SlideShare a Scribd company logo
La Sperimentazione White Spaces
in Piemonte
Applicazioni per Reti Veicolari




                                  Claudio Casetti
                                  Dipartimento di Elettronica
                                  Politecnico di Torino
Goals

¤  ITS (Intelligent Transportation Systems) environment

¤  Design a roadside downloading application for vehicles
    with prefetching of content

¤  Exploit long-range UHF coverage for signalling traffic
    (vehicle position, content requests)

¤  Exploit short-range, high-bandwidth 5GHz links for content
    downloading
Starting Point

¤  VICSUM project
  ¤  funded by Regione Piemonte in 2007-09
  ¤  partners: Politecnico di Torino, CSP, CRF

¤  The VICSUM legacy
  ¤  Hand-on expertise in VANETs
  ¤  Designing mobile applications
  ¤  Living testbeds (Villa Gualino)
  ¤  The “VICSUM cars”
Network Architecture

¤  Infrastructure
   ¤  Central Controller (CC)
   ¤  Roadside Units (RSU)
   ¤  Long-Range Unit (LRU)
   ¤  Vehicle On-Board Units (OBU)


                                      RSU1   RSU2
Network Architecture

¤  Control Plane
  ¤  Common channel shared by CC (though LRU) and Vehicle
      OBUs
      (700 MHz)
  ¤  High-bit rate communication on point-to-point link between
      CC and RSU

¤  User Plane
  ¤  RSU to vehicles OBU communication (5 GHz)
The LFT Protocol

¤  We designed and implemented a communication
    protocol called Locate-Fetch-Transfer (LFT)

¤  LFT operates among RSUs, CC and OBUs

¤  LFT incorporates control and user plane
LFT Protocol Overview (1)
¤  Vehicle notifies to CC over
    700 MHz link:
   ¤  own position
   ¤  content requests

¤  CC fetches requested content
    and dispatches it to
    the nearest RSU
                                    RSU1   RSU2
¤  Vehicle associates to RSU and
    downloads as much as
    possible
LFT Protocol Overview (2)
¤  When moving out of RSU
    coverage, the download stops

¤  RSU reports the outcome of
    the download

¤  If incomplete, the CC
    schedules the download to
    continue at the next RSU
                                   RSU1   RSU2

¤  Remaining file is dispatched
    to the next RSU
The Test

¤  The OBU requests the download of a 200-MB file

¤  The download is completed over several “contacts”
    with RSUs

¤  We measured
  ¤  the number of contacts to complete the transfer
  ¤  the coverage time
  ¤  the achieved throughput
The Test

¤  Preliminary tests at Villa Gualino (Torino)
   ¤  Signalling traffic on a 2.4-GHz (802.11b) channel
   ¤  Data channel on a 5-GHz (802.11a) channel

¤  Final tests in Val di Viù
Val di Viù Testbed
Results
                                         20 km/h                                                                                     40 km/h
                    25                                                                                     25
                                   vehicle request and vehicle configuration                                              vehicle request and vehicle configuration
                                                      vehicle configuration                                                                  vehicle configuration
                    20                                                                                     20




                                                                                       Throughput [Mbps]
Throughput [Mbps]




                    15                                                                                     15


                    10                                                                                     10


                     5                                                                                      5


                     0                                                                                      0
                         0   100   200       300       400       500       600   700                            0   200       400        600         800       1000   1200
                                                Time [s]                                                                               Time [s]
Comparison with simple transfer
            Our protocol: 7 contacts needed to transfer content
      Access Point       AP1      AP2     AP2     AP1     AP1     AP2     AP2
# of downloaded chunks
       from the CC       35000    35000   35000   35000   35000   35000   18494
# of downloaded chunks   32850    30430   24750   18686   12650   28950   18494
   Coverage time [s]       39      32       41      48      33      31    20
   Throughput [Mb/s]      8.33     9.4     5.97    3.85    3.79    9.23   9.14




            Simple transfer: 10 contacts needed to transfer content
     Access Point         AP1      AP2     AP2    AP1      AP1    AP2       AP2    AP1     AP1     AP2
# of downloaded chunks
      from the CC         35000   35000   35000   35000   35000   35000    35000   35000   35000   17379
# of downloaded chunks    17890   22887   26080   21261   29190   19903    32574   27438   26555   17379
   Coverage time [s]        38      40      48      46      35      36       40     38       39      21
   Throughput [Mb/s]       3.68    3.77    5.37    3.75    6.41    3.45     7.81    5.8     5.39    4.52
Conclusions

¤  LFT is not a Cognitive Radio application but could work
    with any CR system

¤  Sustained throughput comparable to ADSL speeds to
    mobile users

¤  Use of today’s technology

¤  Future work: lots of optimization to do!

