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Table 1 Characteristics of the datasets and network-related information

From: A method for identifying faulty cells using a classification tree-based UE diagnosis in LTE

 

Dataset 1

Dataset 2

Dataset 3

Dataset 4

Technology

LTE

LTE

LTE

LTE

Area

Urban

Urban

Urban

Urban

Cell type

Macrocells

Macrocells

Macrocells

Macrocells

Measurement period [min]

15

15

15

15

Cell bandwidth [MHz]

5 and 10

10

10

15

Number of cells

6421

238

318

655

Average number of data sessions per cell

4.07

4.07

4.38

5.19

Average session duration [s]

73.7

75.3

91.2

92.2

Average session throughput [Mbps]

5.1

5.3

6.7

11.6