Patent Description:
Prosthetic liners are arranged to fit a residual limb and serve as a soft interface between the residual limb and a rigid prosthetic socket. As no residual limb is the same, there are challenges in effectively and intimately fitting a liner during use. These challenges relate to comfort, fit, and function, and include durability, moisture control, residual limb volume fluctuations, temperature, and migration or pistoning of the liner during use.

A prosthetic liner typically has a tubular and conical shape, with a first or proximal end being open-ended and a second or distal end being closed-ended. These liners are typically made from a layer of air-impermeable elastomeric material and may include a reinforcement layer intermediate between the inner and outer surfaces of the body portion of the liner or externally thereof to provide resistance against the axial elongation of the elastomer constituting the liner body. Such reinforcement typically does not restrict radial distension or stretching of the liner body. A textile cover may be on the outer surface of the liner and adjacent or layered relative to the layer of elastomeric material.

Prosthetic liners formed from elastomeric materials have been described in prior patents, such as, for example, <CIT>; <CIT>; <CIT>; and <CIT>. Elastomeric liners are used to cushion a post-operative stump or residual limb regarding a prosthesis installed over the residual limb and coupled to the socket by a locking element described in <CIT>. The suspension of the prosthesis occurs due to the suction of the liner against the residual limb.

It is desirable in such liners that they conform closely with the residual limb, accommodate all surface contours and sub-surface bone elements of the residual limb and provide a comfortable cushion between the residual limb and the hard socket of the prosthesis to be fitted over the residual limb.

Muscles may generate electrical impulses known as electromyographic (EMG) signals, which may be detected and amplified. An electrode interface or assembly can extract myoelectric signals and communicate user intention. For example, the electrode interface may be combined with a prosthetic liner and socket to extract myoelectric signals from amputees' residual limb and communicate intended movements.

Prosthetic devices perform well during stereotypic and cyclical activities such as walking and stair climbing. Still, they have difficulty detecting the user's intent to move his leg in other scenarios, such as rapidly moving between activities, walking in confined spaces, and during many non-cyclical activities during daily life. A potential solution is the addition of EMG signals to detect the user's intended movement.

Electrical signals can be transmitted between the residual limb and the outside of the prosthetic liner and socket. The EMG signals may be measured from the skin of the residual limb to control the prosthesis's function. The electrode interface can be arranged to detect muscle contraction signals at predetermined locations on the residual limb. Such signals can be recorded through various activities to provide beneficial information to improve prosthetic device control, such as operating a powered prosthetic knee, ankle, or foot. Such output from the electrical signals can be used to determine balance, the change of terrain or activities, and move the prosthesis at will without ambulation and/or other movement.

No EMG-controlled lower limb prostheses are commercially available to patients in the market, and limited studies exist on the usability and benefit of EMG control for lower limb prostheses. The lack of EMG control is partly due to the difficulty in obtaining robust EMG signals for control from the residual limb of amputees due to the user's prosthetic interface, which traditionally consists of the soft prosthetic liner and the rigid socket.

There is a difficulty in effectively providing an interface that accommodates the different structures of the prosthetic liner and rigid socket, as well as the material thickness, to interface with the skin of the residual limb while permitting access from outside the prosthetic assembly. In addition, as the prosthetic liner has an elastomeric configuration and the socket is rigid, stresses are caused between these structures and exert loads on an electrode assembly that typically extends through the thickness of the prosthetic liner and the rigid socket. Document <CIT> discloses an array of metallic electrodes through the liner, to accommodate configurations of contacts from different devices.

High pressure and movement within the socket can cause difficulty in obtaining useful signals and produce noise and artifacts in EMG. The risk of skin damage to the residual limb is also a concern and places strict requirements on the design of the EMG system. Traditionally, the EMG recording electrodes have rigid components or long wires that are difficult to place within the soft liner and rigid socket without compromising user comfort and socket suspension. Documents <CIT> discloses integration of conductive materials in textile liner, along a limb for directing signals from to a processing board. A similar layout is shown in document <CIT>, which discloses the preamble of claim <NUM>, with a gel liner. On the other hand, document <CIT> discloses elongated portions extending over liner and socket to connect to an external device. Document <CIT> also shows long conductive paths embedded in clothes such as a T-shirt, however there are also electrode assemblies including a metal screw and nut.

Because of the foregoing discussion, there is a need for an electrode interface that is useable in combination with a soft prosthetic liner and a rigid socket, and effectively transmits EMG signals for adapting the prosthetic assembly.

Because of the problems encountered in known EMG interface systems in prosthetic assemblies, an electrode interface allows for effective EMG recording from within an existing soft prosthetic liner through a rigid socket during daily activities without compromising user comfort and socket suspension.