More Related Content

What's hot

Orange_US Domain (revised with notes)
Orange_US Domain (revised with notes)Orange_US Domain (revised with notes)
Orange_US Domain (revised with notes)
Roderick Dottin
 
3 ip routing pbr bfd -v2
3 ip routing   pbr bfd -v23 ip routing   pbr bfd -v2
3 ip routing pbr bfd -v2
SagarR24
 
Carrier Ethernet Services -logic-3-5
Carrier Ethernet Services -logic-3-5Carrier Ethernet Services -logic-3-5
Carrier Ethernet Services -logic-3-5
Roman Krzanowski
 
Cables and Pipelines: reporting back a different location
Cables and Pipelines: reporting back a different locationCables and Pipelines: reporting back a different location
Cables and Pipelines: reporting back a different location
CAPIGI
 
Bgp
BgpBgp
8 wireless parta v1
8 wireless parta v18 wireless parta v1
8 wireless parta v1
SagarR24
 
Mpls p2 p
Mpls   p2 pMpls   p2 p
Ad hoc network ppt slides
Ad hoc network ppt slidesAd hoc network ppt slides
Ad hoc network ppt slides
Thesis Scientist Private Limited
 

What's hot (8)

Orange_US Domain (revised with notes)
Orange_US Domain (revised with notes)Orange_US Domain (revised with notes)
Orange_US Domain (revised with notes)
 
3 ip routing pbr bfd -v2
3 ip routing   pbr bfd -v23 ip routing   pbr bfd -v2
3 ip routing pbr bfd -v2
 
Carrier Ethernet Services -logic-3-5
Carrier Ethernet Services -logic-3-5Carrier Ethernet Services -logic-3-5
Carrier Ethernet Services -logic-3-5
 
Cables and Pipelines: reporting back a different location
Cables and Pipelines: reporting back a different locationCables and Pipelines: reporting back a different location
Cables and Pipelines: reporting back a different location
 
Bgp
BgpBgp
Bgp
 
8 wireless parta v1
8 wireless parta v18 wireless parta v1
8 wireless parta v1
 
Mpls p2 p
Mpls   p2 pMpls   p2 p
Mpls p2 p
 
Ad hoc network ppt slides
Ad hoc network ppt slidesAd hoc network ppt slides
Ad hoc network ppt slides
 

Viewers also liked

wellington religion field trip hm
wellington religion field trip hmwellington religion field trip hm
wellington religion field trip hm
Mrs. McConaghy
 
Babtel overview-keynote
Babtel overview-keynoteBabtel overview-keynote
Babtel overview-keynote
Babylon Telecommunications, Inc.
 
Toyota Kata Im
Toyota Kata ImToyota Kata Im
Toyota Kata Im
guest2d38c7
 
Svea ita def
Svea ita defSvea ita def
Svea ita def
CSP Scarl
 
Production 2
Production 2Production 2
Production 2
kitturashmikittu
 
Bí mật của ảm hứng và say mê
Bí mật của ảm hứng và say mêBí mật của ảm hứng và say mê
Bí mật của ảm hứng và say mê
bita89
 
StartupBus UK presentation
StartupBus UK presentationStartupBus UK presentation
StartupBus UK presentation
Cyber-Duck
 
Get Results With Email Marketing
Get Results With Email MarketingGet Results With Email Marketing
Get Results With Email Marketing
GetResponse Email Marketing
 
Evidence of implementation
Evidence of implementationEvidence of implementation
Evidence of implementation
Tess Baguio
 
What to take there
What to take thereWhat to take there
What to take there
U.E.N. Libertador
 
Power shot g15_camera_user_guide_it
Power shot g15_camera_user_guide_itPower shot g15_camera_user_guide_it
Power shot g15_camera_user_guide_it
Roberto Domenichini
 
Mane Station
Mane StationMane Station
Mane Station
EKMom
 
Evaluation323424
Evaluation323424Evaluation323424
Evaluation323424
guest8becc5
 
Powerbreathe - Final Presentation
Powerbreathe - Final Presentation Powerbreathe - Final Presentation
Powerbreathe - Final Presentation
Leo Cheng
 
Shonkoff
ShonkoffShonkoff
Shonkoff
emprento
 
Arvoredeamigos
ArvoredeamigosArvoredeamigos
Arvoredeamigos
Eric Esquivel
 
Ping hanh-trinh-ra-bien-lon
Ping hanh-trinh-ra-bien-lonPing hanh-trinh-ra-bien-lon
Ping hanh-trinh-ra-bien-lon
bita89
 
Make a difference - MAD - progetto educativo
Make a difference - MAD - progetto educativoMake a difference - MAD - progetto educativo
Make a difference - MAD - progetto educativo
mcm&partners
 
