Table 2.
Cosine similarities for all participants and walking trials. Notice that HASSIST mode presented four synergies with relatively high cosine similarities values, no merged and only one undefined synergy (values in italic).
Walking conditions | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Without exoskeleton | With exoskeleton | |||||||||||
Control modes | ||||||||||||
Participants | NAT | TOT | ADAPT | NEUTRAL | HASSIST | HRESIST | ||||||
R | L | R | L | R | L | R | L | R | L | R | L | |
Synergy 1 | ||||||||||||
P1 | 0.71 | 0.68 | 0.88 | 0.78 | 0.91 | ∼#4 | 0.78 | ∼#4 | 0.94 | 0.92 | 0.78 | ∼#4 |
P2 | 0.76 | 0.81 | 0.73 | ∼#3 | 0.63 | ∼#3 | 0.75 | ∼#4 | 0.85 | 0.81 | 0.8 | 0.69 |
P3 | 0.83 | 0.76 | ∼#4 | ∼#4 | ∼#4 | 0.56 | 0.63 | 0.64 | 0.83 | 0.82 | 0.76 | 0.63 |
Synergy 2 | ||||||||||||
P1 | 0.69 | 0.81 | 0.81 | 0.79 | 0.8 | 0.74 | 0.83 | 0.75 | 0.83 | 0.74 | 0.92 | |
P2 | 0.85 | 0.75 | 0.82 | 0.78 | 0.81 | ∼#4 | 0.8 | 0.92 | 0.9 | 0.91 | 0.94 | 0.85 |
P3 | 0.82 | 0.86 | 0.97 | 0.74 | 0.91 | 0.75 | 0.94 | ∼#4 | 0.84 | 0.81 | 0.92 | 0.83 |
Synergy 3 | ||||||||||||
P1 | 0.87 | 0.67 | ∼#2 | 0.67 | ∼#1 | 0.82 | ∼#4 | 0.79 | 0.78 | 0.77 | ∼#1 | 0.8 |
P2 | 0.91 | 0.92 | 0.96 | 0.92 | 0.94 | 0.87 | 0.9 | 0.91 | 0.95 | 0.95 | 0.88 | 0.93 |
P3 | 0.84 | 0.86 | 0.85 | 0.92 | 0.94 | 0.87 | 0.84 | 0.91 | 0.89 | 0.88 | 0.83 | 0.87 |
Synergy 4 | ||||||||||||
P1 | 0.94 | 0.82 | 0.91 | 0.8 | 0.81 | 0.8 | 0.9 | 0.87 | 0.8 | 0.68 | ||
P2 | 0.69 | 0.86 | 0.68 | 0.7 | 0.87 | 0.87 | 0.92 | 0.93 | 0.89 | 0.88 | ||
P3 | 0.86 | 0.84 | 0.88 | 0.85 | 0.78 | 0.71 | 0.87 | 0.78 | 0.77 | 0.84 | ||
UD Synergy | ||||||||||||
P1 | X | X | X | X | X | X | X | |||||
P2 | X | XX | X | X | ||||||||
P3 | X | X | X | X | X | X | X | X |
∼#X = synergy merged with synergy number X.