The present invention relates to the field of wearable devices, such as fitness and activity trackers, and medical technology. In particular, the present invention relates to a wearable device adapted to be worn by a user, the wearable device comprising a fixation element for fixing the wearable device to the user and a lower side for contacting a skin of the user when worn. The present invention further relates to a method and corresponding computer program.
Vital signs of a person, for example the heart rate (HR), the respiration rate (RR) or the arterial blood oxygen saturation (SpO2), serve as indicators of the current health or fitness state of a person and as powerful predictors for serious medical events. For this reason, vital signs are extensively monitored in inpatient and outpatient care settings, at home or in further health, leisure and fitness settings.
During the recent years, wearable devices such as activity trackers, sports watches, and health watches have been developed. In particular, wrist-worn heart rate monitors have entered the market that measure e.g. the heart rate by using blood volume sensing techniques based on either photoplethysmography (PPG), bio-impedance or using a capacitive method to sense heart rate as described in U.S. Pat. No. 8,260,405 B2.
Plethysmography generally refers to the measurement of volume changes of an organ or a body part and in particular to the detection of volume changes due to a cardio-vascular pulse wave travelling through the body of a subject with every heartbeat. Photoplethysmography (PPG) is an optical measurement technique that evaluates a time-varying change of light reflectance or transmission of an area or volume of interest. PPG is based on the principle that blood absorbs light more than surrounding tissue, so that variations in blood volume with every heart beat affect transmission or reflectance correspondingly. Besides information about the heart rate, a PPG waveform can comprise information attributable to further physiological phenomena such as the respiration. By evaluating the transmittance and/or reflectivity at different wavelengths (typically red and infrared), the blood oxygen saturation (SpO2) can be determined.
Wearable devices are usually worn on the arm or wrist. The sensors work best when they make good contact with the skin. Hence, the devices should preferably be strapped quite tightly. One reason why companies of PPG-based heart rate monitors advise their customers to strap the wearable device quite tightly around the arm is because at a higher pressure, the blood volume variations of the pulse of the arterial blood become stronger with respect to other blood volume variations (e.g. in veins and venules), and thereby the signal-to-noise ratio increases. Another reason to advise the customers to strap the device quite tightly is to avoid external light entering underneath the watch, thereby interfering with the signal.
WO 2016/097271 A2, an earlier application of the applicant, teaches that the contact pressure greatly influences the amplitudes of photoplethysmography and pulse oximetry signals. An apparatus is provided that comprises a physiological parameter sensor and an actuator for adjusting the pressure of contact between the physiological parameter sensor and the subject. The contact pressure is adjusted to improve the signal quality while maintaining contact between the sensor and the skin of the subject.
US 2016/0058388 A1 discloses a biosignal measuring method and apparatus. The biosignal measuring method includes verifying whether a measured biosignal is in a range, and controlling an operation of the biosignal measuring apparatus when the measured biosignal deviates from the range based on a result of the verifying.
WO 2017/050784 A1 discloses a strap-based wearable device for measuring a physiological parameter of a user. A sensor arrangement is used to convey information about the physiological parameter of the user. The tightness of the strap arrangement is controlled automatically in response to the quality of the sensor signals.
US 2016/0143584 A1 discloses a biological information measuring apparatus that includes a band which fixes a case unit to a living body. The band is provided with a recessed groove part on a side facing the living body. The groove part has a depth of 1020 m or more and 1140 μm or less.
It is an object of the present invention to provide a wearable device that enables improved wearing comfort and in particular assists in reducing skin irritation. It would further be advantageous to provide a wearable device that enables measurements with improved accuracy and/or reliability.
In a first aspect of the present invention a wearable device adapted to be worn by a user is presented. The wearable device comprises:
In a further aspect of the present invention a system comprising a wearable device and a processing unit is presented. The wearable device is adapted to be worn by a user and comprises a fixation element for fixing the wearable device to the user; and a lower side for contacting a skin of the user when worn. The processing unit is adapted to determine a sweat level measure, indicative of an amount of sweat accumulated between the lower side of the wearable device and the skin of the user. The sweat level measure may further be indicative of a exposure to sweat over time. The processing unit is adapted to determine a moment in time for ventilating said lower side of the wearable device based on said sweat level measure.
