FIELD: medicine.
SUBSTANCE: method of intelligent bionic limb control contains the stages of: receiving at least one EMG signal of the patient via myoelectric reader; processing at least one EMG signal of the patient via a non-overlapping segmentation of EMG signal; for each segment, obtained in the previous step, forming the set of features of EMG signal based on the amplitude of the EMG signal for classify gestures; transmitting the set of features of EMG signal of each segment on the data channel to the intelligent bionic limb control system; determining a gesture type based on sets of features of EMG signal through the use of an artificial neural network; forming a control signal based on the determined type of gesture; and transmitting the generated control signal to the motors driving the fingers of bionic limbs; receiving feedback from the intelligent bionic limb control system by retrieving information from external sensors.
EFFECT: invention allows to increase the accuracy of positioning and making decisions about capturing an object.
13 cl, 13 dwg
Title | Year | Author | Number |
---|---|---|---|
METHOD AND SYSTEM FOR CONTROLLING ELECTRONIC DEVICES BY ELECTROMYOGRAPHIC READING DEVICE | 2017 |
|
RU2683859C1 |
METHOD FOR DECIPHERING ELECTROMYOSIGNALS AND APPARATUS FOR IMPLEMENTATION THEREOF | 2020 |
|
RU2762775C1 |
METHOD FOR FORMING A PHANTOM HAND MAP IN PATIENTS WITH UPPER LIMB AMPUTATION BASED ON NEUROPLASTICITY ACTIVATION | 2021 |
|
RU2766044C1 |
METHOD AND COMPLEX FOR BIONIC CONTROL OF TECHNICAL APPARATUSES | 2020 |
|
RU2756162C1 |
METHOD FOR FORMING BRAIN-COMPUTER CONTROL SYSTEM | 2019 |
|
RU2704497C1 |
METHOD AND SYSTEM FOR BIONIC CONTROL OF ROBOTIC DEVICES | 2020 |
|
RU2759310C1 |
METHOD OF SELECTING SEQUENCE OF SIGNALS FOR CONTROLLING ACTUATOR WITHOUT FEEDBACK | 2023 |
|
RU2826280C1 |
SYSTEM AND METHOD OF GENERATING CONTROL COMMANDS BASED ON OPERATOR BIOELECTRIC DATA | 2018 |
|
RU2738197C2 |
IMAGE CAPTURING EQUIPMENT AND CONTROL METHOD FOR IT | 2018 |
|
RU2762998C2 |
SYSTEM FOR PROVISION OF SAFETY FOR PORTABLE WEAPONS | 2019 |
|
RU2790188C1 |
Authors
Dates
2017-11-14—Published
2016-12-14—Filed