Table A.4.
Device-free HAR
| C1 | C2 | C3 | C4 | C5 | C6 | C7 | C8 | |
|---|---|---|---|---|---|---|---|---|
| Data source | Activities | Datasets | Subs | Scenarios | # Actions | Accuracy | CIT* | |
| R1 | TL-WDR6500 AP Tx and Intel 5300 NIC card RP Rx | 10 daily activities | Proprietary dataset | 6 volunteers (3 male, 3 female) | Meeting room and lab room | 4400 | 94.20% | Yan et al. (2020) |
| R2 | Intel 5300 NIC | 27 multi variation activities, Gaits: walk 10 m of volunteers | Proprietary dataset | 5 volunteers (multi variation activities), 10 volunteers (of 10 walk gait data) | Lab environment | 50 groups data for each volunteer | 95% | Fei et al. (2020) |
| R3 | Intel 5300 NIC | 8 activities divided into 2 groups: torso based and gesture based | Proprietary dataset | Test model performance for 6 volunteers’ data | Training in lab while testing in big hall, apartment and small office | 5760 | 96% | Wang et al. (2019d) |
NIC network interface card, Tx transmitter, Rx receiver, M male, F female
*CIT citation