In yet another aspect of the present invention, a method for operating a wearable device is presented. The wearable device comprises a fixation element for fixing the wearable device to a user, and a lower side for contacting a skin of the user when worn. The method comprises the steps of:
In yet further aspects of the present invention, there are provided a corresponding computer program which comprises program code means for causing a computer to carry out the steps of determining a sweat level measure indicative of an amount of sweat accumulated between the lower side of a wearable device fixed to a user and the skin of the user, and determining a moment in time for ventilating said lower side of the wearable device based on said sweat level measure, when said computer program is carried out on a computer as well as a non-transitory computer-readable recording medium that stores therein a computer program product, which, when executed by a processor, causes said method steps disclosed herein to be performed.
Preferred embodiments of the invention are defined in the dependent claims. It shall be understood that the claimed system, method, computer program and medium can have similar and/or identical preferred embodiments as the claimed wearable device, in particular as defined in the dependent claims and as disclosed herein.
The present invention is based on the idea to ventilate a wearable device, more precisely, a lower side thereof in contact with a skin of the user, at appropriate moments in time. As explained above, in order to get reliable measurements, the sensors of wearable devices such as wrist watches or bracelets, need to make appropriate contact with the skin of the user. Hence, the device should preferably be strapped quite tightly. Additionally, in particular in a case of sensor using a light-based measurement with no proper mechanism to cope with ambient light, the housing or case around the sensor should also be light-tight. I.e., provide a light-tight seal with the skin of the subject, to avoid noise from external light. Due to the continuous contact of the device with skin, sweat cannot escape and will accumulate between the device and the skin, which may cause wearing discomfort and skin irritation.
A user may not recognize an accumulation of sweat, in particular if there is only a moderate accumulation of sweat, or if the user is distracted or sleeping. Nevertheless a sufficient amount of sweat may accumulate that can lead to skin irritation in particular when exposed to accumulated sweat over an extended period of time. During the day there can be a lot of motion and activity so that sweat may not accumulate naturally by device motion, i.e. involuntary repositioning to different skin portions. At night, when the user is sleeping or while the user engages in a sedentary activity, the wearable device may remain in a rather static state where sweat may accumulate which may lead to an unfavorable microclimate between a lower side of the wearable device and the skin of the user.
The solution proposed herein thus supports a user by providing a processing unit adapted to determining a sweat level measure indicative of an amount of sweat accumulated between the lower side of the wearable device and the skin of the user. In particular, the sweat level measure may be an indicative of an (accumulated or long-term) exposure to sweat over time. For example, the processing unit can be adapted to determine the sweat level measure based on an integration of a measurement signal, e.g. from at least one of a sweat sensor, a physiological parameter sensor, and an activity sensor over time, for example over a period of time of at least one of at least 5 minutes, at least 15 minutes, at least 1 hour, at least 2 hours, at least 4 hours, and at least a day. Instead of only evaluating an instantaneous sweat level or measurement condition, the long term wearing comfort may thus be improved and skin irritations may be avoided or at least reduced. The term sweat level measure may also refer to a sweat exposure level indicative of an exposure to sweat for a predetermined period of time. The sweat level measure may be determined based on an (estimated) amount of sweat as well as a duration of exposure to a sweat level. The sweat level measure may be determined based on an integral of an (estimated or measured) sweat level over time. For example, a lower sweat level may be tolerated over a longer period of time without causing skin irritation whereas a higher sweat level may require more frequent ventilation. The processing unit is further adapted to determine a moment in time for ventilating said lower side of the wearable device based on said sweat level measure. The processing unit can also be referred to as processor. The processing unit may be implemented by a single device, such as a microcontroller, application specific integrated circuit (ASIC) or field programmable gate array (FPGA), or by multiple devices exchanging data uni- or bi-directionally.
