Volitional EMG controller for a powered knee prosthesis
Disclosed are prosthetic systems comprising a powered knee upper leg prosthesis and a volitional controller configured to provide control of the prosthesis to the user. The prosthetic system may be configured to enable a user to climb a set of stairs. The prosthetic system may be activated by the activation of an EMG signal source, such as the biceps femoris muscle of the upper leg. The volitional controller of the prosthetic system may be further configured to receive a ground state signal and/or an IMU signal to determine a target knee torque for operating the powered knee of the prosthesis.
1 . A volitional controller for a powered knee prosthesis, comprising:
one or more processors; and
one or more hardware storage devices having instructions stored thereon that are executable by the one or more processors to cause the volitional controller to at least:
receive an electromyography (EMG) signal from a single EMG sensor source;
receive a ground state signal from a ground reaction force (GRF) sensor;
determine a target knee torque based on the received EMG signal and ground state signal; and
output a knee torque signal for controlling a powered knee joint of a powered knee prosthesis,
wherein the target knee torque comprises a flexion torque component and an extension torque component, wherein:
the flexion torque component comprises a flexion ground gain and a flexion thigh gain and wherein both the flexion ground gain and the flexion thigh gain are continuously variable between a lower threshold and an upper threshold; and/or
the extension torque component comprises an extension ground gain and an extension knee gain and wherein both the extension ground gain and the extension knee gain are continuously variable between a lower threshold and an upper threshold.
2 . The volitional controller of claim 1 ,
wherein when the ground state signal indicates that the prosthesis is off the ground, the EMG signal is mapped to a knee torque signal exhibiting flexion torque, and
wherein when the ground state signal indicates that the prosthesis is on the ground, the EMG signal is mapped to a knee torque signal exhibiting extension torque.
3 . The volitional controller of claim 1 , wherein transition of the knee torque signal between flexion torque and extension torque is continuous.
4 . The volitional controller of claim 1 , wherein the EMG sensor source is a biceps femoris muscle.
5 . The volitional controller of claim 1 , wherein the instructions further cause the volitional controller to receive an inertial measurement unit (IMU) signal from an IMU sensor.
6 . The volitional controller of claim 5 , wherein determining the target knee torque is further based on the IMU signal.
7 . The volitional controller of claim 5 , wherein the IMU signal is used to determine a thigh angle and/or a knee angle.
8 . The volitional controller of claim 1 , wherein determining the target knee torque further comprises one or more damping components.
9 . A powered knee and prosthetic leg system configured to provide volitional control to a user, the system comprising:
a powered knee prosthesis; and
the controller of claim 1 .
10 . The powered knee and prosthetic leg system of claim 9 , wherein the powered knee prosthesis comprises:
a pylon having a proximal and a distal end;
a prosthetic foot connected to the distal end of the pylon;
a powered knee joint connected to the proximal end of the pylon; and
a socket configured to receive a residual limb of a user, wherein the socket is connected to the powered knee joint.
11 . The powered knee and prosthetic leg system of claim 10 , wherein the powered knee prosthesis further comprises an EMG sensor, a GRF sensor, and an IMU sensor.
12 . The powered knee and prosthetic leg system of claim 11 , wherein the IMU sensor is disposed at or near a proximal end of the pylon.
13 . The powered knee and prosthetic leg system of claim 9 , wherein the powered knee and prosthetic leg system is configured to enable a user to ascend stairs in a forwards and backwards orientation.
14 . A method for controlling a powered knee prosthesis, comprising:
receiving an EMG signal from a single EMG sensor source;
receiving a ground state signal from a ground reaction force (GRF) sensor;
determining a target knee torque based on the received EMG signal and ground state signal; and
outputting a knee torque signal for controlling a powered knee joint of a powered knee prosthesis,
wherein determining the target knee torque comprises determining a flexion torque component and an extension torque component, wherein:
the flexion torque component comprises a flexion ground gain and a flexion thigh gain and wherein both the flexion ground gain and the flexion thigh gain are continuously variable between a lower threshold and an upper threshold; and/or
the extension torque component comprises an extension ground gain and an extension knee gain and wherein both the extension ground gain and the extension knee gain are continuously variable between a lower threshold and an upper threshold.
15 . The method of claim 14 ,
wherein when the ground state signal indicates that the powered knee prosthesis is off the ground, the EMG signal is mapped to a knee torque signal exhibiting flexion torque, and
wherein when the ground state signal indicates that the powered knee prosthesis is on the ground, the EMG signal is mapped to a knee torque signal exhibiting extension torque.
16 . The method of claim 14 , further comprising receiving an inertial measurement unit (IMU) signal from an IMU sensor and wherein determining the target knee torque is further based on the IMU signal.
17 . A powered knee and prosthetic leg system configured to provide volitional control to a user, the system comprising:
a powered knee prosthesis including a powered knee joint configured to provide a knee torque; and
a volitional controller, comprising:
one or more processors; and
one or more hardware storage devices having instructions stored thereon that are executable by the one or more processors to cause the volitional controller to at least:
receive an electromyography (EMG) signal from a single EMG sensor source;
receive a ground state signal from a ground reaction force (GRF) sensor;
receive an inertial measurement unit (IMU) signal from an IMU sensor;
determine a target knee torque based on the received EMG signal, ground state signal, and IMU signal; and
output a knee torque signal for controlling the powered knee joint,
wherein the target knee torque comprises a flexion torque component and an extension torque component, wherein:
the flexion torque component comprises a flexion ground gain and a flexion thigh gain and wherein both the flexion ground gain and the flexion thigh gain are continuously variable between a lower threshold and an upper threshold; and/or
the extension torque component comprises an extension ground gain and an extension knee gain and wherein both the extension ground gain and the extension knee gain are continuously variable between a lower threshold and an upper threshold.