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Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski, TNO, The Netherlands Remco Litjens, TNO, The Netherlands Renato do Nascimento, Alcatel-Lucent, Portugal CCNC ‘11 January 10, 2011 Las Vegas, USA
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Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

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Page 1: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

Effectiveness of Cell Outage Compensation in LTE Networks

Mehdi Amirijoo, Ericsson, SwedenLjupco Jorguseski, TNO, The NetherlandsRemco Litjens, TNO, The NetherlandsRenato do Nascimento, Alcatel-Lucent, Portugal

CCNC ‘11January 10, 2011Las Vegas, USA

Page 2: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• INTRODUCTION• ASSESSMENT APPROACH• NUMERICAL RESULTS• CONCLUDING REMARKS

OUTLINE

Page 3: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• INTRODUCTION• ASSESSMENT APPROACH• NUMERICAL RESULTS• CONCLUDING REMARKS

OUTLINE

Page 4: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• LTE• Mobile cellular network technology• E-UTRAN, a.k.a. ‘Long Term Evolution’• Standardised by 3GPP R8-…• 3.9G successor to UMTS• Key features

• OFDM• MIMO• SON• …

INTRODUCTION

1989

OBLB1980

NMT 900

1985 NMT 450

+ HSDPA+ HSDPA2006

UMTSUMTS2003 UMTS

+ HSPA

2001

GSM1994

+ GPRS

LTE2011

Page 5: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

INTRODUCTION

-2000 -1500 -1000 -500 0 500 1000 1500 2000 2500

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-1500

-1000

-500

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500

1000

1500

2000

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MeasurementsDetection

Compensation

Operator policy:Coverage, QoS

Control parameters

Coverage/QoS map estimation

• Cell outage management / self-healing• Automatic detection and compensation of ‘outages’

• eNodeB failure, cell failure,physical signal/channel failure

• Enhances robustness/resilience

Page 6: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• Cell outage management / self-healing• Control parameters

• Transmit power settings• Antenna downtilt• Azimuth/beamforming• Scheduler’s fairness parameter• Intra/inter-RAT handover parameters, load balancing• Neighbour cell lists• …

INTRODUCTION

Page 7: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• Cell outage management / self-healing• Control parameters

• Transmit power settings

INTRODUCTION

• PMAX = PPILOT + PDATA = fixed• Raising PPILOT increases coverage,

but decreases PDATA and hence thetraffic handling capacity/quality

• An increased coverage also impliesmore absorbed traffic, hence moreresource sharing and less per-user QoS

DOWNLINK

• P0 ≡ target received power density (per RB)• Reducing P0 lowers inter-cell interference

levels and hence increases coverage• Reducing P0 lowers the achievable MCS

and hence throughput/QoS per RB• An increased coverage also implies

more absorbed traffic, hence moreresource sharing and less per-user QoS

UPLINK

Page 8: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• Cell outage management / self-healing• Control parameters

• Antenna downtilt

INTRODUCTION

• Raising TILT increases coverage,but also increases inter-cell interference

• An increased coverage also impliesmore absorbed traffic, hence moreresource sharing and less per-user QoS

Page 9: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• Objective

INTRODUCTION

TO ASSESS THE EFFECTIVENESS OF PPILOT, P0AND TILT IN MITIGATING THE EFFECTS OF CELL

OUTAGES IN DIFFERENT SCENARIOS

Page 10: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• INTRODUCTION• ASSESSMENT APPROACH• NUMERICAL RESULTS• CONCLUDING REMARKS

OUTLINE

Page 11: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• Scenarios• Diverse aspects are of potential interest …

• Site density• Traffic load• Service mix• Spatial traffic distribution• User mobility• Propagation environment• …

ASSESSMENT APPROACH

Page 12: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• Scenarios• COVL Coverage-oriented network layout with low traffic load• CAPL Capacity -oriented network layout with low traffic load• CAPM Capacity -oriented network layout with medium traffic load• CAPH Capacity -oriented network layout with high traffic load

ASSESSMENT APPROACH

Capacity-driven layout Coverage-driven layout

Inter-site distance 500 m 2200 m

Antenna downtilt 15o 5o

System bandwidth 10 MHz

PMAX,BS, PRS, PMAX,UE 46 dBm, 33 dBm, 25 dBm

Path loss 128.1 + 37.6 log10 r, with r in km

Shadowing σ = 8 dB, inter-site correlation of ½, decorrel. distance = inter-site distance / 15