Based on said moment in time for ventilating said lower side of the wearable device, appropriate measures can be taken for ventilating said lower side of the wearable device to allow sweat to be removed, for instance to be evaporated. For example, air can be allowed to reach said lower side of the wearable device and/or skin of the subject and transport the moisture away. This concept can be seen similar to so-called air flow backpacks which enable ventilation between the backpack and the user's back. Regular backpacks make direct contact over large area of the (clothes covering the) back. Thereby, the user cannot get rid of his heat and sweat via the back. This might lead to feeling warm, wet clothes and salt spots on the clothes. Nonetheless, the situation with backpacks is different in that a continuous spacing may be provided since there is no need to make contact with the back of the user, e.g. in order to enable measurements of a physiological parameter of the subject. Hence, the solution proposed herein suggests a processing unit that, in a first step is adapted to determine a sweat level measure indicative of an amount of sweat accumulated between the lower side of the wearable device and the skin of the user; and, in a second step, to determine a moment in time for ventilating said lower side of the wearable device based on said sweat level measure.
Hence, a potentially critical condition can be identified that enables the user to react appropriately by either manually ventilating the device or by providing (active) means for ventilating said lower side of the wearable device.
As used herein, a wearable device can refer to an activity tracker or activity monitor, typically wrist-worn, but may also refer to a medical device at least a part of which is worn by the user for acquiring a physiological signal of the user. The wearable device can refer to a wearable monitoring apparatus for monitoring a physiological parameter of the user. The wearable device can comprise a physiological parameter sensor adapted to measure a physiological signal (indicative of a physiological parameter or vital sign) of the user.
A physiological signal of the user can refer to a physiological signal indicative of a vital sign or physiological parameter of the user. For instance, a physiological signal can be indicative of a photoplethysmography (PPG) measurement or a bio-impedance measurement, from which at least a physiological parameter or parameter indicative of a vital sign of the user can be derived such as, for example, a heart rate, respiration rate, blood oxygen saturation, galvanic skin response, electro-dermal activity or electrocardiogram (ECG).
A physiological parameter sensor for acquiring the physiological signal of the user can be adapted to acquire said physiological parameter of the user through contact with a part of the body of the user. The contact may be in direct contact between the physiological parameter sensor and the skin of the user or may be contact with the skin via some other medium. In particular, the physiological parameter sensor can be adapted to optically or electrically contact the skin of the user. The physiological parameter sensor is preferably arranged at the lower size of the wearable device.
Optionally, the wearable device can comprise a sweat sensor adapted to provide a sweat signal indicative of an amount of sweat of the user between said lower side of the wearable device and the skin of the user. The processing unit can be adapted to determine the sweat level measure based on said sweat signal. An advantage of this embodiment is that an accurate measurement of the actual sweat level can be derived to precisely determine an appropriate moment in time for ventilating said lower side of the wearable device. In other words, the wearable device can comprise a moisture sensing means for sensing a moisture level on the lower side of the wearable device.
Optionally, the wearable device can comprise at least one physiological parameter sensor for acquiring a physiological signal of the user. The processing unit can be adapted to determine the sweat level measure based on said physiological signal. An advantage of this embodiment is that a physiological parameter sensor which may already be provided within the wearable device for acquiring a physiological signal of the user can also be used to determine the sweat level measure. For example, a physiological parameter sensor may determine that the user is engaging in (intense) physical activity. A physical activity may in turn be correlated with increased sweat production. Hence, an estimation of the amount of sweat accumulated between the lower side of the wearable device and the skin of the user can be determined based thereon.
Optionally, in addition or in the alternative, the wearable device can comprise an activity sensor. The processing unit (20) can be adapted to determine the sweat level measure (32) based on an output of said activity sensor.
A sweat sensor and/or physiological parameter sensor can preferably be arranged on the lower side of the wearable device.
