SourceSync : A Distributed Architecture for Sender Diversity
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Transcript of SourceSync : A Distributed Architecture for Sender Diversity
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SourceSync: A Distributed Architecture for Sender Diversity
Hariharan RahulHaitham Hassanieh
Dina Katabi
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Diversity is a fundamental property of wireless networks
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Receiver Diversity
Sender
Receivers
• Broadcast• Unlikely paths to all receivers are attenuated
at the same time
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Receiver Diversity Underlies Many Systems
• All Opportunistic Routing Protocols– ExOR, MORE, MIXIT, ROMER, SOAR, …
• WLAN Diversity– MRD, SOFT, Link-Alike, Vi-Fi, …
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Opportunistic Routing Exploits Receiver Diversity
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Any router can forward Loss Prob. (0.25)4 < 1%
src
R1
dst
R4
R2
R3
25% Loss
25% Loss
25% Loss25% Loss
Alice Bob
Best single path Loss Probability is 25%
0% Loss
0% Loss
0% Loss
0% Loss
Opportunistic Routing Exploits Receiver Diversity
Receiver Diversity Unlikely all routers see a loss
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Any AP can forward Uplink Loss Prob. (0.25)4 < 1%
AP1
AP4
AP2
AP3
25% Loss
25% Loss
25% Loss25% Loss
Client
Best Single AP Uplink Loss Probability is 25%
WLAN Diversity Exploits Receiver Diversity
Ethernet
Uplink
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Diversity is a fundamental property of wireless networks
Receiver Diversity
SenderDiversity
ExO
RM
ORE
MIX
ITRO
MER
SOAR
MRD
SOFT
Link
-Alik
eVi
-Fi
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Sender Diversity
• Transmit simultaneously• Unlikely paths from all senders are
attenuated at the same time
Senders
Receiver
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Diversity is a fundamental property of wireless networks
Receiver Diversity
SenderDiversity
ExO
RM
ORE
MIX
ITRO
MER
SOAR
MRD
SOFT
Link
-Alik
eVi
-Fi ?
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Is it because Sender Diversity has no benefits?
NoSender Diversity has analogous benefits to Receiver Diversity
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Sender Diversity Improves Opportunistic Routing
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0% Losssrc
R1
dst
R4
R2
R3
25% Loss
25% Loss
25% Loss25% Loss
Alice Bob
0% Loss
0% Loss
25% Loss
25% Loss
25% Loss
0% Loss25% Loss
Opportunistic Routing picks single router to forward
Sender Diversity Improves Opportunistic Routing
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0% Losssrc
R1
dst
R4
R2
R3
25% Loss
25% Loss
25% Loss25% Loss
Alice Bob
0% Loss
0% Loss
25% Loss
25% Loss
25% Loss
0% Loss25% Loss
Opportunistic Routing Loss to Bob is 25%
Sender Diversity Improves Opportunistic Routing
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Forward simultaneously Loss to Bob is (0.25)3 < 2%Sender Diversity Unlikely paths from all routers are attenuated
src
R1
dst
R4
R2
R3
25% Loss
25% Loss
25% Loss25% Loss
Alice Bob
0% Loss
0% Loss25% Loss
25% Loss
0% Loss25% Loss
Sender Diversity Improves Opportunistic Routing
Opportunistic Routing Loss to Bob is 25%
25% Loss
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AP1
AP4
AP2
AP3
25% Loss
25% Loss
25% Loss25% Loss
Client
WLAN Diversity Downlink Loss is 25%
Sender Diversity Improves WLANs
Ethernet
Forward simultaneously Downlink Loss (0.25)4 < 1%Sender Diversity Unlikely paths from all APs are attenuated
Downlink
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Is it because Sender Diversity has no benefits?
NoSender Diversity has analogous benefits to Receiver Diversity
What Has Prevented Us from Using Sender Diversity?
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ChallengeToday, simultaneous transmissions don’t strengthen each other
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R1
dst
R4
R2
R3
Bob
Sn Sn+1Sn Sn+1
ChallengeToday, simultaneous transmissions don’t strengthen each other
Different symbols from different transmitters interfere
Interference
Transmissions arrive out of syncNeed Distributed Symbol-Level Synchronization
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2𝜇𝑠
How Accurately Need We Synchronize?