Computer basics
Computer basicsComputer basics
Computer basics
kitturashmikittu
 
Dom 20160427 extra
Dom 20160427 extraDom 20160427 extra
Dom 20160427 extra
terezinhaneta
 

Viewers also liked (20)

wellington religion field trip hm
wellington religion field trip hmwellington religion field trip hm
wellington religion field trip hm
 
Babtel overview-keynote
Babtel overview-keynoteBabtel overview-keynote
Babtel overview-keynote
 
Toyota Kata Im
Toyota Kata ImToyota Kata Im
Toyota Kata Im
 
Svea ita def
Svea ita defSvea ita def
Svea ita def
 
Production 2
Production 2Production 2
Production 2
 
Bí mật của ảm hứng và say mê
Bí mật của ảm hứng và say mêBí mật của ảm hứng và say mê
Bí mật của ảm hứng và say mê
 
StartupBus UK presentation
StartupBus UK presentationStartupBus UK presentation
StartupBus UK presentation
 
Get Results With Email Marketing
Get Results With Email MarketingGet Results With Email Marketing
Get Results With Email Marketing
 
Evidence of implementation
Evidence of implementationEvidence of implementation
Evidence of implementation
 
What to take there
What to take thereWhat to take there
What to take there
 
Power shot g15_camera_user_guide_it
Power shot g15_camera_user_guide_itPower shot g15_camera_user_guide_it
Power shot g15_camera_user_guide_it
 
Mane Station
Mane StationMane Station
Mane Station
 
Evaluation323424
Evaluation323424Evaluation323424
Evaluation323424
 
Powerbreathe - Final Presentation
Powerbreathe - Final Presentation Powerbreathe - Final Presentation
Powerbreathe - Final Presentation
 
Shonkoff
ShonkoffShonkoff
Shonkoff
 
Arvoredeamigos
ArvoredeamigosArvoredeamigos
Arvoredeamigos
 
Ping hanh-trinh-ra-bien-lon
Ping hanh-trinh-ra-bien-lonPing hanh-trinh-ra-bien-lon
Ping hanh-trinh-ra-bien-lon
 
Make a difference - MAD - progetto educativo
Make a difference - MAD - progetto educativoMake a difference - MAD - progetto educativo
Make a difference - MAD - progetto educativo
 
Computer basics
Computer basicsComputer basics
Computer basics
 
Dom 20160427 extra
Dom 20160427 extraDom 20160427 extra
Dom 20160427 extra
 

Similar to La Sperimentazione White Spaces in Piemonte Applicazioni per Reti Veicolari

Vehicle to vehicle communication in COM2REACT (Alberto Los Santos)
Vehicle to vehicle communication in COM2REACT (Alberto Los Santos)Vehicle to vehicle communication in COM2REACT (Alberto Los Santos)
Vehicle to vehicle communication in COM2REACT (Alberto Los Santos)
Alberto Los Santos Aransay
 
Network dimensoning and cost structure analysis of Radio access Network
Network dimensoning and cost structure analysis of Radio access NetworkNetwork dimensoning and cost structure analysis of Radio access Network
Network dimensoning and cost structure analysis of Radio access Network
Asfak Rahman
 
Framework for Delivering IPTV Services over Satellite Networks
 Framework for Delivering IPTV Services over   Satellite  Networks Framework for Delivering IPTV Services over   Satellite  Networks
Framework for Delivering IPTV Services over Satellite Networks
AJAL A J
 
Supporting Real-time Traffic: Preparing Your IP Network for ...
Supporting Real-time Traffic: Preparing Your IP Network for ...Supporting Real-time Traffic: Preparing Your IP Network for ...
Supporting Real-time Traffic: Preparing Your IP Network for ...
Videoguy
 
Colt’s Carrier SDN & NFV: Experience, Learnings & Future Plans
Colt’s Carrier SDN & NFV: Experience, Learnings & Future PlansColt’s Carrier SDN & NFV: Experience, Learnings & Future Plans
Colt’s Carrier SDN & NFV: Experience, Learnings & Future Plans
Open Networking Summit
 
Performance Evaluation of Iptv over Wimax Networks Under Different Terrain En...
Performance Evaluation of Iptv over Wimax Networks Under Different Terrain En...Performance Evaluation of Iptv over Wimax Networks Under Different Terrain En...
Performance Evaluation of Iptv over Wimax Networks Under Different Terrain En...
International Journal of Engineering Inventions www.ijeijournal.com
 
Intelligent Network Services through Active Flow Manipulation
Intelligent Network Services through Active Flow ManipulationIntelligent Network Services through Active Flow Manipulation
Intelligent Network Services through Active Flow Manipulation
Tal Lavian Ph.D.
 
