The subject matter described herein relates to sensors configured to be in contact with a skin surface of a user and, more particularly, to sensors which operate by maintaining contact pressure with the skin surface during use.
A wearable device may incorporate a dermal sensor including electrodes designed to be in contact with a skin surface of a user, to acquire data relating to bodily functions of the user. Examples of such sensors include electrodermal activity (EDA) sensors, electrocardiogram (ECG), and electromyogram (EMG) sensors. For example, an electrodermal activity (EDA) sensor is configured to measure electrodermal activity (EDA) in a user wearing the device. The sensor may include EDA electrodes structured to physically contact a skin surface of a body part of the user. Data gathered during skin contact may be processed to provide estimates of electrodermal activity relating to the user.
To provide the most accurate available data, it is desirable that constant contact pressures be maintained between the user's skin surface and the electrodes. However, expansion and contraction of the user's body part during breathing or physical activity may cause wide variations in the contact pressures, possibly resulting in degradation of the acquired data, which may lead to inaccurate information regarding bodily functions of the user.
A dermal sensor is provided. The sensor includes an electrode support structure having at least one multi-material support structure first layer, at least one multi-material support structure second layer positioned opposite the first layer, and a plurality of connecting walls extending between and connecting the at least one support structure first layer and the at least one support structure second layer. The sensor also includes at least a pair of spaced-apart electrodes supported by the support structure.
The accompanying drawings, which are incorporated in and constitute a part of the specification, illustrate various systems, methods, and other embodiments of the disclosure. It will be appreciated that the illustrated element boundaries (e.g., boxes, groups of boxes, or other shapes) in the figures represent one embodiment of the boundaries. In some embodiments, one element may be designed as multiple elements or multiple elements may be designed as one element. In some embodiments, an element shown as an internal component of another element may be implemented as an external component and vice versa. Furthermore, elements may not be drawn to scale.
It will be appreciated that for simplicity and clarity of illustration, where appropriate, reference numerals may have been repeated among the different figures to indicate corresponding or analogous elements. Also, similar reference numerals appearing in different views may refer to similar elements appearing in those views. In addition, the discussion outlines numerous specific details to provide a thorough understanding of the embodiments described herein. Those of skill in the art, however, will understand that the embodiments described herein may be practiced using various combinations of these elements.
This disclosure relates to dermal sensors. For purposes described herein, a “dermal sensor” is a sensor designed to be in actual physical contact with a skin surface of a user, for acquiring data (relating to perspiration and/or electrodermal activity, for example) that can be processed to provide indicia of user bodily functions.
In one or more arrangements, the sensor may include an electrode support structure having at least one multi-material support structure first layer, at least one multi-material support structure second layer positioned opposite the first layer, and a plurality of connecting walls extending between and connecting the at least one support structure first layer and the at least one support structure second layer. The sensor also includes at least a pair of spaced-apart electrodes supported by the support structure. The support structure first layer may move or displace relative to the support structure second layer when an attachment structure (e.g., a wristband) incorporating the support structure is worn by a user. The support structure may be structured to provide a quasi-zero/negative stiffness response over at least a first predetermined range of displacements of one of the support structure first and second layers in a direction toward the other one of the support structure first and second layers. The support structure may also be structured to provide a quasi-zero/negative stiffness response over a second predetermined range of displacements of one of the support structure first and second layers in a direction toward the other one of support structure first and second, the second predetermined range of displacements being different from the first predetermined range of displacements. Provision of quasi-zero/negative stiffness response regions in the electrode support structure enables a constant contact pressure to be maintained between the electrodes and a skin surface of the user over the first and second predetermined range of displacements, when the attachment structure is worn by the user.
To illustrate the operating principles of the dermal sensors described herein, aspects of the invention will be described in terms of an electrodermal activity (EDA) sensor. However, it will be understood that these operating principles may apply to any dermal sensor which employs electrodes or electrical contacts in contact with a user's skin surface, and for which it is desirable to maintain a consistent level of contact pressure between the electrodes and the user's skin surface for reliable operation and provision of accurate data for processing.
In one or more arrangements, the EDA sensor 22 may be secured to an attachment structure 24 configured to hold the EDA sensor 22 and to position and maintain the electrodes of the sensor in contact with a skin surface of a user (not shown) when the attachment structure 24 is secured to a portion of the user's body. In the embodiment shown in
Generally, an attachment structure suitable for purposes described herein may be formed from a material capable of providing a relatively hard or firm surface against which an electrode support structure 30 (described in greater detail below) of the sensor 22 may rest and be supported, thereby enabling the support structure to be resiliently deformed during sensor use as described herein. The attachment structure material may be bendable (such as a flexible polymer material) or rigid (i.e., incapable of being bent by a user when used in its normal application, such as a metallic material used to form a finger ring).
