11
Marat Zhanikeev [email protected] maratishe.github.io 2016/02/22@ITS研@北海道大学 PDF: bit.do/160222 for Roadside Infrastructure #beacons #beaconstuffing #roadside #vehicular #autonomous based on Wireless Beacons Image-related Uses

Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Embed Size (px)

Citation preview

Page 1: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Marat Zhanikeev [email protected] maratishe.github.io

2016/02/22@ITS研@北海道大学

PDF: bit.do/160222

for Roadside Infrastructure

#beacons

#beaconstuffing

#roadside

#vehicular

#autonomous based on Wireless Beacons

Image-related Uses

Page 2: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

3 Types of Vehicular Nets

WiFi

3G 3G

802.11p (WAVE)

GroupConnect Beacons

802.11a -n,ac Beacon Frame

01 M.Zhanikeev+0 "Opportunistic Multiconnect with P2P WiFi and Cellular Providers" ...4G and Beyond, CRC (2015)

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 2/112/11

Page 3: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Dense Wireless Spaces

03 X.Yang+0 "Throughput and Delay Limits of IEEE 802.11" IEEE Communication Letters (2002)

09 "Revolution WiFi: SSID Overhead Calculator" http://www.revolutionwifi.net (2016)

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 3/113/11

Page 4: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Beacons: Broadcast vs UnicastBroadcast better than Unicast

... at levels below flooding

0 2000 4000 6000 8000Throughput (kbps)

P2P WiFi Unicast

Beacon Broadcast

P2P WiFi thru#220 Beacon thru#8858 Beacon fps#2480Nodes#30 in 25x25m P2P WiFi Condition: wifi

• 30 nodes, but only 5random nodes talk

• measure: with all collisionsand overhead, one2allgoodput

• P2P WiFi is represented byWiFi Direct 01

01 M.Zhanikeev+0 "Opportunistic Multiconnect with P2P WiFi and Cellular Providers" ...4G and Beyond, CRC (2015)

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 4/114/11

Page 5: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Beacon Density (model)

0 4000 8000FPS

0

0.4

0.8

Loss

pro

babi

lity

Beacon loss probability curve

• model of the conditions in the previous page

• simpler to model beacon-based dataexchange

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 5/115/11

Page 6: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Simulated Roadside SectionRoadside beacon

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 6/116/11

Page 7: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Images ~= Video Streaming• for simple images, assume that only the I-Frame (1st) is used

• otherwise, aiming at (even if low-bitrate) video streaming

0 20 40 60 80 100Time sequence

020406080

100

Fram

e siz

e (k

b)

SVCVBR

0 20 40 60 80 100Distribution sequence

020406080

100

Fram

e siz

e (k

b)02 M.Zhanikeev+0 "How variable bitrate video formats can help P2P streaming..." Springer J. of Elec. Commerce (2015)

08 R.Chandra+3 "Beacon-Stuffing: Wi-Fi without Associations" 8th IEEE HotMobile (2007)

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 7/117/11

Page 8: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Simulation Results

0 2 4 6 8 10 12 14Frame in GOP

0

1

2

3

4

5

6

7

8

No.

of p

aral

lel c

hann

els

0.7

0.3

0.2

0.2

0.1

0.1

0.1

0.1

0.6

0.3

0.2

0.1

0.1

0.1

0.1

0.1

0.6

0.3

0.2

0.1

0.1

0.1

0.1

0.1

0.5

0.3

0.2

0.1

0.1

0.1

0.1

0.1

0.5

0.3

0.2

0.1

0.1

0.1

0.1

0.1

0.5

0.3

0.2

0.1

0.1

0.1

0.1

0.1

0.5

0.2

0.2

0.1

0.1

0.1

0.1

0.1

0.5

0.2

0.2

0.1

0.1

0.1

0.1

0.1

0.5

0.2

0.2

0.1

0.1

0.1

0.1

0.1

0.4

0.2

0.1

0.1

0.1

0.1

0.1

0.1

0.3

0.2

0.1

0.1

0.1

0.1

0.1

0.1

0.3

0.1

0.1

0.1

0.1

0

0

0

0.3

0.1

0.1

0.1

0.1

0

0

0

0.3

0.1

0.1

0.1

0.1

0

0

0

0.1

0

0

0

0

0

0

0

• 10 beacons (9 cars + 1 roadside)

• parallel channels: upto 11 (5-6 are feasible andstrong) in practice◦ logic: randomly select a

channel and send yourbeacon

◦ not on commodityhardware (yet)

• bullets = lossprobability (zero = no

value = all lost)

• other cases https://goo.gl/B0qACx

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 8/118/11

Page 9: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

Wrapup: The Big Picture

Service Provider

Roadside beacon

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 9/119/11

Page 10: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

That’s all, thank you ...

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 10/1110/11

Page 11: Image-Related Uses for Roadside Infrastructure \\ based on Wireless Beacons

(donotforget) Connected Cars

3G

3G

3G

Basic Components

Conventional

Connected Cars

M.Zhanikeev -- [email protected] Image-Related Uses for Roadside Infrastructure based on Wireless Beacons -- bit.do/160222 11/1111/11