• 802.11 Symbol Time is • Synchronization Error of
Maximum Possible SNR is = 2 dB
3.2𝜇𝑠
SymbolMisaligned Symbol
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1𝜇𝑠
How Accurately Need We Synchronize?
• 802.11 Symbol Time is • Synchronization Error of
Maximum Possible SNR is = 5 dB
3.2𝜇𝑠
SymbolMisaligned Symbol
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How Accurately Need We Synchronize?
• 802.11 Symbol Time is • For max. bitrate, 802.11 needs an SNR of 22dB
1𝜇𝑠3.2𝜇𝑠
SymbolMisaligned Symbol
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2 0𝑛𝑠
How Accurately Need We Synchronize?
• 802.11 Symbol Time is • For max. bitrate, 802.11 needs an SNR of 22dB
Maximum Synchronization Error is 20 ns
3.2𝜇𝑠
Need to Synchronize Symbols to within 20 ns
SymbolMisaligned Symbol
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SourceSync
• Provides distributed and accurate symbol-level synchronization (within 20 ns)
• Complements Opportunistic Routing by harnessing sender diversity gains
• Complements WLAN Diversity by reducing losses on the downlink
• Implemented in FPGA and evaluated in a wireless testbed
Talk is in the context of Opportunistic RoutingResults apply to both Opportunistic Routing and WLANs
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How Do We Synchronize Distributed Transmitters?
• Synchronize transmitters by reception
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src
R1
dst
R4
R2
R3
Alice Bob
How Do We Synchronize Distributed Transmitters?
Routers are triggered by reception from Alice
• Synchronize transmitters by reception
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src
R1
dst
R4
R2
R3
Alice Bob
How Do We Synchronize Distributed Transmitters?
Routers transmit jointly to Bob
• Synchronize transmitters by reception
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src
R1
dst
R4
R2
R3
Alice Bob
Paths have different delays Signals arrive out of sync
How Do We Synchronize Distributed Transmitters?
• Synchronize transmitters by reception
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src
R1
dst
R4
R2
R3
Alice Bob
• Routers measure path delays and compensate for delay differences
How Do We Synchronize Distributed Transmitters?
• Synchronize transmitters by reception
How do we measure path delays?
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• Propagation Delay• Packet Detection Delay• Hardware Turnaround Time from Rx Tx
src
R1
dst
R4
R2
R3
Alice Bob
Components of Path DelaysA new packet?
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Estimating Path Delays
• Propagation Delay
• Packet Detection Delay
• Hardware Turnaround Time from Rx Tx
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Sample Index
Corr
elati
onPacket Detection Delay
• Receivers detect packet using correlation• Random noise Do not detect packet on first sample• Different receivers different noise different detection delay
Peak
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Packet Detection Delay• Receivers detect packet using correlation• Random noise Do not detect packet on first sample• Different receivers different noise different detection delay
Sample Index
Corr
elati
on Peak
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Sample Index
Corr
elati
on• Receivers detect packet using correlation• Random noise Do not detect packet on first sample• Different receivers different noise different detection delay
Packet Detection Delay
Peak
Peak
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Packet Detection Delay
Routers estimate packet detection delay
Compensate for detection delay by syncing to first sample
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Estimating Packet Detection Delay OFDM transmits signal over multiple frequencies
0 1 .5 7 3 .1 4 4 .7 1 6 .2 8
-1
-0 .8
-0 .6
-0 .4
-0 .2
0
0 .2
0 .4
0 .6
0 .8
1
Time (secs)
f1
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Estimating Packet Detection Delay OFDM transmits signal over multiple frequencies
0 1 .5 7 3 .1 4 4 .7 1 6 .2 8
-1
-0 .8
-0 .6
-0 .4
-0 .2
0
0 .2
0 .4
0 .6
0 .8
1
Time (secs)f2f1First
Sample
Detect on first sample Same phase
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Estimating Packet Detection Delay OFDM transmits signal over multiple frequencies
0 1 .5 7 3 .1 4 4 .7 1 6 .2 8
-1
-0 .8
-0 .6
-0 .4
-0 .2
0
0 .2
0 .4
0 .6
0 .8
1
Time (secs)f2f1
T
Detect after TFrequencies rotate at different speeds
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Estimating Packet Detection Delay OFDM transmits signal over multiple frequencies
0 1 .5 7 3 .1 4 4 .7 1 6 .2 8
-1
-0 .8
-0 .6
-0 .4
-0 .2
0
0 .2
0 .4
0 .6
0 .8
1
Time (secs)f2f1
T
Detect after TDifferent frequencies exhibit different phases
Phase = 2πfT
