LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj,...

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RadioNetworks, DEI, Alma Mater Studiorum - Università di Bologna Marco Skocaj LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020

Transcript of LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj,...

Page 1: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

RadioNetworks,DEI,AlmaMaterStudiorum-UniversitàdiBologna

TelecomItaliaMobileS.p.a.-TIM

MarcoSkocaj

LTENetworkKPIsObservation&Analysis

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 2: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Bologna’s LTE coverage Ø 140,9[Km^2]

Ø 4bands1800MHzà[20MHz]bandwidthà308eNodeBs2100MHzà[10MHz]bandwidthà315eNodeBs2600MHzà[15MHz]bandwidthà214eNodeBs800MHzà[10MHz]bandwidthà114eNodeBs

Ø 20February2020MarcoSkocaj,MobileRadioNetworks-18May2020

Page 3: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Cell availability [%]

98

98,2

98,4

98,6

98,8

99

99,2

99,4

99,6

99,8

100

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

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20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

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20/02/202018:15

20/02/202018:45

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20/02/202019:45

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20/02/202020:45

20/02/202021:15

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cluster-1800

cluster-2100

cluster-2600

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Page 4: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Average UE distance from eNodeB [Km]

0,4

0,5

0,6

0,7

0,8

0,9

1

1,1

1,2

20/02/202000:15

20/02/202000:45

20/02/202001:15

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cluster-1800

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cluster-800

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Page 5: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Inaccessibility at RRC level [%]

0,00

0,20

0,40

0,60

0,80

1,00

1,20

1,40

1,60

1,80

2,00

02.20.202000:00:00

02.20.202000:30:00

02.20.202001:00:00

02.20.202001:30:00

02.20.202002:00:01

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02.20.202004:00:01

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02.20.202007:00:02

02.20.202007:30:02

02.20.202008:00:02

02.20.202008:30:02

02.20.202009:00:03

02.20.202009:30:03

02.20.202010:00:03

02.20.202010:30:03

02.20.202011:00:03

02.20.202011:30:03

02.20.202012:00:03

02.20.202012:30:04

02.20.202013:00:04

02.20.202013:30:04

02.20.202014:00:04

02.20.202014:30:04

02.20.202015:00:04

02.20.202015:30:04

02.20.202016:00:05

02.20.202016:30:05

02.20.202017:00:05

02.20.202017:30:05

02.20.202018:00:05

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Page 6: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

RRC connection setup attempts [#]

0

100000

200000

300000

400000

500000

600000

700000

800000

20/02/202000:15

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cluster-1800

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cluster-2600

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Page 7: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Arrival Rate λ [#RRC attempts per cell/sec]

0

0,5

1

1,5

2

2,5

3

00:00:00

00:30:00

01:00:00

01:30:00

02:00:00

02:30:00

03:00:00

03:30:00

04:00:00

04:30:00

05:00:00

05:30:00

06:00:00

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11:30:00

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18:00:00

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23:30:00

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Page 8: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

UE with active RRC connection [#]

0

2000

4000

6000

8000

10000

12000

14000

16000

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20/02/202001:15

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20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

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20/02/202019:45

20/02/202020:15

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20/02/202021:45

20/02/202022:15

20/02/202022:45

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20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

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Page 9: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

UE with active RRC connection per Cell [#]

0

5

10

15

20

25

30

35

40

45

50

02.20.202000:00:00

02.20.202000:30:00

02.20.202001:00:00

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02.20.202002:30:00

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02.20.202006:00:00

02.20.202006:30:00

02.20.202007:00:00

02.20.202007:30:00

02.20.202008:00:00

02.20.202008:30:00

02.20.202009:00:00

02.20.202009:30:00

02.20.202010:00:00

02.20.202010:30:00

02.20.202011:00:00

02.20.202011:30:00

02.20.202012:00:00

02.20.202012:30:00

02.20.202013:00:00

02.20.202013:30:00

02.20.202014:00:00

02.20.202014:30:00

02.20.202015:00:00

02.20.202015:30:00

02.20.202016:00:00

02.20.202016:30:00

02.20.202017:00:00

02.20.202017:30:00

02.20.202018:00:00

02.20.202018:30:00

02.20.202019:00:00

02.20.202019:30:00

02.20.202020:00:00

02.20.202020:30:00

02.20.202021:00:00

02.20.202021:30:00

02.20.202022:00:00

02.20.202022:30:00

02.20.202023:00:00

02.20.202023:30:00

cluster-1800

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Page 10: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Volume (DL & UL) [MB]

0

50000

100000

150000

200000

250000

300000

20/02/202000:15

20/02/202000:45

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20/02/202001:45

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20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