In one or more arrangements, the support structure first layer 32 and the support structure second layer 34 may have equal thicknesses t1. Also, each of the support structure first layer 32 and the support structure second layer 34 may be a multi-material layer (i.e., a layer formed as a single, unitary piece from more than one material). Referring to
For purposes described herein, a “flexible material” as used in the support structure may be a material usable to fabricate connecting walls 36 so that the walls will resiliently deform under the anticipated loading resulting from displacement of one of the support structure first layer 32 and second layer 34 with respect to the other one of the support structure first layer 32 and second layer 34. “Resiliently deform” refers to a tendency of an element to return to its undeformed or undeflected state upon removal of an applied loading as described herein (i.e., the element will elastically deform rather than plastically or permanently deforming due to the anticipated loading). Flexible materials usable for the purposes described herein may be configurable into structures that can provide the force-deflection responses (including quasi-zero/negative stiffness region(s)) described herein and may also be amenable to 3D printing operations. Examples of flexible materials usable for the purposes described herein include various rubber compounds. In addition, the connecting walls 36 may be structured to exhibit non-linearly elastic deformation when subjected to loads caused by expansion of a user's body part. This structure of the connecting walls 36 may provide a quasi-zero/negative stiffness response capability to the support structure, as described herein.
Other types of materials adaptable for the flexible material applications described herein include hydrogels, reconfigurable architected materials, liquid crystal elastomers, and vitrimers. Vitrimers are derived from thermosetting plastics and can be processed to fabricate specific materials with desirable properties. Generally, Vitrimers exhibit both flexibility and spring back properties. Vitrimers can also be processed using additive manufacturing methods, such as 3-D printing.
For purposes described herein, a “rigid material” used in the support structure may be a material usable to fabricate elements of the electrode support structure 30 so that they will not deform (or may deform to a degree insignificant to operation of the support structure), responsive to the anticipated loading resulting from displacement of one of the support structure first layer 32 and second layer 34 with respect to the other one of the support structure first layer 32 and second layer 34. Examples of relatively rigid materials suitable for the purposes described herein include polymers such as acrylics or various grades of ABS (Acrylonitrile Butadiene Styrene).
The sections formed from relatively rigid material RM1 and the sections formed from relatively flexible material FM1 may have equal thicknesses t1. As seen in
In one or more arrangements, the electrode support structure second layer 34 may extend parallel to the support structure first layer 32. Each of the connecting walls 36 extending between the layers 32, 34 may form an associated acute angle θ with each of the first layer 32 and the second layer 34 (i.e., the layers 32, 34 and each connecting wall 36 may form a set of alternate interior angles θ with respect to the parallel first and second layers 32, 34). In particular arrangements, the angle θ may be in the range 60°+25°.
Flexible material sections of the support structure first and second layers 32, 34 may be structured to permit a degree of bending transverse to a length of the section. This may facilitate a degree of bending and/or buckling of the overall electrode support structure 30 to conform to a contour of the user's skin surface when the attachment structure 24 is worn by the user.
Referring to
Referring to
For example, in unit cell 130, first and second end portions 132a, 132b, respectively, of unit cell first layer 132 each comprise rigid sections formed from a relatively rigid material RM1 as previously described, while an intermediate section 132c of the unit cell first layer 132 extending between the first and second end portions 132a, 132b comprises a flexible section formed from a relatively flexible material FM1 as previously described. Also, first and second end portions 134a, 134b of unit cell second layer 134 each comprise flexible sections formed from the relatively flexible material FM1, while an intermediate section 134c of the unit cell second layer 134 extending between the first and second end portions 134a, 134b is a rigid section formed from the relatively rigid material RM1. In addition, as shown in
Referring to
In one or more arrangements, values of the unit cell parameters may be controlled to provide a single unit cell design structured so that a plurality of the unit cells can be “chained/linked” or formed as a single piece end-to-end to provide an electrode support structure having a desired force-deflection response (including one or more quasi-zero/negative stiffness region(s)), and also to promote uniformity of the support structure and the response characteristics of the supports structure. Referring to
Any desired number of unit cells 130 may be formed into an electrode support structure 30 as shown in
In one or more arrangements, sections of an individual unit cell formed from different materials (and also contiguous individual unit cells in a plurality of unit cells formed or attached end-to-end) may be integrated into the support structure in the manner shown in
Any embodiment of the EDA sensor 22 may include a pair of electrically-isolated, spaced-apart electrodes 38. As used herein, the term “electrically-isolated” means that the electrodes 38 are mounted on the electrode support structure 30 so as to be physically spaced apart from each other by an electrical insulator, such as an air space and/or a section of the electrode support structure formed from an insulating material, for example.