How to implement mpls
How to implement mplsHow to implement mpls
How to implement mpls
Thesis Scientist Private Limited
 
Installation and Maintenance of PON Services
Installation and Maintenance of PON ServicesInstallation and Maintenance of PON Services
Installation and Maintenance of PON Services
Eugene Belianka
 
CATNIX: Desafíos y experiencia
CATNIX: Desafíos y experienciaCATNIX: Desafíos y experiencia
GPON technology equipment fiberhoe technologies indo
GPON technology equipment fiberhoe technologies indoGPON technology equipment fiberhoe technologies indo
GPON technology equipment fiberhoe technologies indo
rizkiutomo1992
 
The Third Network: LSO, SDN and NFV
The Third Network: LSO, SDN and NFVThe Third Network: LSO, SDN and NFV
The Third Network: LSO, SDN and NFV
OPNFV
 
PANSAT COM AB05-CD06 Final Report
PANSAT COM AB05-CD06 Final ReportPANSAT COM AB05-CD06 Final Report
PANSAT COM AB05-CD06 Final Report
Brian Martiniello
 
VMware EMC Service Talk
VMware EMC Service TalkVMware EMC Service Talk
VMware EMC Service Talk
Yunchao (Kevin) Wang
 
iPOP 2020 Booth Poster
iPOP 2020 Booth Poster iPOP 2020 Booth Poster
iPOP 2020 Booth Poster
MasakiMurakami2
 
Voip over-wireless-network-wipro-technologiesbangalore2161
Voip over-wireless-network-wipro-technologiesbangalore2161Voip over-wireless-network-wipro-technologiesbangalore2161
Voip over-wireless-network-wipro-technologiesbangalore2161
Trung Phan
 
Packet shaper datasheet 81
Packet shaper datasheet 81Packet shaper datasheet 81
Packet shaper datasheet 81
Zalli13
 
Packet shaper datasheet 81
Packet shaper datasheet 81Packet shaper datasheet 81
Packet shaper datasheet 81
Zalli13
 
Conecta latam2019 network challenges and business modeling for new low late...
Conecta latam2019   network challenges and business modeling for new low late...Conecta latam2019   network challenges and business modeling for new low late...
Conecta latam2019 network challenges and business modeling for new low late...
Alberto Boaventura
 
Lte network planning huawei technologies
Lte network planning huawei technologiesLte network planning huawei technologies
Lte network planning huawei technologies
Chaudary Imran
 

Similar to La Sperimentazione White Spaces in Piemonte Applicazioni per Reti Veicolari (20)

Vehicle to vehicle communication in COM2REACT (Alberto Los Santos)
Vehicle to vehicle communication in COM2REACT (Alberto Los Santos)Vehicle to vehicle communication in COM2REACT (Alberto Los Santos)
Vehicle to vehicle communication in COM2REACT (Alberto Los Santos)
 
Network dimensoning and cost structure analysis of Radio access Network
Network dimensoning and cost structure analysis of Radio access NetworkNetwork dimensoning and cost structure analysis of Radio access Network
Network dimensoning and cost structure analysis of Radio access Network
 
Framework for Delivering IPTV Services over Satellite Networks
 Framework for Delivering IPTV Services over   Satellite  Networks Framework for Delivering IPTV Services over   Satellite  Networks
Framework for Delivering IPTV Services over Satellite Networks
 
Supporting Real-time Traffic: Preparing Your IP Network for ...
Supporting Real-time Traffic: Preparing Your IP Network for ...Supporting Real-time Traffic: Preparing Your IP Network for ...
Supporting Real-time Traffic: Preparing Your IP Network for ...
 
Colt’s Carrier SDN & NFV: Experience, Learnings & Future Plans
Colt’s Carrier SDN & NFV: Experience, Learnings & Future PlansColt’s Carrier SDN & NFV: Experience, Learnings & Future Plans
Colt’s Carrier SDN & NFV: Experience, Learnings & Future Plans
 
Performance Evaluation of Iptv over Wimax Networks Under Different Terrain En...
Performance Evaluation of Iptv over Wimax Networks Under Different Terrain En...Performance Evaluation of Iptv over Wimax Networks Under Different Terrain En...
Performance Evaluation of Iptv over Wimax Networks Under Different Terrain En...
 
