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DySCO: a Dynamic Spectrum
and Contention Control
Framework for Enhanced
Broadcast Communication in
Vehicular Networks
Marco Di Felice, Luca Bedogni
and Luciano Bononi
Department of Computer
Science
University of Bologna - Italy
Outline
System model
Analytical Results
The DYSCO framework
Performance evaluation
Conclusions
Introduction
Introduction
VANETs – Vehicular Adhoc NETworks
●
Safety related messages to reduce car accidents
●
Notification messages for better route planning
WAVE – Wireless Access in Vehicular Environment
●
DSRC frequencies
●
IEEE 802.11p and 1609.4 protocols
●
Switch every 50 ms from CCH to one of the SCH
50ms 100 ms 150ms 200ms 250ms 300ms
CCH SCH CCH SCH CCH SCH
Issues
Synchronous collisions
●
At the start of each CCH, every one could transmit a
packet
Bandwidth shortage
●
At the end of each CCH, one could not had the time to
transmit everything
Underutilization of the spectrum
●
Even in congested scenarios, every 50 ms the CCH or
the SCHs are not used
Contributions
Analytical model to investigate the PDR of
broadcast applications
●
Derive probabilities of succesfull transmissions
Study on the impact of changing
communication parameters
●
Change CW and rate to lower collisions
Evaluation in a scenario
●
By simulation
WAVE - IEEE 802.11p 1609.4
DSRC frequencies – V2V and V2I
●
1 control channel (CCH) 10MHz wide
●
6 service channels (SCH) 10 MHz wide
802.11p
●
EDCA mechanism
1609.4
●
On top of the 802.11p MAC protocol
●
Strict synchronization between the vehicles
●
Safety related messages are transmitted on the CCH
●
The lenght of the interval is 50 ms
System Model
Each vehicle is equipped with a SDR – WAVE stack
No queuing mechanism
QoS requirements
Analytical model
W is the CW size
 is the probability of a succesfull transmission
 Is the backoff state with CW equal to i
B0
Bi
Evaluation
We can derive the probability of transmitting
a message as
The packet delivery ratio is given by
More metrics are on the paper
τ=P(B0)=
2
W+1
PDR=
NumPkts−Succesfully −Transmitted
NumPkts−Transmitted
=
κ⋅psp
λ
PDR computation
Probabilities of:
Idle slot
Busy slot
Succesfull transmission
Collision
pi=(1−τ)
N
pb=1−pi
ps=N⋅τ⋅(1−τ)
N −1
pc=1−pi−ps
PDR computation
Probabilities of:
Succesfull transmission
knowing that the slot is
busy
Avg of transmitted
SAFETY messages
psp =
ps
pb
=
N⋅τ⋅(1−τ)N−1
1−(1−τ)
N
κ=min(λ ,
E[Taccess ]
Tcch
)
Evaluation
PDR varying the CW
PDR varying the CW
DYSCO – RSU operations
Centralized
●
Distributed as a future work
During the SCH interval → NETCONF packet
●
Propagates the network configuration
< W , RCCH , Tstamp >
DYSCO - algorithm
Step 1
●
Try to determine the best CW
Step 2
●
Verify if current rate is enough
●
If not, using cognitive technology, try to
increase it
W >
2⋅(N −1)
ϵ
RCCH⩾
S⋅λ⋅β
TCCH−α−λ
Comparison varying the density
Comparison varying the density
Comparison varying the load
Comparison varying the scenario
Conclusions
Simultaneous collisions
Untransmitted security packets
Characterization of MAC/PHY parameters
Outcomes
●
Reduced collisions
●
Better spectrum utilization
●
Fullfilling of QoS requirements
Major issue
in VANETs
Future works
Extend the algorithm to a distributed fashion
●
To minimize the risks of a centralized architecture
Inclusion of additional network parameters
Extend the study also for non safety related
applications
THANK YOU FOR
YOUR ATTENTION
Marco Di Felice <difelice@cs.unibo.it>
Luca Bedogni <lbedogni@cs.unibo.it>
Luciano Bononi <bononi@cs.unibo.it>
Collisions probability varying the CW
Comparison varying the scenario