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Phase
OFDM Frequency f
Estimating Packet Detection Delay
Slope is 2πT
• Each router estimates packet detection delay
• Estimate uses every symbol in packet Robust to noise
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Estimating Path Delays
• Propagation Delay
• Packet Detection Delay
• Hardware Turnaround Time from Rx Tx
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Hardware Turnaround Time
• Turnaround time is hardware dependent– Different hardware pipelines– Different radio frontends
• Each router locally calibrates its turnaround by counting the clock ticks
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Estimating Path Delays
• Propagation Delay
• Packet Detection Delay
• Hardware Turnaround Time from Rx Tx
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Measuring Propagation Delays
Use Probe-Response between node pairs
Probe
Response
RTT = 2 x Propagation Delay+ Turnaround time at B+ Packet Detection Delay at B+ Packet Detection Delay at A
A B
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src
R1
dst
R4
R2
R3
Alice Bob
Synchronizing Distributed Transmitters
Routers are triggered by reception from Alice
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src
R1
dst
R4
R2
R3
Alice Bob
Synchronizing Distributed Transmitters
Routers are triggered by reception from AliceRouters insert wait times to compensate for delay differences
Compensate by waiting
Compensate by waiting
Routers transmit after waiting
Compensate by waiting
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src
R1
dst
R4
R2
R3
Alice Bob
Synchronizing Distributed Transmitters
Routers are triggered by reception from AliceRouters insert wait times to compensate for delay differences
Routers transmit after waitingWhat about the MAC?
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src
R1
dstR2
R3
Alice
Bobdst
R4
srcR5
R6
David Charlie
Problem: Routers are forced to send upon reception even though the medium might be occupiedCan We Synchronize While Using Carrier Sense?
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SourceSync MAC
Instead of triggering by reception from the previous hop, we trigger by transmission from one of the joint senders.
All nodes in the network use CSMA.
One of the nodes wins the contention and begins transmitting, just like in CSMA.
Other nodes hear the transmission; join the transmission if they have the packet after inserting wait time.
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Synchronizing Multiple Transmitters
dst
R2
R1Lead Sender
Co-Sender
Sync Header Gap Data
Lead sender:– Transmits Synchronization Header– Waits for known fixed gap– Transmits data
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Synchronizing Multiple Transmitters
dst
R2
R1
Sync Header Gap Data
Co-Sender:– Listens to Synchronization Header– Turns around from receive to transmit– Waits to compensate for differences in path delays– Transmits data
Sync Header Wait DataH/W Turnaround
Lead Sender
Co-Sender
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Performance
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Implementation
Implemented in FPGA of WiGLAN radio• Carrier Frequency: 5.247 GHz• Bandwidth: 20 MHz
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Node Locations in our Testbed
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Can SourceSync Achieve Tight Synchronization?
• Randomly pick a pair of nodes to transmit simultaneously to a receiver
• Measure synchronization error• Repeat for different nodes
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Can SourceSync Achieve Tight Synchronization?
5 10 15 20 250
5
10
15
20
25
Average SNR (dB)
95th
Per
centi
le o
f Syn
-ch
roni
zatio
n Er
ror (
ns)
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Can SourceSync Achieve Tight Synchronization?
5 10 15 20 250
5
10
15
20
25
Average SNR (dB)
95th
Per
centi
le o
f Syn
-ch
roni
zatio
n Er
ror (
ns)
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Can SourceSync Achieve Tight Synchronization?
5 10 15 20 250
5
10
15
20
25
Average SNR (dB)
95th
Per
centi
le o
f Syn
-ch
roni
zatio
n Er
ror (
ns)
95th percentile< 20 ns at all SNRs
SourceSync achieves distributed synchronization within 20 ns
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Can SourceSync Achieve Sender Diversity Gains?
• Again, transmit simultaneously to a receiver• Check:– Two senders exhibit different channel SNRs– SourceSync is better than either sender
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Can SourceSync Achieve Diversity Gains?
-10 -8 -6 -4 -2 0 2 4 6 8 101011121314151617181920
OFDM Frequency (MHz)
Chan
nel S
NR
(dB)
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Can SourceSync Achieve Diversity Gains?