Intelligent Network Services through Active Flow Manipulation
Intelligent Network Services through Active Flow ManipulationIntelligent Network Services through Active Flow Manipulation
Intelligent Network Services through Active Flow Manipulation
 
How to implement mpls
How to implement mplsHow to implement mpls
How to implement mpls
 
Installation and Maintenance of PON Services
Installation and Maintenance of PON ServicesInstallation and Maintenance of PON Services
Installation and Maintenance of PON Services
 
CATNIX: Desafíos y experiencia
CATNIX: Desafíos y experienciaCATNIX: Desafíos y experiencia
CATNIX: Desafíos y experiencia
 
GPON technology equipment fiberhoe technologies indo
GPON technology equipment fiberhoe technologies indoGPON technology equipment fiberhoe technologies indo
GPON technology equipment fiberhoe technologies indo
 
The Third Network: LSO, SDN and NFV
The Third Network: LSO, SDN and NFVThe Third Network: LSO, SDN and NFV
The Third Network: LSO, SDN and NFV
 
PANSAT COM AB05-CD06 Final Report
PANSAT COM AB05-CD06 Final ReportPANSAT COM AB05-CD06 Final Report
PANSAT COM AB05-CD06 Final Report
 
VMware EMC Service Talk
VMware EMC Service TalkVMware EMC Service Talk
VMware EMC Service Talk
 
iPOP 2020 Booth Poster
iPOP 2020 Booth Poster iPOP 2020 Booth Poster
iPOP 2020 Booth Poster
 
Voip over-wireless-network-wipro-technologiesbangalore2161
Voip over-wireless-network-wipro-technologiesbangalore2161Voip over-wireless-network-wipro-technologiesbangalore2161
Voip over-wireless-network-wipro-technologiesbangalore2161
 
Packet shaper datasheet 81
Packet shaper datasheet 81Packet shaper datasheet 81
Packet shaper datasheet 81
 
Packet shaper datasheet 81
Packet shaper datasheet 81Packet shaper datasheet 81
Packet shaper datasheet 81
 
Conecta latam2019 network challenges and business modeling for new low late...
Conecta latam2019   network challenges and business modeling for new low late...Conecta latam2019   network challenges and business modeling for new low late...
Conecta latam2019 network challenges and business modeling for new low late...
 
Lte network planning huawei technologies
Lte network planning huawei technologiesLte network planning huawei technologies
Lte network planning huawei technologies
 

More from CSP Scarl

Reti Banda Ultra Larga e Internet delle cose
Reti Banda Ultra Larga e Internet delle cose Reti Banda Ultra Larga e Internet delle cose
Reti Banda Ultra Larga e Internet delle cose
CSP Scarl
 
Internet delle cose e remote sensing per agricoltura di precisione Innovazion...
Internet delle cose e remote sensing per agricoltura di precisione Innovazion...Internet delle cose e remote sensing per agricoltura di precisione Innovazion...
Internet delle cose e remote sensing per agricoltura di precisione Innovazion...
CSP Scarl
 
"Iot on the field: making smart environments in everyday experience"
"Iot on the field: making smart environments in everyday experience""Iot on the field: making smart environments in everyday experience"
"Iot on the field: making smart environments in everyday experience"
CSP Scarl
 
Sigevi - Tecnologie ICT applicate in agricoltura
Sigevi - Tecnologie ICT applicate in agricolturaSigevi - Tecnologie ICT applicate in agricoltura
Sigevi - Tecnologie ICT applicate in agricoltura
CSP Scarl
 
Living Labs ovvero il possibile contributo delle ICT ai Presidi Territoriali ...
Living Labs ovvero il possibile contributo delle ICT ai Presidi Territoriali ...Living Labs ovvero il possibile contributo delle ICT ai Presidi Territoriali ...
Living Labs ovvero il possibile contributo delle ICT ai Presidi Territoriali ...
CSP Scarl
 
Forum PA challenge: HALADIN's
Forum PA challenge: HALADIN'sForum PA challenge: HALADIN's
Forum PA challenge: HALADIN's
CSP Scarl
 
Livinglabs per nexa_duretti
Livinglabs per nexa_durettiLivinglabs per nexa_duretti
Livinglabs per nexa_duretti
CSP Scarl
 
Scuola futuro prossimo
Scuola futuro prossimoScuola futuro prossimo
Scuola futuro prossimo
CSP Scarl
 
Storie dal futuro: persone e cose sempre connesse - per genitori
Storie dal futuro: persone e cose sempre connesse - per genitoriStorie dal futuro: persone e cose sempre connesse - per genitori
Storie dal futuro: persone e cose sempre connesse - per genitori
CSP Scarl
 
Storie dal futuro: persone e cose sempre connesse
Storie dal futuro: persone e cose sempre connesseStorie dal futuro: persone e cose sempre connesse
Storie dal futuro: persone e cose sempre connesse
CSP Scarl
 
OBSERVO - Piattaforma Open Source per la videosorveglianza territoriale
OBSERVO - Piattaforma Open Source per la videosorveglianza territorialeOBSERVO - Piattaforma Open Source per la videosorveglianza territoriale
OBSERVO - Piattaforma Open Source per la videosorveglianza territoriale
CSP Scarl
 
