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Table 4 Results (average value ± SD) of the calibration with the standard method and proposed method with N values of 8 and 16 for each subject

From: Reducing the airflow waveform distortions from breathing style and body position with improved calibration of respiratory effort belts

Subject

SM

PM(N = 8)

PM(N = 16)

Relative RMSE [%]

Relative volume error [%]

Relative RMSE [%]

Relative volume error [%]

Relative RMSE [%]

Relative volume error [%]

1

78.6 ± 51.5

36.6 ± 81.4

29.2 ± 4.9

-5.6 ± 12.4

25.6 ± 4.7

1.2 ± 12.8

2

82.5 ± 50.1

20.7 ± 90.4

31.2 ± 11.4

-5.6 ± 7.2

29.5 ± 12.3

-4.5 ± 7.1

3

71.1 ± 37.7

25.4 ± 76.8

29.0 ± 4.0

-2.8 ± 11.8

26.3 ± 4.2

1.8 ± 14.1

4

73.0 ± 38.5

11.9 ± 74.1

29.7 ± 6.6

-3.6 ± 15.2

28.3 ± 5.5

-3.3 ± 14.5

5

73.0 ± 35.0

2.1 ± 64.0

26.6 ± 3.5

-5.0 ± 13.8

25.8 ± 4.4

-3.8 ± 13.7

6

64.6 ± 29.8

14.0 ± 66.2

21.7 ± 2.2

-2.2 ± 8.8

19.7 ± 1.9

-0.8 ± 8.7

7

70.6 ± 27.9

20.0 ± 66.5

22.2 ± 5.6

-0.4 ± 7.5

21.1 ± 4.8

1.1 ± 8.3

8

64.6 ± 33.1

11.9 ± 60.7

33.7 ± 10.9

-9.7 ± 25.9

32.6 ± 11.2

-8.1 ± 25.9

9

74.8 ± 43.0

16.0 ± 70.7

24.4 ± 6.1

-4.4 ± 13.2

22.7 ± 6.7

-0.1 ± 13.3

10

64.0 ± 32.9

12.0 ± 69.4

27.3 ± 4.0

-3.6 ± 15.3

26.2 ± 4.4

-4.7 ± 12.2

Average

71.6 ± 38.0

17.1 ± 72.0

27.5 ± 5.9

-4.3 ± 13.1

25.8 ± 6.0

-2.1 ± 13.1

  1. The training and testing were performed using different breathing styles.