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20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800-SommadiPDCPSDUVolume,DL

cluster-1800-SommadiPDCPSDUVolume,UL

cluster-2100-SommadiPDCPSDUVolume,DL

cluster-2100-SommadiPDCPSDUVolume,UL

cluster-2600-SommadiPDCPSDUVolume,DL

cluster-2600-SommadiPDCPSDUVolume,UL

cluster-800-SommadiPDCPSDUVolume,DL

cluster-800-SommadiPDCPSDUVolume,UL

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 11: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Volume (DL) [Mbit/s (per cell)]

0

1

2

3

4

5

6

7

8

9

00:00:00

00:30:00

01:00:00

01:30:00

02:00:00

02:30:00

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23:30:00

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Page 12: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Volume (UL) [Mbit/s (per cell)]

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

0,8

0,9

00:00:00

00:30:00

01:00:00

01:30:00

02:00:00

02:30:00

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Page 13: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

End User Throughput (DL) [Kbit/s]

0

5000

10000

15000

20000

25000

30000

35000

40000

45000

20/02/202000:15

20/02/202000:45

20/02/202001:15

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20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

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cluster-800

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Page 14: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Network Spectrum Efficiency (DL) [Kbit/s*MHz*(Km^2)]

0

100

200

300

400

500

600

700

800

900

02.20.202000:00:00

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02.20.202008:00:00

02.20.202008:30:00

02.20.202009:00:00

02.20.202009:30:00

02.20.202010:00:00

02.20.202010:30:00

02.20.202011:00:00

02.20.202011:30:00

02.20.202012:00:00

02.20.202012:30:00

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02.20.202013:30:00

02.20.202014:00:00

02.20.202014:30:00

02.20.202015:00:00

02.20.202015:30:00

02.20.202016:00:00

02.20.202016:30:00

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02.20.202017:30:00

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02.20.202021:30:00

02.20.202022:00:00

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02.20.202023:00:00

02.20.202023:30:00

cluster-all

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Page 15: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Physical Resource Blocks Utilized per Cell (DL) [#]

0

5

10

15

20

25

02.20.202000:00:00

02.20.202000:30:00

02.20.202001:00:00

02.20.202001:30:00

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02.20.202007:30:00

02.20.202008:00:00

02.20.202008:30:00

02.20.202009:00:00

02.20.202009:30:00

02.20.202010:00:00

02.20.202010:30:00

02.20.202011:00:00

02.20.202011:30:00

02.20.202012:00:00

02.20.202012:30:00

02.20.202013:00:00

02.20.202013:30:00

02.20.202014:00:00

02.20.202014:30:00

02.20.202015:00:00

02.20.202015:30:00

02.20.202016:00:00

02.20.202016:30:00

02.20.202017:00:00

02.20.202017:30:00

02.20.202018:00:00

02.20.202018:30:00

02.20.202019:00:00

02.20.202019:30:00

02.20.202020:00:00

02.20.202020:30:00

02.20.202021:00:00

02.20.202021:30:00

02.20.202022:00:00

02.20.202022:30:00

02.20.202023:00:00

02.20.202023:30:00

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 16: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

End User Throughput (UL) [Kbit/s]

0

1000

2000

3000

4000

5000

6000

7000

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 17: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Network Spectrum Efficiency (UL) [Kbit/s*MHz*(Km^2)]

0

10

20

30

40

50

60

70

80

cluster-all

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 18: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Physical Resource Blocks Utilized per Cell (UL) [#]

0

1

2

3

4

5

6

7

8

9

02.20.202000:00:00

02.20.202000:30:00

02.20.202001:00:00

02.20.202001:30:00

02.20.202002:00:00

02.20.202002:30:00

02.20.202003:00:00

02.20.202003:30:00

02.20.202004:00:00

02.20.202004:30:00

02.20.202005:00:00

02.20.202005:30:00

02.20.202006:00:00

02.20.202006:30:00

02.20.202007:00:00

02.20.202007:30:00

02.20.202008:00:00

02.20.202008:30:00

02.20.202009:00:00

02.20.202009:30:00

02.20.202010:00:00

02.20.202010:30:00

02.20.202011:00:00

02.20.202011:30:00

02.20.202012:00:00

02.20.202012:30:00

02.20.202013:00:00

02.20.202013:30:00

02.20.202014:00:00

02.20.202014:30:00

02.20.202015:00:00

02.20.202015:30:00

02.20.202016:00:00

02.20.202016:30:00

02.20.202017:00:00

02.20.202017:30:00

02.20.202018:00:00

02.20.202018:30:00

02.20.202019:00:00

02.20.202019:30:00

02.20.202020:00:00

02.20.202020:30:00

02.20.202021:00:00

02.20.202021:30:00

02.20.202022:00:00

02.20.202022:30:00

02.20.202023:00:00

02.20.202023:30:00

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 19: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Physical Resource Blocks Utilized UL/DL [%]