19 Luglio 2013 - Il Futuro della TV - Sergio Duretti - CSP
19 Luglio 2013 - Il Futuro della TV - Sergio Duretti - CSP19 Luglio 2013 - Il Futuro della TV - Sergio Duretti - CSP
19 Luglio 2013 - Il Futuro della TV - Sergio Duretti - CSP
CSP Scarl
 
19 Luglio 2013 - Il futuro della TV - Marco Bussone - UNCEM
19 Luglio 2013 - Il futuro della TV - Marco Bussone - UNCEM19 Luglio 2013 - Il futuro della TV - Marco Bussone - UNCEM
19 Luglio 2013 - Il futuro della TV - Marco Bussone - UNCEM
CSP Scarl
 
19 Luglio 2013 - Il futuro della TV - Marco Cantamessa - I3P
19 Luglio 2013 - Il futuro della TV - Marco Cantamessa - I3P19 Luglio 2013 - Il futuro della TV - Marco Cantamessa - I3P
19 Luglio 2013 - Il futuro della TV - Marco Cantamessa - I3P
CSP Scarl
 
19 Luglio 2013 - Il futuro della TV - Andrea Piersanti, Virtual & Reality Mul...
19 Luglio 2013 - Il futuro della TV - Andrea Piersanti, Virtual & Reality Mul...19 Luglio 2013 - Il futuro della TV - Andrea Piersanti, Virtual & Reality Mul...
19 Luglio 2013 - Il futuro della TV - Andrea Piersanti, Virtual & Reality Mul...
CSP Scarl
 
19 Luglio 2013 - Il Futuro della Televisione -
19 Luglio 2013 - Il Futuro della Televisione - 19 Luglio 2013 - Il Futuro della Televisione -
19 Luglio 2013 - Il Futuro della Televisione -
CSP Scarl
 
19 Luglio 2013 - Il Futuro della Televisione - Andrea Casalegno - Top-IX
19 Luglio 2013 - Il Futuro della Televisione - Andrea Casalegno - Top-IX19 Luglio 2013 - Il Futuro della Televisione - Andrea Casalegno - Top-IX
19 Luglio 2013 - Il Futuro della Televisione - Andrea Casalegno - Top-IX
CSP Scarl
 
19 Luglio 2013 - Il Futuro della Televisione - Chiara Gallino - CSP
19 Luglio 2013 - Il Futuro della Televisione - Chiara Gallino - CSP19 Luglio 2013 - Il Futuro della Televisione - Chiara Gallino - CSP
19 Luglio 2013 - Il Futuro della Televisione - Chiara Gallino - CSP
CSP Scarl
 
19 Luglio 2013 - Il Futuro della Televisione - Fabrizio Gramaglia, Finpiemonte
19 Luglio 2013 - Il Futuro della Televisione - Fabrizio Gramaglia, Finpiemonte19 Luglio 2013 - Il Futuro della Televisione - Fabrizio Gramaglia, Finpiemonte
19 Luglio 2013 - Il Futuro della Televisione - Fabrizio Gramaglia, Finpiemonte
CSP Scarl
 
Seminario ict agricoltura
Seminario ict agricolturaSeminario ict agricoltura
Seminario ict agricoltura
CSP Scarl
 

More from CSP Scarl (20)

Reti Banda Ultra Larga e Internet delle cose
Reti Banda Ultra Larga e Internet delle cose Reti Banda Ultra Larga e Internet delle cose
Reti Banda Ultra Larga e Internet delle cose
 
Internet delle cose e remote sensing per agricoltura di precisione Innovazion...
Internet delle cose e remote sensing per agricoltura di precisione Innovazion...Internet delle cose e remote sensing per agricoltura di precisione Innovazion...
Internet delle cose e remote sensing per agricoltura di precisione Innovazion...
 
"Iot on the field: making smart environments in everyday experience"
"Iot on the field: making smart environments in everyday experience""Iot on the field: making smart environments in everyday experience"
"Iot on the field: making smart environments in everyday experience"
 
Sigevi - Tecnologie ICT applicate in agricoltura
Sigevi - Tecnologie ICT applicate in agricolturaSigevi - Tecnologie ICT applicate in agricoltura
Sigevi - Tecnologie ICT applicate in agricoltura
 
Living Labs ovvero il possibile contributo delle ICT ai Presidi Territoriali ...
Living Labs ovvero il possibile contributo delle ICT ai Presidi Territoriali ...Living Labs ovvero il possibile contributo delle ICT ai Presidi Territoriali ...
Living Labs ovvero il possibile contributo delle ICT ai Presidi Territoriali ...
 