Regarding the spacing between the electrodes 38, increasing the electrode spacing distance may reduce standard deviations between measurements, thereby providing more repeatable results. However, a relatively smaller inter-electrode space leads to a stronger electric field within a smaller skin volume. These competing effects may be balanced according to the requirements of a given application, and in consideration of the surface area on the attachment structure 24 available for incorporating the EDA sensor 22 thereon. The electrodes 38 may have minimal thicknesses ET1 (
In one or more arrangements, the electrodes 38 may be formed from associated thin layers of gold, a gold alloy, silver, a silver alloy, or any other suitable electrode material(s). However, the electrodes 38 may include one or more conductive polymers, semiconductors, or other conductive materials to minimize electrical resistance and/or electrical polarization. It will be appreciated that any suitable conductive material or materials may be utilized for the electrodes. In one or more particular arrangements, the electrodes 38 may be formed from an electrically conductive, elastically deformable material structured to conform to any curvature of the support structure resulting from wearing of the attachment structure by a user. For example, materials suitable for the electrodes may include various known textile fabrics coated with modified poly (3,4-ethylenedioxythiophene):poly (styrenesulfonate) (PEDOT:PSS) in order to provide reliable and washable textile electrodes that may be incorporated into items of clothing, such as underwear. Such electrodes are known and are described in a paper entitled “Washable and Reliable Textile Electrodes Embedded into Underwear Fabric for Electrocardiogra (ECG) Monitoring” by Amale Ankhili et al., the content of which is incorporated herein by reference in its entirety.
The electrodes 38 may be supported by the support structure 30 in a manner such that, when the support structure is mounted on a suitable attachment structure 24, the electrodes will simultaneously be in contact with a skin surface of a user when the user is “wearing” the attachment structure 24. The electrodes 38 may be structured to contact an exposed skin surface of a user when the support structure is secured to a suitable attachment structure and the attachment structure is secured to a portion of the user's body. Each of electrodes 38 may have a generally cylindrical shape, a cubic shape, a flat shape, or another shape. In the embodiments described herein, each electrode has a cylindrical shape with a diameter W1 supported by the electrode support structure first layer 32.
In one or more arrangements, one or more of the electrodes 38 may be formed integrally with the electrode support structure (i.e., simultaneously with formation of the support structure and/or using the same process used to form the support structure). For example, in some arrangements, one or more layers of an electrically conductive electrode material may be deposited onto a layer of a different material (e.g., a polymer material forming a portion of the support structure) using the same additive manufacturing process used to form the support structure or a different additive manufacturing process, thereby forming a conductive “patch” on the portion of the support structure configured to reside adjacent the user's skin. In other arrangements, the electrodes 38 may be formed separately from the electrode support structure 30, then attached to the electrode support structure 30 using any suitable method, such as adhesive attachment, mechanical fasteners, etc.
The size of an electrode can determine the effective electrode-skin contact area, the signal-to-noise ratio of the generated EDA signal, and the sensitivity of the EDA sensor 22. To enhance these properties, it is generally beneficial to have relatively larger electrodes. However, the sizes of the electrodes 38 may be constrained by the surface area available on the electrode support structure 30. The electrodes 38 should not be too small because higher current densities resulting from small electrode-skin contact areas may increase signal generation errors due to factors such as counter EMF. In one or more arrangements described herein, and for a wearable device in the form of a finger ring, the two electrodes 38 may be structured so as to have inwardly-facing surfaces 38a of equal areas, with the sum of the areas of the inwardly-facing surfaces 38a being equal to about 0.15 centimeter2.
To provide accurate EDA data, it is desirable that contact pressures between the user's skin surface and the electrodes 36 be maintained at as constant a level as possible, whether the user is at rest or physically active. The contact pressures between the electrodes and the user's skin may be applied by the electrode support structure in response to displacement of the support structure first layer 32 toward the second layer 34 during wearing of the wearable device 26. In addition, expansion of the user's body part due to muscle flexure, physiological response to exercise, hydration and/or general physical movement may increase the compression of the support structure 30 and displacement of the support structure first layer 32, and contraction of the user's body part may relieve the compression of the support structure 30, causing a relative expansion of the support structure and a return of the support structure to the initial (i.e., “at rest”) displacement.