-10 -8 -6 -4 -2 0 2 4 6 8 101011121314151617181920
OFDM Frequency (MHz)
Sender 1
Attenuation AttenuationChan
nel S
NR
(dB)
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Can SourceSync Achieve Diversity Gains?
-10 -8 -6 -4 -2 0 2 4 6 8 101011121314151617181920
OFDM Frequency (MHz)
AttenuationChan
nel S
NR
(dB)
Sender 2
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Can SourceSync Achieve Diversity Gains?
-10 -8 -6 -4 -2 0 2 4 6 8 101011121314151617181920
OFDM Frequency (MHz)
Sender 1Sender 2
Chan
nel S
NR
(dB)
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Can SourceSync Achieve Diversity Gains?
-10 -8 -6 -4 -2 0 2 4 6 8 101011121314151617181920
OFDM Frequency (MHz)
Sender 1Sender 2
SourceSync
Chan
nel S
NR
(dB)
SourceSync Harnesses Sender Diversity
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Can SourceSync Improve WLAN Downlink Performance?
• Two APs and one client • We compare–Best Single AP– SourceSync
• Repeat for different nodes
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0 5 10 15 20 25 30 35 400
0.10.20.30.40.50.60.70.80.9
1
Throughput (Mbps)
Frac
tion
of C
lient
sCan SourceSync Improve WLAN Downlink
Performance?
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0 5 10 15 20 25 30 35 400
0.10.20.30.40.50.60.70.80.9
1
Throughput (Mbps)
Frac
tion
of C
lient
s
Single Best AP
Can SourceSync Improve WLAN Downlink Performance?
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0 5 10 15 20 25 30 35 400
0.10.20.30.40.50.60.70.80.9
1
Throughput (Mbps)
Frac
tion
of C
lient
s SourceSync
1.57x
Single Best AP
Can SourceSync Improve WLAN Downlink Performance?
SourceSync improves throughput over Single Best AP by 57%
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SourceSync With Opportunistic Routing
• We compare–Single Path Routing–ExOR–SourceSync+ExOR
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Throughput Gains of SourceSync
1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 60
0.10.20.30.40.50.60.70.80.9
1
Throughput (Mbps)
CDF
over
Top
olog
ies
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Throughput Gains of SourceSync
1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 60
0.10.20.30.40.50.60.70.80.9
1
Throughput (Mbps)
CDF
over
Top
olog
ies
Single Path
![Page 72: SourceSync : A Distributed Architecture for Sender Diversity](https://reader035.fdocuments.us/reader035/viewer/2022070421/56816336550346895dd3c396/html5/thumbnails/72.jpg)
Throughput Gains of SourceSync
1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 60
0.10.20.30.40.50.60.70.80.9
1
Throughput (Mbps)
CDF
over
Top
olog
ies
Single Path ExOR
![Page 73: SourceSync : A Distributed Architecture for Sender Diversity](https://reader035.fdocuments.us/reader035/viewer/2022070421/56816336550346895dd3c396/html5/thumbnails/73.jpg)
Throughput Gains of SourceSync
1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 60
0.10.20.30.40.50.60.70.80.9
1
Throughput (Mbps)
CDF
over
Top
olog
ies
1.45x
Single Path ExOR
SourceSync+ExOR
• Median gain over ExOR is 45%
![Page 74: SourceSync : A Distributed Architecture for Sender Diversity](https://reader035.fdocuments.us/reader035/viewer/2022070421/56816336550346895dd3c396/html5/thumbnails/74.jpg)
Throughput Gains of SourceSync
1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 60
0.10.20.30.40.50.60.70.80.9
1
Throughput (Mbps)
CDF
over
Top
olog
ies
2x
Single Path ExOR
• Median gain over ExOR is 45%• Median gain over Single Best Path is 2x
SourceSync+ExOR
![Page 75: SourceSync : A Distributed Architecture for Sender Diversity](https://reader035.fdocuments.us/reader035/viewer/2022070421/56816336550346895dd3c396/html5/thumbnails/75.jpg)
Conclusion
• Synchronizes distributed senders within 20ns
• Adds sender diversity gains to opportunistic routing
• Adds downlink diversity gains to WLANs
• Brings a large body of theory closer to practice– Distributed Beamforming, Virtual MIMO, Lattice Codes …