Forum PA challenge: HALADIN's
Forum PA challenge: HALADIN'sForum PA challenge: HALADIN's
Forum PA challenge: HALADIN's
 
Livinglabs per nexa_duretti
Livinglabs per nexa_durettiLivinglabs per nexa_duretti
Livinglabs per nexa_duretti
 
Scuola futuro prossimo
Scuola futuro prossimoScuola futuro prossimo
Scuola futuro prossimo
 
Storie dal futuro: persone e cose sempre connesse - per genitori
Storie dal futuro: persone e cose sempre connesse - per genitoriStorie dal futuro: persone e cose sempre connesse - per genitori
Storie dal futuro: persone e cose sempre connesse - per genitori
 
Storie dal futuro: persone e cose sempre connesse
Storie dal futuro: persone e cose sempre connesseStorie dal futuro: persone e cose sempre connesse
Storie dal futuro: persone e cose sempre connesse
 
OBSERVO - Piattaforma Open Source per la videosorveglianza territoriale
OBSERVO - Piattaforma Open Source per la videosorveglianza territorialeOBSERVO - Piattaforma Open Source per la videosorveglianza territoriale
OBSERVO - Piattaforma Open Source per la videosorveglianza territoriale
 
19 Luglio 2013 - Il Futuro della TV - Sergio Duretti - CSP
19 Luglio 2013 - Il Futuro della TV - Sergio Duretti - CSP19 Luglio 2013 - Il Futuro della TV - Sergio Duretti - CSP
19 Luglio 2013 - Il Futuro della TV - Sergio Duretti - CSP
 
19 Luglio 2013 - Il futuro della TV - Marco Bussone - UNCEM
19 Luglio 2013 - Il futuro della TV - Marco Bussone - UNCEM19 Luglio 2013 - Il futuro della TV - Marco Bussone - UNCEM
19 Luglio 2013 - Il futuro della TV - Marco Bussone - UNCEM
 
19 Luglio 2013 - Il futuro della TV - Marco Cantamessa - I3P
19 Luglio 2013 - Il futuro della TV - Marco Cantamessa - I3P19 Luglio 2013 - Il futuro della TV - Marco Cantamessa - I3P
19 Luglio 2013 - Il futuro della TV - Marco Cantamessa - I3P
 
19 Luglio 2013 - Il futuro della TV - Andrea Piersanti, Virtual & Reality Mul...
19 Luglio 2013 - Il futuro della TV - Andrea Piersanti, Virtual & Reality Mul...19 Luglio 2013 - Il futuro della TV - Andrea Piersanti, Virtual & Reality Mul...
19 Luglio 2013 - Il futuro della TV - Andrea Piersanti, Virtual & Reality Mul...
 
19 Luglio 2013 - Il Futuro della Televisione -
19 Luglio 2013 - Il Futuro della Televisione - 19 Luglio 2013 - Il Futuro della Televisione -
19 Luglio 2013 - Il Futuro della Televisione -
 
19 Luglio 2013 - Il Futuro della Televisione - Andrea Casalegno - Top-IX
19 Luglio 2013 - Il Futuro della Televisione - Andrea Casalegno - Top-IX19 Luglio 2013 - Il Futuro della Televisione - Andrea Casalegno - Top-IX
19 Luglio 2013 - Il Futuro della Televisione - Andrea Casalegno - Top-IX
 
19 Luglio 2013 - Il Futuro della Televisione - Chiara Gallino - CSP
19 Luglio 2013 - Il Futuro della Televisione - Chiara Gallino - CSP19 Luglio 2013 - Il Futuro della Televisione - Chiara Gallino - CSP
19 Luglio 2013 - Il Futuro della Televisione - Chiara Gallino - CSP
 
19 Luglio 2013 - Il Futuro della Televisione - Fabrizio Gramaglia, Finpiemonte
19 Luglio 2013 - Il Futuro della Televisione - Fabrizio Gramaglia, Finpiemonte19 Luglio 2013 - Il Futuro della Televisione - Fabrizio Gramaglia, Finpiemonte
19 Luglio 2013 - Il Futuro della Televisione - Fabrizio Gramaglia, Finpiemonte
 
Seminario ict agricoltura
Seminario ict agricolturaSeminario ict agricoltura
Seminario ict agricoltura
 

Recently uploaded

Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing InstancesEnergy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Alpen-Adria-Universität
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
Ivanti
 
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge GraphGraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
Neo4j
 
Skybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoptionSkybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoption
Tatiana Kojar
 
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development ProvidersYour One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
akankshawande
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
Postman
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
Zilliz
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
DanBrown980551
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity serverDandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
Antonios Katsarakis
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
The Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptxThe Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptx
operationspcvita
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
Hiroshi SHIBATA
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
innovationoecd
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
ssuserfac0301
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
Brandon Minnick, MBA
 