According to an embodiment of the disclosure, a stretchable conductive textile is used as an EMG electrode and an electrical conduit to transfer an electrical potential from the skin's surface along with a residual limb interior of the liner to the exterior of the liner. An EMG dome electrode may be embedded in the socket to provide electrical contact with the conductive textile and relay EMG signals to an EMG amplifier.

According to an embodiment of the electrode, the stretchable conductive textile includes portions corresponding to the interior and exterior sides of the prosthetic liner, with connecting portions to the interior and exterior portions. The interior portion is adapted to contact the skin of a residual limb and extends along the interior surface of the liner. The exterior portion is arranged to extend along the exterior surface of the liner for contact with the EMG dome connected to the socket.

The socket of the prosthetic assembly may be configured with the dome electrodes to conduct an electrical potential from the muscle of the residual limb through the prosthetic liner to the socket. The dome electrodes coincide with the exterior portion of the electrode. The exterior portion may be configured and dimensioned to enable sufficient surface area to allow for the liner and socket misplacement due to pistoning, rotations, or residual limb volume changes during the prosthetic assembly's use. In addition, the dome electrodes may be electrically connected to the amplifier via shielded wires to reduce electrical noise that may be picked up on the analog channels.

The prosthetic liner is preferably adapted with the interior portion of the electrode covering a predetermined surface area of the interior surface of the prosthetic liner, with at least one connecting portion extending through the thickness of the prosthetic liner to the exterior portion located along the exterior surface of the liner. Both the interior and exterior portions are preferably flush with the interior and exterior surfaces of the prosthetic liner so as not to raise any pressure points along with the prosthetic liner, either between the liner and the skin of the residual limb or between the liner and the socket.

The electrode may define the first and second connecting portions in a preferred embodiment. The first connecting portion is located between the interior and exterior portions, and the second connecting portion extends past the interior portion on an opposite side of the first connecting portion. For example, the second connecting portion may fold underneath the exterior portion or extend along the exterior surface of the liner outside the exterior portion of the electrode.

The prosthetic liner may be provided with at least two electrodes arranged in a predetermined configuration to obtain at least two EMG signals. The interior surface of the liner may be defined by an elastomeric material, whereas a textile cover may define the exterior surface of the liner. However, such electrode may be adapted according to different configurations of the liner and material compositions forming the interior and exterior surfaces of the liner.

According to a method of using the electrode interface in the prosthetic assembly, a user dons the EMG liner by rolling it onto the residual limb and then steps into the socket with embedded dome electrodes. The EMG recording system will measure the muscle activity within the liner through the textile electrodes during daily activities and send EMG activity to the relevant prosthesis.

From the embodiments and methods described according to the disclosure, the electrode interface offers soft and <NUM>-D stretchable electrodes to increase comfort while balancing the sufficiency of electrical signals. As the electrode may be formed from a stretchable conductive textile, the solution offers an effective means of mounting electrodes in a soft prosthetic liner without compromising the efficacy and comfort of the prosthetic liner. Such a solution offers EMG recording while wearing a soft liner and a prosthetic socket, improving suspension and possibly reducing motion artifacts.

While a lower limb prosthetic assembly with a rigid socket is used in an exemplary embodiment, the electrode interface may be used for both upper limb and lower limb prosthesis.

Given the flexibility in selecting the textile-based electrodes' sizing and configuration, it is possible to configure and dimension the portions to allow for misplacement of the electrode when donning the liner. Such configuration may involve making the exterior portion larger than the interior portion or otherwise dissimilar in shape to account for pistoning/rotation/volume changes/misplacement while donning the socket.

As an advantage to the textile-based electrode, the shortest electrical connection, via configuration and dimensioning of the connecting portions, from the skin to the electronics located outside the socket can reduce possible noise pickup.

The electrode interface is not limited to a particular type of prosthetic liner but can be adapted in prosthetic liners of different material compositions and suspension types, including sealing liners, pin-based liners, socket shape and type, and prosthetic systems such as vacuum prosthetic liner and socket systems. Indeed, off-the-shelf liners may be adapted with the electrode interface, resulting in minimal modification to account for a user's individual needs.

When a user with an EMG-controlled prosthetic device dons the prosthesis, the user cannot turn on the prosthetic device before donning the prosthesis. Otherwise, the prosthetic device will be controlled with unreliable and noisy EMG signals and cause damage to the device, user, or the environment. The same goes for when the user doffs the prosthesis; the user must first turn off the device before doffing.

