w hat is in for d2d in 5g wireless support of underlay l ow-rate m2m links

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what is in for D2D in 5G wireless support of underlay low-rate M2M links Petar Popovski [email protected] Aalborg University, Denmark

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w hat is in for D2D in 5G wireless support of underlay l ow-rate M2M links. Petar Popovski [email protected] Aalborg University, Denmark. 5G. will not only be “4G, but faster”. 5G research @ EU. - PowerPoint PPT Presentation

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Page 1: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

what is in for D2D in 5G wireless support of underlay low-rate M2M links

Petar Popovski

[email protected]

Aalborg University, Denmark

Page 2: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 2 / 30

5Gwill not only be

“4G, but faster”

Page 3: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 3 / 30

5G research @ EU

FP7 METISMobile and wireless communicationsEnablers for the Twenty- twenty (2020) Information Society

Budget: 27 M€.

Objective: 5G by 2020

system concept that meets the requirements of the 2020 connected

information society and extend today’s wireless communication

systems to support new usage scenarios. Such a system has to be more efficient, versatile, and scalable compared to today’s systems.

Page 4: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 4 / 30

METIS system concept

immense task, split into 5 Horizontal Topics

direct Device-to-Device communication (D2D)how to efficiently enable and for what to use D2D

Massive Machine Communication (MMC)

how to support a massive number of low-cost, low-energy devices

Page 5: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 5 / 30

METIS system concept

Moving Networks (MN)

extend the current wireless infrastructure to moving/nomadic nodes and create new services

Ultra-Dense Networks (UDN)

provide and sustain high rates to a large number of users in close proximity

Ultra-Reliable Communication (URC)

how to guarantee certain connectivity or latency 99.999+% of the time

Page 6: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 6 / 30

R1: today’s systems

R2: high-speed versions of today’s systems

R3: massive access for sensors and machines

R4: ultra-reliable connectivity

R5: physically impossible

data rate

1

kbps

Mbps

Gbps

bps

10000100010010

R5≥99%R2

# devices

≥95%

≥99.999%R4≥90-99%R3

a biased personal summary of 5G

≥99%R1

Page 7: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 7 / 30

refers to local D2D communication

controlled by the core network

it can potentially improve

reliability latency throughput per area spectral efficiency machine-type access new services

direct D2D

Page 8: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 8 / 30

extended coverage multi-hopping network coding cooperative diversity

ad hoc networking in emergencyfallback solution

D2D for reliability

Page 9: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 9 / 30

D2D for latency

how to do this reliably in 2020+?

Page 10: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 10 / 30

D2D for latency

network-controlled D2D has an advantage over pure Bluetooth-like D2D

facilitates leader election in neighbor discovery and link rendezvous

interference control (licensed spectrum) diversified connection

Page 11: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 11 / 30

offloading and local content sharing

close connection to caching

D2D for throughput

Page 12: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 12 / 30

D2D for spectral efficiency

the D2D setting looks like a

cognitive radio with consensual primary spectral efficiency in the previous example another example is to use the features of

the multiple access channel

D1D2

D3

D1+D3

Page 13: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 13 / 30

D2D support of machine-type access

trunking effect and coordinationdecrease the random access pressure on the Base Station

Page 14: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 14 / 30

D2D support of machine-type access

low power uplinksensor attached to a phone

underlay operation in the same spectrum

Page 15: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 15 / 30

data rate

1

kbps

Mbps

Gbps

bps

10000100010010

R5R2

# devices

R4R3

D2D in the 5G diagram

R1

offloading, prosumers

machine-type access

reliability, latency

Page 16: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 16 / 30

D2D for underlaymachine-type access

Page 17: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 17 / 30

scenario of machine-type D2D

Base Station

Cellular MTD

Cellular Device

B

Device-to-Infrastructure

Machine-Type Device-to-Device

Device-to-Device

Access Load Relief Area

Low PowerConsumption

NormalD2D

U1

M1

U2

Page 18: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 18 / 30

model of underlay operation

Base Station

Cellular MTD

Cellular Device

B

Device-to-Infrastructure

Machine-Type Device-to-Device

U

MAggregate Interference I~

Page 19: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 19 / 30

problem definition

assume that B knows the channel B-U

but not the channel M-U

U can decode both signals from B and M

how should B select the downlink rate RB,

so that the downlink transmission is not in outage?

B

U

M

 

Page 20: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 20 / 30

multiple access channel at U

B

U

M

 

low RM0 candidate for interference cancelation

RM0 is fixed

RM

RB

Page 21: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 21 / 30

three MAC regimes with joint decoding (JD)

RM

RB

RM

RB

RM

RB

RM0 not decodable

RM0 RM0 RM0

maximal decodable RB

joint decoding of RB and RM0

SIC: RM0 removed first

Page 22: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 22 / 30

max RB as a function of the strength of the link M-U

•  

outage no outage

rates RB and RM0 represented equivalently

through SNRs GB and GM

possible to select RB

and avoid outage independently of

the fading statistics for M-U

Page 23: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 23 / 30

outage no outage

outage for the link M-U

below this value

outage affected only by the statistics of the M-U link

Page 24: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 24 / 30

increases as the rate

RM0 (GM) decreases

maximal zero-outage rate

Page 25: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 25 / 30

a simple single-user decoder

B

U

M

 

RM0 is fixed

RM

RB

Page 26: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 26 / 30

maximal RB with single-user decoding

outage

no outage

maximal zero-outage

RB is lowered, there

is a penalty due to single-user decoding

Page 27: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 27 / 30

evaluation scenario

U is the reference point

M is uniformly distributed on a unit-radius circle centered at U

B and NM-1 MTDs uniformly distributed within the disk of radius R

Base Station

Cellular MTD

Cellular Device

B

Device-to-Infrastructure

Machine-Type Device-to-Device

U

MAggregate Interference I~

σ2 =−97.5[dBm] α=4 R=200[m]PM =−10[dBm] PB=30[dBm]

Page 28: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 28 / 30

numerical results

Page 29: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 29 / 30

regime of high interference

Page 30: w hat  is in for D2D in 5G wireless  support  of  underlay  l ow-rate  M2M  links

WDPC @ WCNC @ Istanbul, Turkey, April 6, 2014. 30 / 30

summary

D2D will play multiple roles in 5G and improve reliability, latency, throughput per area, spectral efficiency,

machine-type access

we have considered underlay D2D for

low-power low-rate machine access outage-free transmission even in presence of underlay keys: low rate and successive interference cancellation

next steps evaluate the concept with actual modulation/coding D2D for trunking in M2M access