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Table 2 Precision and detection rate in detecting 11 driving events (SA, SB, SL, SR, A, B, L, R, CL, CR, and U)

From: A method for driving event detection using SAX with resource usage exploration on smartphone platform

Driving event

Number of

Precision

Detection

 

detected events

 

rate

Sudden acceleration

3

66.67%

37.5%

(SA)

 

(2 of 3)

(3 of 8)

Sudden brake

4

50%

25%

(SB)

 

(2 of 4)

(2 of 8)

Sudden left turn

3

66.67%

25%

(SL)

 

(2 of 3)

(2 of 8)

Sudden right turn

5

60%

27.27%

(SR)

 

(3 of 5)

(3 of 11)

Acceleration

3

66.67%

50%

(A)

 

(2 of 3)

(2 of 4)

Brake

1

100%

20%

(B)

 

(1 of 1)

(1 of 5)

Left turn

1

100%

16.67%

(L)

 

(1 of 1)

(1 of 6)

Right turn

4

100%

20%

(R)

 

(4 of 4)

(1 of 5)

Lane change left

1

100%

16.67%

(CL)

 

(1 of 1)

(1 of 6)

Lane change right

1

50%

100%

(CR)

 

(1 of 2)

(1 of 1)

U-turn

7

71.43%

100%

(U)

 

(5 of 7)

(1 of 1)