A donning and doffing system, according to the disclosure, solves these problems by identifying when the user has donned the prosthesis, and therefore EMG signals can be used to control the prosthetic device. Unreliable and noisy EMG signals can also occur when the socket fit is too loose, and the donning and doffing system will help identify and possibly reduce unwanted prosthetic movements. The donning and doffing system will also help determine when the EMG recording system can hibernate and save battery power. If the prosthetic device only relies on EMG activity for control, then the prosthetic device can hibernate and save energy.

According to another aspect of the disclosure, residual muscle activity is believed to provide information on the intent of the user to move his leg. Thus, by recording EMG signals through various activities, beneficial information is provided to improve prosthetic device control. The lack of EMG control in lower extremity prostheses is in part due to the difficulty in obtaining robust EMG signals for control from the stump of amputees. High pressures and movement within the socket cause difficulty in obtaining useful signals and can produce noise and artifacts in EMG. Tracking EMG control signals reduces unwanted motion artifacts during use and creates additional control signals for bionic prosthetics. The tracking of the EMG control signal allows the user to voluntary control the prosthesis and provides the user's intent.

Current bionic prostheses rely mostly on mechanical sensors (IMU, load cells, etc.) to know the user's intent by capturing the user's movement as input into the prosthetic state machine, which ultimately creates the prosthetic movement. The embodiments described herein enable the user to provide the bionic prosthesis with an additional control signal to move the prosthesis according to the user's intent without needing a limb movement.

Specifically, the tracking system defines an EMG recording system with an IMU that measures EMG signals and inertial signals from the residual limb. The EMG Error Checker uses EMG values and the acceleration jerk magnitudes to identify and remove motion artifacts in the EMG signals.

These and other features, aspects, and advantages of the present disclosure will help better understand the following description, appended claims, and accompanying drawings.

In the various figures, similar elements are provided with similar reference numbers. The drawing figures are not drawn to scale or proportion but instead are drawn to understand the components better and are not intended to be limiting in scope but rather provide exemplary illustrations.

A better understanding of different embodiments of the disclosure may be had from the following description read with the accompanying drawings in which reference characters refer to like elements.

While the disclosure is susceptible to various modifications and alternative constructions, certain illustrative embodiments are in the drawings described below. It should be understood, however, that there is no intention to limit the disclosure to the embodiments disclosed, but on the contrary, the intention covers all modifications, alternative constructions and combinations falling within the scope of the disclosure.

It will be understood that unless a term is defined in this disclosure to possess a described meaning, there is no intent to limit the meaning of such term, either expressly or indirectly, beyond its plain or ordinary meaning.

<FIG> is an exemplary embodiment of prosthetic assembly <NUM> for a transtibial prosthesis. The prosthetic assembly <NUM> includes a prosthetic liner <NUM> adapted to envelop a distal end of a residual limb. The prosthetic liner <NUM> is received by a rigid socket <NUM>, including a release valve <NUM>. As readily understood by the skilled artisan in prosthetics, an example of a method for making a socket is described in <CIT>. The prosthetic liner <NUM> includes a seal component <NUM>, an example described in <CIT>, and <CIT>.

The prosthetic assembly <NUM> includes an electrode interface <NUM> that communicates from the interior of the prosthetic assembly or interior surface of the prosthetic liner <NUM> to the exterior of the prosthetic assembly <NUM> and exterior of the socket <NUM>.

The socket <NUM> is connected to a prosthetic device, such as the depicted pylon <NUM>. The pylon <NUM> is considered exemplary as the socket <NUM> may secure to other prosthetic devices such as a mechanical or powered knee in a transfemoral prosthetic assembly, or via the pylon to a prosthetic foot <NUM> and/or to a prosthetic foot <NUM> via a powered prosthetic ankle <NUM>.

<FIG> shows an exemplary electrode <NUM> according to an embodiment of the disclosure. The electrode <NUM> may be a conductive textile-based electrode having flexibility and is capable of being applied to a prosthetic liner, as will be shown in subsequent embodiments. The textile-based electrode may be a silver-plated knitted fabric, for example, <NUM>% Polyamide + <NUM>% Elastomer and <NUM>% pure silver plated. The textile-based electrode may be selected for bidirectional stretch with low surface resistivity and small thickness so as not to create any pressure points. An exemplary textile-based electrode is Shieldex Technik-tex P130+B, provided by Statex Produktions- und Vertriebs GmbH of Bremen, Germany.

The electrode <NUM> includes a first exterior portion <NUM>, thereby adapted to the exterior surface or side of the prosthetic liner and arranged to be adjacent to an interior surface of the socket. The first exterior portion <NUM> is followed by a first connecting portion <NUM> connecting to an interior portion <NUM> adapted to the interior surface or side of the liner and arranged to be adjacent to the skin of a residual limb when the prosthetic liner is donned. A second connecting portion <NUM> links the interior portion <NUM> to a second exterior portion <NUM>, adapted to the prosthetic liner's exterior surface and arranged adjacent to an interior surface of the socket.