Antenna model 3GPP 3D model

Noise level -199 dBW/Hz in DL, -195 dBW/Hz in UL

Service Generic elastic data service with a requested throughput of 1 Mb/s (DL) & 250 kb/s (UL)

Page 13: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• Performance metrics• Coverage probability• Uplink/downlink user throughput• Fraction of satisfied users, where ‘satisfied’ is …

• Covered• Uplink throughput ≥ α × 250 kb/s• Downlink throughput ≥ α × 1 Mb/s

• ... and α reflects the operator policy in thatit expresses the relative importance ofcoverage and quality

• When applicable, metrics areassessed over first tier of tellssurrouding the outage area

ASSESSMENT APPROACH

Page 14: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• INTRODUCTION• ASSESSMENT APPROACH• NUMERICAL RESULTS• CONCLUDING REMARKS

OUTLINE

Page 15: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

RO

UG

HPU

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OVE

RA

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PRO

BA

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ITY

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GH

PUT

POST-OUTAGE SITUATIONWITH OPTIMISED PPILOT

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

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UG

HPU

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OVE

RA

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PRO

BA

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ITY

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PUT

POST-OUTAGE SITUATIONWITH OPTIMISED PPILOT

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

RO

UG

HPU

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OVE

RA

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PRO

BA

BIL

ITY

DO

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LIN

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PUT

POST-OUTAGE SITUATIONWITH OPTIMISED PPILOT

NUMERICAL RESULTS

Page 16: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

RO

UG

HPU

TC

OVE

RA

GE

PRO

BA

BIL

ITY

DO

WN

LIN

K U

SER

THR

OU

GH

PUT

POST-OUTAGE SITUATIONWITH OPTIMISED P0

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

RO

UG

HPU

TC

OVE

RA

GE

PRO

BA

BIL

ITY

DO

WN

LIN

K U

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THR

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PUT

POST-OUTAGE SITUATIONWITH OPTIMISED P0

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

RO

UG

HPU

TC

OVE

RA

GE

PRO

BA

BIL

ITY

DO

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THR

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PUT

POST-OUTAGE SITUATIONWITH OPTIMISED P0

NUMERICAL RESULTS

Page 17: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

RO

UG

HPU

TC

OVE

RA

GE

PRO

BA

BIL

ITY

DO

WN

LIN

K U

SER

THR

OU

GH

PUT

POST-OUTAGE SITUATIONWITH OPTIMISED TILT

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

RO

UG

HPU

TC

OVE

RA

GE

PRO

BA

BIL

ITY

DO

WN

LIN

K U

SER

THR

OU

GH

PUT

POST-OUTAGE SITUATIONWITH OPTIMISED TILT

PRE-OUTAGE SITUATION POST-OUTAGE SITUATIONWITHOUT COMPENSATION

UPL

INK

USE

RTH

RO

UG

HPU

TC

OVE

RA

GE

PRO

BA

BIL

ITY

DO

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LIN

K U

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THR

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PUT

POST-OUTAGE SITUATIONWITH OPTIMISED TILT

NUMERICAL RESULTS

Page 18: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

NUMERICAL RESULTSCOVERAGE-DRIVEN LAYOUT (LOW LOAD)

0

0.2

0.4

0.6

0.8

1

pre-outage (reference) post-outage (nocompensation)

post-outage (optimisedtilt)

post-outage (optimisedP_0)

post-outage (optimisedP_RS)

FRA

CTI

ON

OF

SATI

SFIE

D U

SER

SCAPACITY-DRIVEN LAYOUT (LOW LOAD)

0

0.2

0.4

0.6

0.8

1

pre-outage (reference) post-outage (nocompensation)

post-outage (optimisedtilt)

post-outage (optimisedP_0)

post-outage (optimisedP_RS)

FRA

CTI

ON

OF

SATI

SFIE

D U

SER

S

CAPACITY-DRIVEN LAYOUT (MEDIUM LOAD)

0

0.2

0.4

0.6

0.8

1

pre-outage (reference) post-outage (nocompensation)

post-outage (optimisedtilt)

post-outage (optimisedP_0)

post-outage (optimisedP_RS)

FRA

CTI

ON

OF

SATI

SFIE

D U

SER

S

CAPACITY-DRIVEN LAYOUT (HIGH LOAD)

0

0.2

0.4

0.6

0.8

1

pre-outage (reference) post-outage (nocompensation)

post-outage (optimisedtilt)

post-outage (optimisedP_0)

post-outage (optimisedP_RS)

FRA

CTI

ON

OF

SATI

SFIE

D U

SER

S

PRE-OUTAGE(REFERENCE)

