Table 5 Comparison of maximum, minimum, and average energy consumption at edge node using different parameter selection approaches among All Datasets.

From: Energy consumption minimisation at edge node using \(C_cBPS\) approach in predicting sensor parameters in WSNs

Energy Consumption at Edge Node (mJ)

Dataset

Maximum

Average

Minimum

Original

G.Descent

CHI-S

bWWPA

RFECV

CcBPS

Original

G.Descent

CHI-S

bWWPA

RFECV

CcBPS

Original

G.Descent

CHI-S

bWWPA

RFECV

CcBPS

IESD-15

16.97

17.12

20.52

15.85

27.19

10.93

12.60

14.87

14.25

11.85

15.67

8.70

8.33

10.23

7.98

8.91

12.12

3.86

IESD-30

15.16

22.18

21.15

19.11

17.65

17.77

12.40

15.33

15.07

12.63

12.98

11.26

8.33

8.54

10.23

9.71

8.22

6.66

IESD-1H

14.20

17.59

19.14

15.90

15.82

14.83

11.39

14.98

13.99

11.96

12.24

9.53

7.64

10.65

7.70

8.08

8.08

4.87

IESD-4H

14.10

17.94

15.41

15.64

13.98

13.68

11.02

12.94

11.71

11.95

11.28

9.90

7.52

7.82

7.00

7.75

7.43

4.88

IESD-8H

7.99

9.37

8.94

8.95

9.47

7.84

5.14

6.75

5.96

6.39

5.84

4.72

3.19

3.66

3.68

3.79

4.09

1.49

IESD-24H

3.31

4.10

3.76

4.21

4.13

2.75

2.18

2.69

2.41

2.79

2.71

1.58

1.48

1.63

1.61

2.08

1.87

0.88

BTM-L-B

15.88

23.69

21.22

18.43

22.16

14.69

12.59

17.36

14.84

13.26

14.25

11.77

7.56

12.72

10.71

8.22

8.80

7.62

IITM-D

26.00

22.88

20.31

25.51

26.43

23.20

17.60

15.67

14.08

14.96

17.08

11.57

8.42

10.84

8.30

8.51

9.51

6.01

AN-RSPCB

20.87

20.26

19.41

19.67

20.77

14.55

11.96

14.70

12.71

12.35

13.63

11.03

8.06

9.53

9.14

9.66

7.97

5.80

Back to article page