The first and second exterior portions <NUM> and <NUM> may be configured and dimensioned according to the degree of contact desired with corresponding dome electrodes placed about the socket, as shown and discussed in connection with <FIG>. For example, the first exterior portion <NUM> may serve a purpose, at least in part of securing the electrode <NUM> to a liner. In contrast, the second exterior portion <NUM>, while also serving in part to secure the electrode to the liner, is configured and dimensioned larger with greater surface area to accommodate possible movement between the liner and socket. In the exemplary depiction, the second exterior portion <NUM> is round and has a considerably greater surface area than the first exterior portion <NUM>. The large circular shape of the second exterior portion <NUM> on the outside of the liner allows for misplacement of the liner and socket due to pistoning, rotations, or limb volume changes.

The larger diameter or size of the second exterior portion <NUM> may be chosen to an ideal size of <NUM> to <NUM>, and more preferably about <NUM> to allow for misalignment, pistoning, and rotation in a transfemoral prosthetic liner. Alternatively, for a transtibial prosthetic liner, the second exterior portion <NUM> may be chosen to be of smaller size, such as between <NUM> to <NUM>, and more preferably about <NUM>, since there is less soft-tissue at a residual limb to cause misalignment. Therefore, the electrode may be adapted to different sizes depending on the prosthetic liner type and the size of an individual residual limb (larger versus smaller).

The interior portion <NUM> may possess an elongated configuration, thereby being longer than wider and configured and dimensioned to sufficiently and consistently enable effective and successful EMG signals to be obtained. The connecting portions may be sized and configured to a width or standard width of a prosthetic liner, so the interior portion and the exterior portions are flush with the interior and exterior surfaces, respectively, of the prosthetic liner without protruding or significantly protruding beyond the interior and exterior surfaces of the prosthetic liner to create pressure points.

<FIG> illustrate a variation <NUM> of the textile-based electrode of <FIG>. A liner <NUM> having a thickness of t and a textile layer <NUM> extends along an outer side <NUM> of the liner <NUM>. The liner <NUM> defines an inner side <NUM> along which a (an inner) conductive textile segment <NUM> extends. A textile segment <NUM> may extend below the inner side <NUM> and adjacent to the textile layer <NUM>. A connective yarn <NUM> connects the conductive textile segment <NUM> to a (an outer) conductive textile segment <NUM> on the outer side <NUM>. A silicone adhesive <NUM> extends about the conductive textile segment <NUM>.

The silicone adhesive <NUM> (such as MEDx-<NUM> from NuSil Technology LLC of Carpinteria, CA) is heat cured to securely integrate the conductive textile segment <NUM> onto the inner side of the liner <NUM>. The silicone adhesive <NUM> extends around edges <NUM> of the conductive textile segment <NUM>, which may include a border <NUM>, and exposes only the electrode (conductive textile) <NUM> where intended. The silicone adhesive <NUM> and the electrode <NUM> stretch with the liner and create a robust solution. The conductive yarn <NUM> is sewn in the textile segment <NUM> located beneath the electrode <NUM>, and the yarn <NUM> is pulled through the liner and sewn into the conductive pad <NUM> along the textile layer <NUM> of the liner <NUM>, which is then later glued to the textile layer. The textile segment <NUM> beneath the conductive textile segment <NUM> can be conductive or not. The conductive yarn <NUM>, therefore electrically connects the interior side <NUM> and the exterior side <NUM> through a single point.

<FIG> illustrate another variation <NUM> of the textile-based electrode of <FIG>, specifically by securing a (an inner) conductive textile segment <NUM> to a liner <NUM> with a silicone adhesive sheet <NUM>. The conductive textile segment <NUM> is securely fastened to the inner side <NUM> of the liner <NUM> using a primer. An adhesive sheet, such as a silicone sheet <NUM> having part name R1-<NUM>-<NUM> from NuSil Technology, on the conductive textile segment <NUM>, and subsequently pressing them together. The conductive textile segment <NUM> may be cut to a shape, as shown by the circle, although other shapes are possible.

The conductive textile segment <NUM> adheres to the silicone sheet <NUM>, and they are placed on the desired location on the inner side <NUM> of the liner <NUM>, with suitable pressure and/or heat to accelerate curing of the silicone sheet <NUM> to the inner side <NUM> of the liner, which is preferably formed from a silicone material. A conductive thread <NUM> is threaded through the conductive textile segment <NUM> and through a thickness t of the liner <NUM> to the outer side <NUM> of the liner <NUM> to make an electrical connection between the (inner) conductive textile segment <NUM> to a (an outer) conductive textile segment <NUM>.