In one or more particular embodiments, the attachment structure may be omitted. In such embodiments, the outer multi-material band formed by the combined, contiguous (or connected) second layers of the support structure may function as the attachment structure responsive to tension generated in the band during expansion of the user's body part, thereby providing the necessary reaction force on one side of the support structure to compress the unit cells.
One characteristic of the curve shown in
The quasi-zero/negative region RT1 shown in
Referring again to
For example, the quasi-zero/negative region RT2 shown in
During operation of the electrode support structure 30 when secured to an attachment structure 24 worn by a user, forces generated by contact with the user's body part are transmitted through the electrodes 38 to the electrode support structure 30, causing the support structure first layer 32 to deflect in a direction toward the support structure second layer 34, thereby compressing the connecting walls 36. With the multi-material second layer 34 of the support structure 30 bearing against the relatively unyielding surface of the attachment structure 24 material, wearing of the attachment structure 24 on a body part of the user with the electrodes 38 pressed against the user's skin surface may produce a contact force which locally displaces the support structure first layer 32 in a direction toward the support structure second layer 34, thereby compressing the electrode support structure. Distributed reaction forces may be generated by the resulting deformation of the connecting walls 36 supporting the portions of the support structure first layer 32 acted on by the electrodes 38 in contact with the user's skin surface. The electrodes 38 may be spaced apart close enough to each other along the support structure first layer 32 so that localized expansion of the portion of the user's body part will produce substantially equal displacements of the portions the first layer 32 supporting the electrodes 38. The support structure 30 may be designed and fabricated so that these displacements will be within the specified range of displacements needed to produce a quasi-zero/negative stiffness response in the connecting walls 36.
Based on electrode areas to be in contact with the user's skin surface, and the contact pressures required (or desired) for generation of accurate electrodermal activity measurements, forces needed to provide sufficient contact pressure with the user's skin surface may be determined. Ranges of expansion of the user's body part under different conditions of physical activity may be estimated. The electrode support structure may then be designed to tailor QZS response region(s) to exert constant or substantially constant forces on the electrodes, so as to generate associated constant or substantially constant contact pressures over the estimated range of body part expansion.
The localized displacement of the support structure first layer 32 and the associated reaction forces produced by the aggregated deformation of the supporting connecting walls 36 may produce composite reaction forces that generate contact pressures between the electrodes 38 and the user's skin surface. Also, because the localized displacement produces reaction forces in the quasi-zero/negative stiffness zones of the connecting walls 36, slight variations in the localized first layer displacement may not appreciably affect the generated reaction forces. As a result, a constant or substantially constant reaction forces may be generated by the deflected electrode support structure responsive to any displacement of the first layer 32 within the specified range of displacements. These reaction forces are transmitted through the electrodes 38 as constant or substantially constant contact pressures between the electrodes and the user's skin surface. In this manner, a constant contact pressure (within a relatively small tolerance range) may be maintained during wearing of the EDA sensor by a user engaged in a constant level of physical activity.
It has been found possible to provide a desired quasi-zero/negative stiffness region in a given embodiment of the electrode support structure by tailoring the values of certain design parameters to the meet the electrode contact pressure requirements of a particular application. Key parameters may include an anticipated range of displacements of the support structure first layer 32 relative to the support structure second layer 34; material properties of the relatively flexible connecting wall material; the angle θ of the connecting walls 36 with respect to the support structure first and second layers 32, 34; the length L1 of the connecting walls 36; the thickness D1 of the connecting walls 36; the minimum spacing C1 between the connecting walls; bearing areas of the electrodes 38 on the support structure first layer 32 (which affects the number of connecting walls supporting the electrodes), and other parameters. The anticipated range of displacements may be based, for example, on data relating to anticipated expansion of a user's body part (such as the wrist) during a specific type of physical activity (e.g., no activity/light activity vs. relatively intense activity) performed by the user. More intense activity (such as strenuous and/or prolonged physical exercise) may produce a greater expansion of the body part, thereby producing a correspondingly greater displacement of the support structure first layer in a direction toward the support structure first layer. As part of a design optimization process, for example, the support structure described herein may be modeled and one or more of the parameters listed above may be iteratively adjusted, analytically and/or through experimentation, to determine an associated quasi-zero/negative stiffness region that generates a constant reaction force (within a certain tolerance range) within a predetermined range of anticipated displacements of the support structure first layer in a direction toward the support structure second layer.
Alternatively, an estimated range of displacements for the first layer of the support structure can be based on anticipated pressures to be applied to the first layer. This method of estimating displacements may be particularly relevant when the support structure is incorporated into a finger ring, for example, where pressure variations arise from expansion and contraction of the user's finger as the user opens and closes his/her hand.