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DySCO: A DYnamic Spectrum and COntention Control Framework for Enhanced Broadcast Communication in Vehicular Networks

  • 1. DySCO: a Dynamic Spectrum and Contention Control Framework for Enhanced Broadcast Communication in Vehicular Networks Marco Di Felice, Luca Bedogni and Luciano Bononi Department of Computer Science University of Bologna - Italy
  • 2. Outline System model Analytical Results The DYSCO framework Performance evaluation Conclusions Introduction
  • 3. Introduction VANETs – Vehicular Adhoc NETworks ● Safety related messages to reduce car accidents ● Notification messages for better route planning WAVE – Wireless Access in Vehicular Environment ● DSRC frequencies ● IEEE 802.11p and 1609.4 protocols ● Switch every 50 ms from CCH to one of the SCH 50ms 100 ms 150ms 200ms 250ms 300ms CCH SCH CCH SCH CCH SCH
  • 4. Issues Synchronous collisions ● At the start of each CCH, every one could transmit a packet Bandwidth shortage ● At the end of each CCH, one could not had the time to transmit everything Underutilization of the spectrum ● Even in congested scenarios, every 50 ms the CCH or the SCHs are not used
  • 5. Contributions Analytical model to investigate the PDR of broadcast applications ● Derive probabilities of succesfull transmissions Study on the impact of changing communication parameters ● Change CW and rate to lower collisions Evaluation in a scenario ● By simulation
  • 6. WAVE - IEEE 802.11p 1609.4 DSRC frequencies – V2V and V2I ● 1 control channel (CCH) 10MHz wide ● 6 service channels (SCH) 10 MHz wide 802.11p ● EDCA mechanism 1609.4 ● On top of the 802.11p MAC protocol ● Strict synchronization between the vehicles ● Safety related messages are transmitted on the CCH ● The lenght of the interval is 50 ms
  • 7. System Model Each vehicle is equipped with a SDR – WAVE stack No queuing mechanism QoS requirements
  • 8. Analytical model W is the CW size  is the probability of a succesfull transmission  Is the backoff state with CW equal to i B0 Bi
  • 9. Evaluation We can derive the probability of transmitting a message as The packet delivery ratio is given by More metrics are on the paper τ=P(B0)= 2 W+1 PDR= NumPkts−Succesfully −Transmitted NumPkts−Transmitted = κ⋅psp λ
  • 10. PDR computation Probabilities of: Idle slot Busy slot Succesfull transmission Collision pi=(1−τ) N pb=1−pi ps=N⋅τ⋅(1−τ) N −1 pc=1−pi−ps
  • 11. PDR computation Probabilities of: Succesfull transmission knowing that the slot is busy Avg of transmitted SAFETY messages psp = ps pb = N⋅τ⋅(1−τ)N−1 1−(1−τ) N κ=min(λ , E[Taccess ] Tcch )
  • 15. DYSCO – RSU operations Centralized ● Distributed as a future work During the SCH interval → NETCONF packet ● Propagates the network configuration < W , RCCH , Tstamp >
  • 16. DYSCO - algorithm Step 1 ● Try to determine the best CW Step 2 ● Verify if current rate is enough ● If not, using cognitive technology, try to increase it W > 2⋅(N −1) ϵ RCCH⩾ S⋅λ⋅β TCCH−α−λ
  • 21. Conclusions Simultaneous collisions Untransmitted security packets Characterization of MAC/PHY parameters Outcomes ● Reduced collisions ● Better spectrum utilization ● Fullfilling of QoS requirements Major issue in VANETs
  • 22. Future works Extend the algorithm to a distributed fashion ● To minimize the risks of a centralized architecture Inclusion of additional network parameters Extend the study also for non safety related applications
  • 23. THANK YOU FOR YOUR ATTENTION Marco Di Felice <difelice@cs.unibo.it> Luca Bedogni <lbedogni@cs.unibo.it> Luciano Bononi <bononi@cs.unibo.it>