The conductive textile segment <NUM> may adhere to a textile layer <NUM> extending along or defining the outer side <NUM> of the liner by an adhesive <NUM>. As shown, the inner conductive textile segment <NUM> may be sized differently from the outer conductive textile segment <NUM>, in part so the outer conductive textile segment <NUM> can have a width or surface area w1 sufficiently large to a corresponding electrode on a socket when the inner conductive textile segment <NUM> has a width w2 or surface area smaller due to a lower need for greater surface area.

<FIG> shows the liner <NUM> located within the socket <NUM>, and the dome electrodes <NUM> in correspondence or generally in correspondence with at least the second exterior portions <NUM> to obtain signals from the interior of the liner against the skin of the residual limb. The dome electrodes <NUM> are electrically connected to an amplifier (not shown) via shielded wires <NUM> to reduce electrical noise that may be picked up on analog channels.

An example of dome electrodes may be remote electrodes manufactured by Össur hf of Reykjavik, Iceland, and found in its Prosthetic Solutions Catalog, Upper Extremity <NUM> Catalog. These electrodes may be but are not limited to gold-plated domes for obtaining an improved EMG signal. The electrodes may operate at <NUM> or <NUM> and have <NUM> diameter electrode domes. Due to their size and configuration, the dome electrodes may offer improved comfort within the socket as they can closely follow the contours of a residual limb. An O-ring or gasket may be placed between the dome electrodes to maintain a vacuum in a socket between the prosthetic liner and the socket.

<FIG> illustrates that at least one pair of electrodes <NUM> for differential measurement must be located above or close to a designated muscle that is to be recorded from. A ground electrode may also be included and optimally, at least one electrode for each muscle and between the two differential electrodes. Exemplary muscles include the tibialis and gastric medialis for transtibial amputees and the quadriceps and hamstrings for transfemoral amputees.

As shown in <FIG>, the dome electrodes <NUM> preferably extend through a thickness ts of the socket so that at least an interior portion <NUM> corresponds with the second exterior portion <NUM> of the electrode <NUM>. An exterior portion <NUM> of the dome electrode <NUM> is arranged to communicate or transmit signals to electronics to gather and read the EMG signals obtained from the skin S of the residual limb.

<FIG> also exemplifies the electrode <NUM> as extending through a thickness t<NUM> of the liner <NUM>, and the liner's interior surface IL directly adjacent to the residual limb's skin S, and the exterior surface EL directly adjacent to the interior surface Is of the socket <NUM>.

<FIG> shows a variation of an electrode interface <NUM>. In this embodiment, the connecting portion <NUM> is a conductive rubber communicating the interior portion <NUM> to the exterior portion <NUM>. The exterior portion <NUM> may comprise a conductive textile <NUM>, which is generally flush with a textile cover <NUM> of the liner <NUM>.

<FIG> illustrates another variation of an electrode interface <NUM>. In this embodiment, the interior portion <NUM> is a conductive rubber, textile, gel or sponge. The connecting portion <NUM> is a conductive gel, which extends to the exterior portion <NUM>, which may be a conductive textile or other conducting material extending along the exterior surface of the liner.

<FIG> depicts yet another variation of an electrode interface <NUM>. The electrode interface <NUM>, such as a printed circuit board (PCB), includes an internal array of electrodes <NUM> disposed along the interior surface of the liner <NUM>. The electrode array <NUM> is connected to springs or conductive threads <NUM> that couple to an external array of electrodes <NUM> disposed along an exterior surface of the line. The socket <NUM> includes a pin array <NUM> adapted to correspond to the exterior electrode array <NUM>. Various corresponding magnets <NUM>, <NUM>, <NUM>, and <NUM> are located about the pin array <NUM> and the external electrode array <NUM> for lining them up to one another. A printed circuit board <NUM> communicates to the pin array <NUM> for obtaining a transmission of electrode signals.

Metal electrodes may be on the PCB, and the PCB is preferably flexible. A single PCB may be provided for all electrodes to measure one muscle or a designated muscle group.

In any of the foregoing electrode interface embodiments, they are arranged to be adapted to an off-the-shelf or custom liner, such that the liner is not manufactured with the electrode interface. Rather, the electrode interface is an optional component that can retrofit an already manufactured prosthetic liner, or may be integrated into a custom prosthetic liner or a prosthetic liner, as in <CIT>.