Referring to
A force was then applied to the unit cell first layer 132 to produce a displacement of the first layer simulating expansion of a user's body part (e.g., a user's wrist), resulting in the force-deflection curve shown in
As seen from
It has been found through analysis and experimentation that, in certain arrangements, values of the connecting wall thickness D1 and the connecting wall angle θ may have a relatively greater influence that the other unit cell parameters on the characteristics of the quasi-zero/negative stiffness region(s) and the location of the region(s) on the force-deflection curve. Thus, in certain cases, it may be feasible to adjust or “tune” the design of the electrode support structure to achieve targeted quasi-zero/negative stiffness response(s) by varying values of one or more of these parameters.
EDA circuitry 199 can include various components such as amplifiers, filters, charging circuits, sense nodes, and other elements configured to sense one or more electrical characteristics of a user responsive to current transmission through the electrodes. EDA circuitry 199 can be implemented as voltage sensing circuitry, current sensing circuitry, capacitive sensing circuitry, resistive sensing circuitry, etc.
Referring to
Referring to
In one or more arrangements, the EDA circuitry 199 may include a processor 80, a memory 121 and/or other elements usable for performing EDA sensing and other computational and/or decision-making functions of the sensor. The EDA sensor circuitry 199 may cause EDA signals to be generated automatically and periodically whenever the electrodes 38 are in physical contact with a user's skin surface. In some particular arrangements, the EDA circuitry 199 may be configured to cause EDA signals to be generated at specific times or at regular time intervals based on specified predetermined conditions.
Referring again to
Referring to
The communications interface 91 may be configured to enable and/or facilitate communication between the components of the wearable device 26 and entities (such as cloud facilities, cellular and other mobile communications devices, external computing systems, etc.) exterior of the wearable device. For example, the communications interface 91 may enable interaction between a wearer of the wearable device and a cellular device 111 functioning as a screen display to illustrate calibration procedures for the wearable device 26. The communications interface 91 may communicate data over a local-area-network (LAN), a wireless local-area-network (WLAN), a personal-area-network (PAN) (e.g., Bluetooth™), a wide-area-network (WAN), an intranet, the Internet, a peer-to-peer network, point-to-point network, a mesh network, and the like. The communications interface 91 can be a wired and/or wireless network interface.
Referring again to
The cellular device 111 and/or the computing system 112 may each also be configured to perform additional functions not mentioned above. The cellular device 111 and the computing system 112 may each communicate with the wearable device 26 via the communications interface 91. For example, wearable device 26 may transmit data indicative of a user's electrodermal activity to one or more external devices (such as cellular device 111 and/or external computing system 112) in example embodiments. When electrodermal activity is detected by EDA sensor circuitry 199, data representative of the electrodermal activity may be communicated, via the communications interface 91 and a suitable communications network, to an external device. The external device may then analyze the data to determine information associated with a user's electrodermal activity. The data and/or one or more control signals may then be utilized to cause the external device to initiate a particular functionality. Generally, the communications interface 91 may be configured to communicate data, such as EDA data, over wired, wireless, or optical networks to and from external devices.
Referring again to
As described herein, by suitable optimization of electrode support structure design parameters and fabrication methods, and in consideration of the pertinent dimensions of an average user's body part both at rest and during exertion, the electrode support structure may be designed and fabricated so that the support structure is always compressed by at least a predetermined amount sufficient to generate at least a predetermined minimum electrode-user contact pressure responsive to contact with the user's skin when the attachment structure is being worn by a user. This contact pressure may be adjusted by varying the tension in the attachment structure or in the contiguous/connected second layers of the support structure securing the wearable device to the user's body part. The predetermined minimum contact pressure may be a contact pressure needed to ensure strong electrical contact between the electrodes and the user's skin. The support structure may be structured so that it is always compressed by at least the predetermined amount when the wearable device is worn by the user, when the user's body part is at rest or inactive.
Detailed embodiments are disclosed herein. However, it is to be understood that the disclosed embodiments are intended only as examples. Therefore, specific structural and functional details disclosed herein are not to be interpreted as limiting, but merely as a basis for the claims and as a representative basis for teaching one skilled in the art to variously employ the aspects herein in virtually any appropriately detailed structure. Further, the terms and phrases used herein are not intended to be limiting but rather to provide an understandable description of possible implementations. Various embodiments are shown in
While recited characteristics and conditions of the invention have been described in connection with certain embodiments, it is to be understood that the invention is not to be limited to the disclosed embodiments but, on the contrary, is intended to cover various modifications and equivalent arrangements included within the spirit and scope of the appended claims, which scope is to be accorded the broadest interpretation so as to encompass all such modifications and equivalent structures as is permitted under the law.