Table 8 Classification results for the spectrogram (‘No Mask’) and masked spectrogram data domains, with radar features and different threshold values.

From: Radar-based human activity recognition with adaptive thresholding towards resource constrained platforms

%

A1

A2

A3

A4

A5

A6

Avg

No mask

94.0

80.2

82.4

63.6

73.7

87.9

80.3

T − 10

100

87.1

86.3

61.2

70.8

93.1

83.1

T − 5

100

89.3

87.9

62.6

72.1

92.4

84.1

T

100

91.3

89.2

63.9

75.5

94.4

85.7

T + 5

100

89.6

88.4

62.1

71.8

94.4

84.4

T + 10

100

88.0

87.7

61.5

70.3

93.9

83.6

T + 15

99.7

87.1

86.3

63.0

69.6

92.4

83.0

T + 20

99.7

86.7

85.6

64.4

67.9

91.7

82.6

Avg

99.9

88.4

87.3

61.7

71.1

93.2