Skip to main content
. 2020 Apr 27;20(9):2467. doi: 10.3390/s20092467

Table 11.

The number of gestures recognized (i.e., classes), number of gestures per person in the training set (NGpPT), the number of people who participated in the training (NPT), the number of gestures per person in the evaluation set (NGpPE), the type of gestures recognized, the state of the EMG data used, and the duration of the gestures (DG).

ID SPS Classes NGpPT NPT NGpPE TGR StEMG DG (s)
SPS 1 4 20 13 20 Static NI 5
SPS 2 5 25 10 150 Static NI STG
SPS 3 6 300 1 300 Static Steady and Transient 4
SPS 4 8 * NI NI NI Static NI NI
SPS 5 9 * 90 5 NI Static NI NI
SPS 6 13 * 65 8 65 Static NI 4
SPS 7 5 25 14 25 Static NI NI
SPS 8 5 25 10 150 Static NI STG
SPS 9 5 25 10 150 Static NI STG
SPS 10 3 * 15 1 NI Static NI NI
SPS 11 8 * 80 6 NI Static NI 10
SPS 12 10 NI NI NI Static NI NI
SPS 13 9 NI 17 NI Static NI NI
SPS 14 4 NI NI NI Static NI 1
SPS 15 3 18 3 150 Static NI NI
SPS 16 10 300 4 NI Static Transient STG
SPS 17 17 * 13600 5 1700 Static NI NI
SPS 18 20 NI NI NI Static NI 30
SPS 19 6 NI NI NI Static NI STG
SPS 20 7 * 21 NI NI Static NI 1
SPS 21 13 * 65 8 65 Static NI 4-6
SPS 22 4 NI 20 NI Static NI NI
SPS 23 6 NI 80 NI Static NI NI
SPS 24 6 300 1 300 Static NI NI
SPS 25 26 1040 1 520 Static and Dynamic NI 2
SPS 26 3 NI 4 NI Static NI NI
SPS 27 7 * NI 4 NI Static NI NI
SPS 28 6 * 18 9 42 Static Steady 3
SPS 29 4 NI NI NI Static NI NI
SPS 30 3 * NI 1 NI Static NI NI
SPS 31 6 * 54 5 36 Static NI 5-6
SPS 32 8 NI 10 NI Static NI 5
SPS 33 10 500 6 1800 Static NI STG
SPS 34 7 * 28 19 84 Static NI 0.95
SPS 35 5 250 50 250 Static NI STG
SPS 36 6 * 30 10 150 Static NI STG
SPS 37 5 * 20 6 10 Static NI 5
SPS 38 2 * NI 5 NI Static NI NI
SPS 39 5 40 5 160 Static NI 4
SPS 40 9 * 90 10 90 Static Steady 5
SPS 41 9 * 540 3 540 Static Steady 3
SPS 42 6 NI 8 NI Static NI 5
SPS 43 8 NI NI NI Static Steady and Transient 5
SPS 44 6 * 180 1 150 Static NI NI
SPS 45 47 94 5 47 NI Steady 6
SPS 46 7 * NI 17 NI Static NI 20
SPS 47 9 NI 1 NI Static NI 10
SPS 48 6 * NI 4 150 Static Transient STG
SPS 49 4 40 7 100 Static NI NI
SPS 50 5 510 NI NI Static NI NI
SPS 51 8 * 528 1 176 Static NI 2
SPS 52 7 * 56 6 48 Static NI 5
SPS 53 9 450 20 450 Static NI 1
SPS 54 9 * 250 NI 60 Static NI 5
SPS 55 13 NI 10 NI Static Steady 6
SPS 56 5 25 12 150 Static NI 2 (training), and 5 (testing)
SPS 57 5 * 10 9 48 Static NI 3
SPS 58 7 * 28 10 144 Static NI 2
SPS 59 14 56 10 84 Static NI 7
SPS 60 11 * 33 10 6 Static NI 3
SPS 61 5 * 75 10 72 Static Steady 4
SPS 62 9 * 32 10 48 Static NI 12
SPS 63 8 32 4 40 Static NI 3
SPS 64 5 * 40 11 270 Static ni 3
SPS 65 7 * 21 11 48 Static Steady and Transient 3

NI: Not indicated; *: Including the rest gesture; NGpPT: Number of Gestures per Person in the Training set; NPT: Number of People Who Participated in the Evaluation; NGpPE: Number of Gestures per Person in the Evaluation set; TGR: Type of Gestures Recognized; StEMG: State of the EMG; DG: Duration of the Gestures; STG: Short-Term Gesture.