Table 3.
EMG-based HMIs.
| Authors [Reference] | Kind of Biopotential | Target | Field |
|---|---|---|---|
| Eisenberg et al. [53] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Tavakoli et al. [54] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Bai et al. [87] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Cao et al. [88] | sEMG | Prosthetic Control | Assistance |
| Benatti et al. [89] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Ulloa et al. [90] | sEMG | Prosthetic Control | Assistance |
| Polisiero et al. [91] | sEMG | Prosthetic Control | Assistance |
| Gailey et al. [92] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Bernardino et al. [93] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Zhao et al. [94] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Carrozza et al. [95] | sEMG | Prosthetic Control | Assistance |
| Jiang et al. [96] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Brunelli et al. [97] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Shair et al. [98] | sEMG | Prosthetic Control | Assistance |
| Khushaba et al. [99] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Kamavuako et al. [100] | imEMG | Prosthetic Control | Assistance |
| Dewald et al. [101] | imEMG | Gesture Recognition, Prosthetic Control, Virtual Reality Control | Assistance |
| Al-Timemy et al. [102] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Zhang et al. [103] | sEMG | Prosthetic Control | Assistance |
| Dalley et al. [104] | sEMG | Prosthetic Control | Assistance |
| Russo et al. [105] | sEMG | Gesture Recognition, Prosthetic Control | Assistance |
| Stepp et al. [106] | sEMG | Prosthetic Control | Rehabilitation |
| Visconti et al. [107] | sEMG | Gesture Recognition, Prosthetic Control, Robotic Control, Smart Environment Control, Virtual Reality Control |
Assistance, Rehabilitation |
| Lu and Zhou [108] | sEMG | Smart Environment Control | Assistance |
| Kumar et al. [109] | sEMG | Robotic Control | Assistance |
| Kalani et al. [110] | sEMG | Robotic Control | Rehabilitation |
| Alibhai et al. [39] | sEMG | Gesture Recognition, Robotic Control | Assistance |
| Fall et al. [37] | sEMG | Robotic Control | Assistance |
| Song et al. [40] | sEMG | Gesture Recognition, Robotic Control | Assistance |
| Laksono et al. [38] | sEMG | Robotic Control | Assistance |
| Xu et al. [41] | sEMG | Robotic Control | Assistance |
| Zhang et al. [111] | sEMG | Robotic Control | Assistance |
| Hamedi et al. [112] | sEMG | Gesture Recognition | Assistance, Rehabilitation |
| Wege and Zimmermann [113] | sEMG | Robotic Control | Rehabilitation |
| Ho et al. [114] | sEMG | Robotic Control | Rehabilitation |
| Loconsole et al. [115] | sEMG | Robotic Control | Rehabilitation |
| Hussain et al. [116] | sEMG | Gesture Recognition, Robotic Control | Assistance |
| Abdallah et al. [117] | sEMG | Robotic Control | Rehabilitation |
| Secciani et al. [118] | sEMG | Robotic Control | Assistance |
| Song et al. [119] | sEMG | Robotic Control | Rehabilitation |
| Liu et al. [120] | sEMG | Robotic Control | Rehabilitation |
| Cai et al. [121] | sEMG | Robotic Control | Rehabilitation |
| Yin et al. [122] | sEMG | Robotic Control | Rehabilitation |
| Tang et al. [123] | sEMG | Robotic Control | Rehabilitation |
| Lu et al. [124] | sEMG | Robotic Control | Rehabilitation |
| Gui et al. [125] | sEMG | Robotic Control | Rehabilitation |
| La Scaleia et al. [126] | sEMG | Robotic Control, Virtual Reality Control | Assistance, Rehabilitation |
| Lyu et al. [127] | sEMG | Robotic Control | Rehabilitation |