POST-OUTAGE(OPTIMISED TILT)

POST-OUTAGE(OPTIMISED P0)

POST-OUTAGE(OPTIMISED PPILOT)

PRE-OUTAGE(REFERENCE)

POST-OUTAGE(OPTIMISED TILT)

POST-OUTAGE(OPTIMISED P0)

POST-OUTAGE(OPTIMISED PPILOT)

PRE-OUTAGE(REFERENCE)

POST-OUTAGE(OPTIMISED TILT)

POST-OUTAGE(OPTIMISED P0)

POST-OUTAGE(OPTIMISED PPILOT)

PRE-OUTAGE(REFERENCE)

POST-OUTAGE(OPTIMISED TILT)

POST-OUTAGE(OPTIMISED P0)

POST-OUTAGE(OPTIMISED PPILOT)

POST-OUTAGE(NO COMPENSATION)

POST-OUTAGE(NO COMPENSATION)

POST-OUTAGE(NO COMPENSATION)

POST-OUTAGE(NO COMPENSATION)

COVERAGE-DRIVEN LAYOUT (LOW LOAD)

0

0.2

0.4

0.6

0.8

1

pre-outage (reference) post-outage (nocompensation)

post-outage (optimisedtilt)

post-outage (optimisedP_0)

post-outage (optimisedP_RS)

FRA

CTI

ON

OF

SATI

SFIE

D U

SER

SCAPACITY-DRIVEN LAYOUT (LOW LOAD)

0

0.2

0.4

0.6

0.8

1

pre-outage (reference) post-outage (nocompensation)

post-outage (optimisedtilt)

post-outage (optimisedP_0)

post-outage (optimisedP_RS)

FRA

CTI

ON

OF

SATI

SFIE

D U

SER

S

CAPACITY-DRIVEN LAYOUT (MEDIUM LOAD)

0

0.2

0.4

0.6

0.8

1

pre-outage (reference) post-outage (nocompensation)

post-outage (optimisedtilt)

post-outage (optimisedP_0)

post-outage (optimisedP_RS)

FRA

CTI

ON

OF

SATI

SFIE

D U

SER

S

CAPACITY-DRIVEN LAYOUT (HIGH LOAD)

0

0.2

0.4

0.6

0.8

1

pre-outage (reference) post-outage (nocompensation)

post-outage (optimisedtilt)

post-outage (optimisedP_0)

post-outage (optimisedP_RS)

FRA

CTI

ON

OF

SATI

SFIE

D U

SER

S

PRE-OUTAGE(REFERENCE)

POST-OUTAGE(OPTIMISED TILT)

POST-OUTAGE(OPTIMISED P0)

POST-OUTAGE(OPTIMISED PPILOT)

PRE-OUTAGE(REFERENCE)

POST-OUTAGE(OPTIMISED TILT)

POST-OUTAGE(OPTIMISED P0)

POST-OUTAGE(OPTIMISED PPILOT)

PRE-OUTAGE(REFERENCE)

POST-OUTAGE(OPTIMISED TILT)

POST-OUTAGE(OPTIMISED P0)

POST-OUTAGE(OPTIMISED PPILOT)

PRE-OUTAGE(REFERENCE)

POST-OUTAGE(OPTIMISED TILT)

POST-OUTAGE(OPTIMISED P0)

POST-OUTAGE(OPTIMISED PPILOT)

POST-OUTAGE(NO COMPENSATION)

POST-OUTAGE(NO COMPENSATION)

POST-OUTAGE(NO COMPENSATION)

POST-OUTAGE(NO COMPENSATION)

Page 19: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• INTRODUCTION• ASSESSMENT APPROACH• NUMERICAL RESULTS• CONCLUDING REMARKS

OUTLINE

Page 20: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

• Cell outage management in LTE networks• Assessment of compensation potential of adapting …

• … PPILOT, P0 and the antenna downtilt

• Key insights• Both the compensation potential and the most effective control

parameter depend on the traffic load and the operator policy• P0 and the antenna downtilt are most effective in improving coverage• P0 and the antenna downtilt is most effective in improving user throughput

• Further research• Development of on-line algorthms for cell outage compensation

CONCLUDING REMARKS

Page 21: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

ACKNOWLEDGMENT

Page 22: Effectiveness of Cell Outage Compensation in LTE Networks · 2018-12-29 · Effectiveness of Cell Outage Compensation in LTE Networks Mehdi Amirijoo, Ericsson, Sweden Ljupco Jorguseski,

ANNOUNCEMENT