Table 12. Comparison of performance with the reported results.
Reference | Number of Activities | Number of Sensors | Classification Accuracy |
---|---|---|---|
[17] | 9 | 3 (wrist, chest, ankle) | 86% |
[23] | 20 | 5 (forearm, wrist, waist, ear, thigh, ankle) | 84% |
[44] | 5 | 1 (chest) | 93% |
[45] | 2 (thigh) | 92% to 95% | |
[41] | 4 | 6 (3 left hip, 3 right hip) | 83% to 90% |
[42] | 12 | 2 (wrist, waist) | 90% |
[43] | 5 | 3 (thigh, hip, wrist) | 84% |
[46] | 5 grouped activities | 2 (wrist, hip) | 88% |
[47] | 14 | 6 (thigh, chest, hip, both wrists, weapon) | 90% |
[48] | 4 | 2 (thigh, trunk) | 90% |
[49] | 8 | 3 (waist, thigh, ankle) | 94% |
This paper | 12 | 3 (chest, wrist, ankle) | 98% |