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
Edge AI and Vision Alliance
 

Recently uploaded (20)

Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing InstancesEnergy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
 
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge GraphGraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
 
Skybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoptionSkybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoption
 
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development ProvidersYour One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity serverDandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
The Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptxThe Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptx
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
 
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
 

La Sperimentazione White Spaces in Piemonte Applicazioni per Reti Veicolari

  • 1. La Sperimentazione White Spaces in Piemonte Applicazioni per Reti Veicolari Claudio Casetti Dipartimento di Elettronica Politecnico di Torino
  • 2. Goals ¤  ITS (Intelligent Transportation Systems) environment ¤  Design a roadside downloading application for vehicles with prefetching of content ¤  Exploit long-range UHF coverage for signalling traffic (vehicle position, content requests) ¤  Exploit short-range, high-bandwidth 5GHz links for content downloading
  • 3. Starting Point ¤  VICSUM project ¤  funded by Regione Piemonte in 2007-09 ¤  partners: Politecnico di Torino, CSP, CRF ¤  The VICSUM legacy ¤  Hand-on expertise in VANETs ¤  Designing mobile applications ¤  Living testbeds (Villa Gualino) ¤  The “VICSUM cars”
  • 4. Network Architecture ¤  Infrastructure ¤  Central Controller (CC) ¤  Roadside Units (RSU) ¤  Long-Range Unit (LRU) ¤  Vehicle On-Board Units (OBU) RSU1 RSU2
  • 5. Network Architecture ¤  Control Plane ¤  Common channel shared by CC (though LRU) and Vehicle OBUs (700 MHz) ¤  High-bit rate communication on point-to-point link between CC and RSU ¤  User Plane ¤  RSU to vehicles OBU communication (5 GHz)
  • 6. The LFT Protocol ¤  We designed and implemented a communication protocol called Locate-Fetch-Transfer (LFT) ¤  LFT operates among RSUs, CC and OBUs ¤  LFT incorporates control and user plane
  • 7. LFT Protocol Overview (1) ¤  Vehicle notifies to CC over 700 MHz link: ¤  own position ¤  content requests ¤  CC fetches requested content and dispatches it to the nearest RSU RSU1 RSU2 ¤  Vehicle associates to RSU and downloads as much as possible
  • 8. LFT Protocol Overview (2) ¤  When moving out of RSU coverage, the download stops ¤  RSU reports the outcome of the download ¤  If incomplete, the CC schedules the download to continue at the next RSU RSU1 RSU2 ¤  Remaining file is dispatched to the next RSU
  • 9. The Test ¤  The OBU requests the download of a 200-MB file ¤  The download is completed over several “contacts” with RSUs ¤  We measured ¤  the number of contacts to complete the transfer ¤  the coverage time ¤  the achieved throughput
  • 10. The Test ¤  Preliminary tests at Villa Gualino (Torino) ¤  Signalling traffic on a 2.4-GHz (802.11b) channel ¤  Data channel on a 5-GHz (802.11a) channel ¤  Final tests in Val di Viù
  • 11. Val di Viù Testbed
  • 12. Results 20 km/h 40 km/h 25 25 vehicle request and vehicle configuration vehicle request and vehicle configuration vehicle configuration vehicle configuration 20 20 Throughput [Mbps] Throughput [Mbps] 15 15 10 10 5 5 0 0 0 100 200 300 400 500 600 700 0 200 400 600 800 1000 1200 Time [s] Time [s]
  • 13. Comparison with simple transfer Our protocol: 7 contacts needed to transfer content Access Point AP1 AP2 AP2 AP1 AP1 AP2 AP2 # of downloaded chunks from the CC 35000 35000 35000 35000 35000 35000 18494 # of downloaded chunks 32850 30430 24750 18686 12650 28950 18494 Coverage time [s] 39 32 41 48 33 31 20 Throughput [Mb/s] 8.33 9.4 5.97 3.85 3.79 9.23 9.14 Simple transfer: 10 contacts needed to transfer content Access Point AP1 AP2 AP2 AP1 AP1 AP2 AP2 AP1 AP1 AP2 # of downloaded chunks from the CC 35000 35000 35000 35000 35000 35000 35000 35000 35000 17379 # of downloaded chunks 17890 22887 26080 21261 29190 19903 32574 27438 26555 17379 Coverage time [s] 38 40 48 46 35 36 40 38 39 21 Throughput [Mb/s] 3.68 3.77 5.37 3.75 6.41 3.45 7.81 5.8 5.39 4.52
  • 14. Conclusions ¤  LFT is not a Cognitive Radio application but could work with any CR system ¤  Sustained throughput comparable to ADSL speeds to mobile users ¤  Use of today’s technology ¤  Future work: lots of optimization to do!