Patent ID: 11957605
Assignee: CIONIC, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC A  G | IPC A  G

Claim 18:
19. A mobility improvement system comprising a non-transitory computer-readable storage medium storing instructions for execution and a hardware processor configured to execute the instructions, the instructions, when executed, cause the hardware processor to perform steps comprising:
collecting a first set of motor intent data of one or more users from a database;
labeling the first set of motor intent data with an intent label representative of intended motion characterized by the first set of motor intent data;
creating a first training set based on the labeled first set of motor intent data;
training a machine learning model using the first training set, the machine learning model configured to output, based on monitored motor intent data, a movement prediction corresponding to likely motion characterized by the monitored motor intent data;
creating a second training set based on the movement prediction and a second set of motor intent data representative of movement signals of a target user; and
re-training the machine learning model using the second training set such that the machine learning model is optimized to motions of the target user.