According to variations of any of the embodiments above, the conductive textile electrode can be in various sizes and shapes for larger or smaller muscles. In a variation, the liner electrodes are integrated along the interior surface, and conductive tracks are provided, which extend proximally to a connector at a proximal or distal end of the liner. Alternatively or additionally, conductive tracks may extend distally to the liner's distal pin connector or a magnetic connector at the distal end of the prosthetic socket. Other alternatives include electrodes that are single-use or permanently fixed in the liner or comprise conductive ink printed onto the liner to create electrodes.

Various other configurations are possible in connecting electrodes along an interior surface of the liner, such as extending through punched holes through a thickness of the liner. Liner electrodes may be embedded in a sock or sweat sock and used in conjunction with the EMG liner to improve socket fit, either underneath or outside the liner.

As shown above, the electrodes must not necessarily be derived from a textile-based electrode, but various portions of the liner electrodes may be composed of conductive silicone. For example, the liner electrodes may be composed of a conductive silicone/rubber glued to the inside, conductive textile glued to the outside textile of the liner, and the conductive material in between can be rubber, gel, sponge, foam, or any soft or flexible or compressible material that is conductive or covered with a conductive material. Alternatively, the textile electrodes can be a flexible printed circuit board.

The liner may be adapted or prefabricated with a pocket or hole for the electrode to be plugged in. A signal conveyed can be from another sensor/actuator within the liner, and this solution makes it possible to send/receive signals and/or power to the liner from the socket. An alternative sensor could measure temperature, humidity, pressure, force, shear, magnetic flux, blood flow, oxygen content, inertial movements, etc..

An actuator may be embedded in the liner to provide sensory feedback, alerts or warnings, massaging, pressure changes, volume changes, etc. The liner electrodes are cast and/or cured simultaneously as the silicone liner. Any conductive track/textile that is not supposed to contact another item can be shielded to reduce signal noise. Likewise, the entire socket can be shielded to reduce signal noise. Conductive sockets can be covered with a nonconductive material to not be electrically short between dome electrodes or between conductive textile electrodes.

The dome electrodes can be spring-loaded to keep constant contact. The dome electrodes in the rigid socket can be any electrical connector (e.g., pogo pin) that makes an electrical connection via touch.

<FIG> shows an example of EMG data from a transtibial user during a non-ambulating and weight-bearing situation where the user dorsiflexes twice, then plantarflexes twice, and repeats.

<FIG> shows an example of EMG data from another transtibial user during level-ground walking with two contractions at the start, first dorsiflexing and then plantarflexing. Then during walking, the user dorsiflexes twice in the first walk and then plantarflexes twice in the next walk.

<FIG> exemplify an EMG donning and doffing system <NUM>, where two or more electrically conductive pads/locations on the exterior of the liner (textile side) are electrically connected and mate with electrically conductive elements in the socket when the prosthesis is donned. The electrically conductive elements in the socket are connected to an electronics board where conductivity is measured between the elements. If they connect all through the liner, then the user has donned the liner and socket; if they are not electrically connected, then the user has doffed the socket.

Two or more conductive pads, such as any of the embodiments above, are electrically connected on opposite sides of the liner with conductive textile strips or conductive yarns. The hard socket is modified with dome electrodes/pogo pins, located above or over the periphery of a shape of the conductive pads on the outside of the liner, allowing for misplacement of the liner and socket due to pistoning, rotation or stump volume changes. The dome electrodes/pogo pins are electrically connected to an electronic board that measures conductivity or resistance to determine if the socket is properly donned.

Accordingly, the donning and doffing system allows the EMG-controlled prosthesis to be donned/doffed while the prosthesis is turned on without causing unintentional prosthetic movement. The EMG-controlled prosthesis can hibernate to save energy when doffed, which is not possible today without the user actively turning off the prosthesis. The EMG-controlled prosthesis can resist making unintentional movement when socket fit is not proper, and the likelihood of a motion artifact is high. The system can provide an indication that the socket fit might not fit properly.

<FIG> exemplify an embodiment with the skin S of the user being against the inner side of the liner <NUM>, which includes the donning and doffing system <NUM>. The donning and doffing system <NUM> has first and second electrode pads <NUM>, <NUM>, connected by a conductive thread or another connector <NUM>. The socket <NUM> has the dome electrodes or pogo pins <NUM>, <NUM> connected to electronics <NUM>. <FIG> exemplifies the situation when the prosthesis is donned or connected and in the proper position (despite pistoning, rotation, volume changes, etc.). <FIG> exemplifies when the prosthesis is doffed or disconnected, such that there is a misalignment of the electrodes of the socket <NUM> to the conductive pads <NUM> of the liner.

