range is the channel approximately the same? This is the coherence bandwidth𝑊. ≈
<4FG
A narrowband signal “fits into” the coherence bandwidth
-400 -200 0 200 400Frequency (kHz)
15
20
25
30
35
Rec
eive
d Po
wer
(dBm
)
Coherence bandwidth Wc
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Summary: Wideband versus narrowband
Time
Frequency
Time
Frequency
Frequencyselectivefading
distorts wide-band
signals
Multipath causes ISI
Narrowband
signals
Longer symbols
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Benefits of narrowband
Channel impulse response1 Channel (serial)
Channeltransfer function
Channels are “narrowband”
2 Channels Frequency
Frequency
8 ChannelsFrequency
FrequencyTime
Signal is “broadband”
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Channel model
TxRadio
Rx Radio
1. Transmits signal x:modulated carrier
at frequency f
5. Doppler effects distort signal
2. Signal is attenuated
3. Multi-path +mobility cause
fading
4. Noise isadded
6. ReceivesdistortedSignal y
x × h + n = y
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OFDM -Orthogonal Frequency Division Multiplexing
• Distribute bits over N subcarriers that use different frequencies in the band B– Multi-carrier modulation– Each signal uses ~B/N
bandwidth• Since each subcarrier only
encodes 1/N of the bit stream, each symbol takes N times longer in time
• Challenge is efficiently packing many subcarriers in a band -later
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Distributing bits over subcarriers
Channel impulse responseSingle Channel
2 Channels
8 Channels
Time
Resistance improves withnumber of channels
Channels are transmitted at different frequencies (sub-carriers)
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OFDM subcarriers are “Orthogonal”• Peaks of spectral density of each carrier coincide with the
zeros of the other carriers– Carriers can be packed very densely with minimal
interference– Requires very good control over frequencies
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Densely Packing OFDM Channels
Ch.1
Ch.2 Ch.3 Ch.4 Ch.5 Ch.6 Ch.7 Ch.8 Ch.9 Ch.10
Saving of bandwidth
Ch.3 Ch.5 Ch.7 Ch.9Ch.2 Ch.4 Ch.6 Ch.8 Ch.10
Ch.1
Conventional multicarrier techniques
Orthogonal multicarrier techniques
50% bandwidth saving
frequency
frequency
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Problem: Adjacent Symbol Interference
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Problem: Receiver synchronization
1 2 3
Receiver: 1 2 3
Receiver’s view of Symbol 1 contains actual Symbols 1 and 2
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Interference solution:Inter-symbol guard interval
Guard interval between adjacent symbols mitigates adjacent symbol interference
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Synchronization solution: Cyclic prefix
Receiver: Symbol OK!
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• OFDM with up to 48 subcarriers– Subcarrier spacing is 312.5 KHz– Subcarriers modulated: BPSK, QPSK, 16-QAM, or 64-QAM
• Uses a convolutional code at a rate of ½, 2/3, ¾ , or 5/6 to provide forward error correction
• Results in data rates of 6, 9, 12, 18, 24, 36, 48, and 54 MBps
• Cyclic prefix is 25% of a symbol time (16 vs 64)
Example: IEEE 802.11a, 802.11g
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OFDM Transmitter
Convolutional Encoder
Serial to
ParalleliFFT
ParallelTo
Serial
Cyclic Prefix DAC
....
....
....
fc
Modulation
(0) (3)
(4) (5)
(6)
…
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OFDM in 802.11
• Uses punctured code: add redundancy and then drop some bits to reach a certain level of redundancy