0

5

10

15

20

25

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800-SommadiAvgPRBusageperTTIUL

cluster-1800-SommadiE-UTRANAvgPRBusageperTTIDLcluster-2100-SommadiAvgPRBusageperTTIUL

cluster-2100-SommadiE-UTRANAvgPRBusageperTTIDLcluster-2600-SommadiAvgPRBusageperTTIUL

cluster-2600-SommadiE-UTRANAvgPRBusageperTTIDLcluster-800-SommadiAvgPRBusageperTTIUL

cluster-800-SommadiE-UTRANAvgPRBusageperTTIDL

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 20: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

0

10

20

30

40

50 cluster-1800

cluster-2100

cluster-2600

cluster-800

MobileRadioNetworks2020

ThroughputinUL Avg#UEactiveperCell

0

5

10

15

20

25

30

35

40

cluster-1800

cluster-2100

cluster-2600

cluster-800

Avg#PRBperUEinUL

0

1000

2000

3000

4000

5000

6000 cluster-1800

cluster-2100

cluster-2600

cluster-800

0

1

2

3

4

5

6

7

8

9

cluster-1800

cluster-2100

cluster-2600

cluster-800

Avg#PRBpercell

Page 21: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Average CQI [#] (0-15)

0123456789101112131415

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 22: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Average SINR for PUSCH [dB]

7

9

11

13

15

17

19

21

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 23: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Average RSSI for PUSCH [dBm]

-108

-106

-104

-102

-100

-98

-96

-94

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 24: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Average MCS for PDSCH [#] (0-27, 28-31 reserved)

0

3

6

9

12

15

18

21

24

27

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 25: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

Average MCS for PUSCH [#] (0-28, 29-31 reserved)

0

3

6

9

12

15

18

21

24

27

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 26: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

E-UTRAN Inter Freq HO Attempts [#]

0

20000

40000

60000

80000

100000

120000

140000

160000

180000

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 27: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

λHO [#HO attempts/cells*sec]

0

0,2

0,4

0,6

0,8

1

1,2

1,4

1,6

1,8

00:00:00

00:30:00

01:00:00

01:30:00

02:00:00

02:30:00

03:00:00

03:30:00

04:00:00

04:30:00

05:00:00

05:30:00

06:00:00

06:30:00

07:00:00

07:30:00

08:00:00

08:30:00

09:00:00

09:30:00

10:00:00

10:30:00

11:00:00

11:30:00

12:00:00

12:30:00

13:00:00

13:30:00

14:00:00

14:30:00

15:00:00

15:30:00

16:00:00

16:30:00

17:00:00

17:30:00

18:00:00

18:30:00

19:00:00

19:30:00

20:00:00

20:30:00

21:00:00

21:30:00

22:00:00

22:30:00

23:00:00

23:30:00

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 28: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

E-UTRAN Inter Freq HO Success Ratio [#]

96,5

97

97,5

98

98,5

99

99,5

100

100,5

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020

Page 29: LTE Network KPIs Observation & Analysis...LTE Network KPIs Observation & Analysis Marco Skocaj, Mobile Radio Networks - 18 May 2020 Bologna’s LTE coverage Ø140,9 [Km^2] Ø4 bands

E-UTRAN Inter RAT HO Attempts [#]

0

2000

4000

6000

8000

10000

12000

14000

20/02/202000:15

20/02/202000:45

20/02/202001:15

20/02/202001:45

20/02/202002:15

20/02/202002:45

20/02/202003:15

20/02/202003:45

20/02/202004:15

20/02/202004:45

20/02/202005:15

20/02/202005:45

20/02/202006:15

20/02/202006:45

20/02/202007:15

20/02/202007:45

20/02/202008:15

20/02/202008:45

20/02/202009:15

20/02/202009:45

20/02/202010:15

20/02/202010:45

20/02/202011:15

20/02/202011:45

20/02/202012:15

20/02/202012:45

20/02/202013:15

20/02/202013:45

20/02/202014:15

20/02/202014:45

20/02/202015:15

20/02/202015:45

20/02/202016:15

20/02/202016:45

20/02/202017:15

20/02/202017:45

20/02/202018:15

20/02/202018:45

20/02/202019:15

20/02/202019:45

20/02/202020:15

20/02/202020:45

20/02/202021:15

20/02/202021:45

20/02/202022:15

20/02/202022:45

20/02/202023:15

20/02/202023:45

cluster-1800

cluster-2100

cluster-2600

cluster-800

MarcoSkocaj,MobileRadioNetworks-18May2020