It follows that the donning and doffing system can use with the EMG liner solution such that the user dons the EMG liner by rolling it onto the residual limb and then steps into the socket with embedded dome electrodes. When the electronic board determines the socket is properly donned, the EMG recording system will measure the muscle activity within the liner through the textile electrodes during daily activities and send EMG activity to the relevant prosthesis. When the electronic board determines the socket is not properly donned, the EMG recording system indicates to the user and prosthesis that the signal is unreliable and stops sending EMG activity to the prosthesis. If the doffed situation persists, the EMG recording system will stop measuring the muscle activity and hibernate.

The textile on the liner can all be conductive and make the conductive pads irrelevant, but user needs to completely doff the socket for the electronic board to determine the doffed situation. A socket fit indicator can be provided to the CPO/user via an App or LEDs. The conductive elements in the socket are pressure sensors instead and can determine if the user is loading the prosthesis or not. The conductive elements in the socket can be Hall-effect sensors instead and can measure magnetic field from embedded magnets located in the liner.

<FIG> exemplifies an alternative solution, whereby the skin S of the user can be used as the conductor between the electrodes or pogo pins <NUM>, <NUM> of the socket <NUM> and connected to the electronics <NUM>, although higher resistance can be expected. As a result, the user's skin can be used as the conductive pad when no liner is used.

<FIG> are associated with data obtained by a tracking system, including an EMG recording system with an IMU that measures EMG signals and inertial signals from the residual limb. The EMG Error Checker uses EMG values and the acceleration Jerk magnitudes to identify and remove motion artifacts in the EMG signals. The system enables the motion artifact to be reduced EMG control signal can lead to a stable EMG control for users. A usable surface EMG control signal is used for a prosthesis despite motion artifacts. Moreover, the system enables motion artifact removal without any additional sensors.

According to a method associated with the system, a user dons the EMG liner by rolling it onto the residual limb and then stepping into the socket with embedded dome electrodes. The EMG recording system measures the muscle activity within the liner through the textile electrodes during daily activities and sends EMG activity to the relevant prosthesis. Before sending the EMG activity to the prosthesis, the EMG control signal is calculated.

Calibration of the EMGJerk threshold may be necessary to tailor the threshold to each user. That is done by calculating the EMGJerk when the user contracts the muscles while stationary. The maximum calculated value, or any value above, is then set as the EMGJerk threshold so voluntary contractions will not be affected by the method.

According to the method, EMG signals are measured (<NUM>) from one or more muscles from the residual limb. Subsequently, high-pass (<NUM>) and low-pass (<NUM>) Butterworth filtering of the EMG signals occurs. The change in EMG is calculated for each channel deltaEMG(i) = EMG(i)-EMG(i-<NUM>). The change in acceleration is calculated for each axis deltaAcc(i) = Acc(i)-Acc(i-<NUM>) to get the Jerk. The magnitude of Jerk is calculated for <NUM> or more (X,Y,Z) axis Jerk(i) =sqrt(deltaAccX<NUM>+ deltaAccY<NUM>+ deltaAccZ<NUM>). The EMGJerk value for each EMG channel is calculated such that EMGJerk = abs(EMG(i) * deltaEMG(i) ) * Jerk(i). The EMGJerk is compared to a set threshold to determine if there is a motion artifact and if true, set EMG(i) to zero. A low-pass (<NUM>) Butterworth filter is applied to the signal to get the EMG Control Signal.

<FIG> shows data of level Ground walking with two voluntary contractions during the swing phase, signal from one muscle. An outer periphery of the plot demonstrates the raw EMG signal (defined as RAW), and the area of the plot below the raw EMG signal is the filtered signal (both low- and high-pass filtering) (defined as FILTERED). A voluntary contraction is designated at <NUM>, the motion artifact is designated at <NUM>, and the voluntary contraction while ambulating on level ground is designated at <NUM>.

<FIG> shows that the control signal becomes more visible and useable after reducing motion artifacts. The EMG control signal (low-pass filtered) (defined as Controlx10), shown as a single line, is located above the motion artifact reduced EMG signal (defined as FILTERED+MotionArtifactReduced). Voluntary contraction is designated at <NUM>, the motion artifact is designated at <NUM>, and the voluntary contraction while ambulating on level ground is designated at <NUM>.

According to <FIG>, is another artifact removal system. Similarly to the above, a user dons the EMG liner by rolling it onto the residual limb and then stepping into the socket with embedded dome electrodes. The EMG recording system measures the muscle activity within the liner through the textile electrodes during daily activities and send EMG activity to the relevant prosthesis. Before sending the EMG activity to the prosthesis, the EMG control signal is calculated.

According to the method, EMG signals are measured (<NUM>) from one or more muscles from the residual limb. Subsequently, high-pass (<NUM>) and low-pass (<NUM>) Butterworth filtering of the EMG signals occurs. The average EMG value is calculated, preferably for the previous <NUM> samples and for the previous <NUM> samples prior to the <NUM> samples, for each EMG channel avgOld(i) = ∑EMG(i-<NUM>:i-<NUM>)/<NUM>, avgNew(i) =∑EMG(i-<NUM>:i)/<NUM>, where i is the current EMG sample. If the average of the recent <NUM> samples are significantly larger than the average of the <NUM> samples prior then it is likely the measured sample is an artifact that we want to remove. avgNew > avgOld*<NUM> then the current EMG sample is set to the average of the <NUM> samples EMG(i) = avgOld(i) to reduce the effect of the artifact. A low-pass (<NUM>) Butterworth filter is applied to the signal to get the EMG Control Signal.

<FIG> represents a level ground walking with two voluntary contractions during swing phase, signal from one muscle, with plots associated with the foregoing system and method. The top portion of the plot represents a raw EMG signal, whereas the underlying portion of the plot represents a filtered EMG signal (low- and high-pass filtering). Voluntary contraction is designated at <NUM>, the motion artifact is designated at <NUM>, and the voluntary contraction while ambulating on level ground is designated at <NUM>.

<FIG> represents the top portion of the plot with the filtered EMG signal (low- and high-pass filtering), the portion below the top portion is the motion artifact reduced EMG signal, whereas a traceable line within the foregoing plot represents the EMG control signal with low-pass filtering. A voluntary contraction is designated at <NUM>, the motion artifact is designated at <NUM>, and the voluntary contraction while ambulating on level ground is designated at <NUM>.

Alternative solutions may be provided according to the system and method. EMG may be measured with higher or lower frequencies from one or more channels. Accelerations may measure with higher or lower frequencies with low and/or high-pass filtering. EMG filtering may occur at other frequencies. EMG filtering may use other method of filtering. Jerk can be calculated from <NUM>-<NUM> axes of acceleration. Either EMG values or change in EMG values can be omitted from the equation. Either acceleration values or changes in acceleration values can be omitted from the equation. The change in angular velocity (measured by a gyroscope) can also be used instead of the acceleration Jerk. The final low-pass filtering to get the EMG control signal can also be done by performing other filtering methods and/or calculating the signal's envelope, mean average, etc. Using another sensor on or inside the socket can indicate motion artifacts, e.g., Hall-effect sensor on the socket with a magnet inside the liner, force sensor, strain-gauges. The prosthesis can provide information about gait phases to indicate motion artifacts, as the motion artifacts happen mostly around heel-strike and toe-off.

It is to be understood that not necessarily all objects or advantages may be achieved under any embodiment of the disclosure. Those skilled in the art will recognize that the prosthetic assembly and electrode interface may be embodied or carried out in a manner that achieves or optimizes one advantage or group of advantages as taught herein without necessarily achieving other objects or advantages taught or suggested herein.

The skilled artisan will recognize the interchangeability of various disclosed features. The skilled artisan will understand that the features described herein may be adapted to other types of devices. Hence this disclosure and the embodiments and variations thereof are not limited to liners for prosthetic devices but can be utilized in any device.

Claim 1:
An electrode interface (<NUM>, <NUM>, <NUM>, <NUM>) for a prosthetic assembly (<NUM>) comprising a prosthetic liner (<NUM>) and a prosthetic socket (<NUM>), the electrode interface comprising: an electrode configured to be secured to the liner (<NUM>, <NUM>) with an electrical conduit arranged to transfer an electrical potential from an interior side (<NUM>, <NUM>) of the prosthetic liner to an exterior side (<NUM>, <NUM>) of the prosthetic liner,
wherein the electrode defines an inner portion (<NUM>) configured to cover a predetermined surface area (w2) of the interior side of the liner, an outer portion (<NUM>) and a connecting portion (<NUM>, <NUM>) connecting the inner portion to the outer portion,
wherein the interior side of the prosthetic liner has a body portion defined by an elastomeric material and the electrical conduit is configured to extend from an inner portion of the electrode on the interior side of the prosthetic liner to the exterior side of the body portion along which extends a textile layer (<NUM>, <NUM>) of the liner (<NUM>),
wherein the inner portion, the outer portion and the connecting portion are defined by a conductive textile (<NUM>),
characterized in that the outer portion (<NUM>) is configured to cover a predetermined surface area of the exterior side of the liner, the connecting portion (<NUM>, <NUM>) is sized and configured to a width of the prosthetic liner (<NUM>, <NUM>), wherein the outer portion (<NUM>) of the electrode is configured to extend along the exterior side of the body portion and to be flush with said textile layer (<NUM>, <NUM>) of the liner (<NUM>, <NUM>), and be exposed along the textile layer (<NUM>, <NUM>).