Optionally, the physiological parameter sensor, activity sensor (providing a signal indicative of an activity of the subject) or sweat sensor can comprise at least one of an electro-dermal activity sensor, a heart rate sensor, a motion sensor, and a temperature sensor, in particular a skin temperature sensor or core body temperature sensor. An electro dermal activity (EDA) sensor can also be referred to as a skin conductance or galvanic skin response (GSR) sensor. A sweat sensor as used herein may refer to a sensor for measuring a presence and/or an amount of sweat. The heart rate sensor may refer to any type of known heart rate sensor such as a photoplethysmography (PPG), bio-impedance or capacitance based sensor. Since an increased heart rate correlates with increased physical activity which in turn correlates with increased sweat production, a heart rate sensor can be used to determine the sweat level measure based on the heart rate of the user. An activity sensor can refer to a motion sensor, like an accelerometer or gyroscope. The temperatures sensor can advantageously determine a skin temperature since an increased skin temperature correlates with increased sweating or an environmental temperature sensor since there is also a correlation between environmental temperature and sweat production.
Optionally, the wearable device can comprise a timer (or clock). The processing unit can be adapted to determine the sweat level measure based on an output of said timer or clock. For example, a moment in time for ventilating said lower side of the wearable device can be determined based on a time interval since the placing the wearable device on the skin of the user, or a previous moment in time of ventilating the lower side of the wearable device. Hence, the sweat level measure can be determined based on or refer to a time elapsed since the last ventilation or a time interval since the placing the wearable device on the skin of the user. A wearing time may correlate with the amount of sweat accumulated underneath the wearable device. Optionally, a time of the day can be taken into consideration in order to ventilate the device more frequently when a higher sweat production is expected e.g. in the middle of the day or at noon or when the temperature is usually higher. Correspondingly, a lower frequency for ventilating the device can be determined when a sedentary activity of the user is expected such as in the evening or at night. Hence, the wearable device can comprise a timer and the processing unit can be adapted to determine an expected level of sweat as the sweat level measure indicative of an amount of sweat accumulated between the lower side of the wearable device and the skin of the user based on a time of the day and/or (expected) temporal activity pattern. Optionally, one or more sensor signals can be combined with the timer or clock.
Optionally, the wearable device can comprise one or more of a clock/timer, a motion sensor, a physiological parameter sensor, and a sweat sensor. The information from one or more of the clock/timer, the motion sensor, the physiological parameter sensor, and the sweat sensor can be used as an input for the processing unit to estimate the sweat level measure. The processing unit can thus be adapted to determine the sweat level measure based on an output of one or more of the clock/timer, the motion sensor, the physiological parameter sensor, and the sweat sensor.
Optionally, the processing unit can be adapted to determine a moment in time for ventilating said lower side of the wearable device based on said sweat level measure and further taking into account when a continuous measurement of a physiological parameter is (not) needed. For example, if the processing unit can be adapted to determine a moment of time under the condition that a physiological parameter is stable. On the other hand no ventilation is suggested if the physiological parameter varies, which may thus be indicative of an episode of high information content. Hence, a moment in time for ventilating said lower side of the wearable device may be postponed in order to acquire relevant physiological parameter information. On the other hand, if a stable period of a physiological parameter or indicative of low activity of the user or constant activity of the user is determined, such a period can be used for ventilating said lower side of the wearable device, i.e., only a limited amount of information would be lost. Hence, the processing unit can be adapted to determine the moment in time for ventilating said lower side of the wearable device based on said sweat level measure and optionally one or more of a parameter indicative of a stability and/or instability of a physiological parameter, a user/caregiver input, a calendar item (for example engaging in a sports activity or medical procedure where a continuous measurement is desired), a location information such as the user being in an operating room (where a continuous measurement is desired) or intensive care unit (ICU) or indicative of an activity of the user (such as an activity wherein a continuous measurement is desired).
Optionally, the wearable device can comprise an output unit, wherein the wearable device is further adapted to provide a notification about said moment in time for ventilating said lower side of the wearable device via said output unit. Hence, a user or caregiver can be instructed to take action for ventilating the device. The output unit can be part of the wearable device. Alternatively, in a system, the output can be part of an external entity such as a smartphone. The output unit can also be a communication interface of the wearable device.
Optionally, the wearable device is configured to adopt a ventilation state, wherein a spacing is provided between at least a portion of said lower side of the wearable device and the skin of the subject; and a contact state, wherein said portion of the lower side of the wearable device is configured to contact the skin of the subject. Hence, with said spacing in the ventilation state, an air gap can be provided for ventilating the lower side. The ventilation state can also be referred to as a sweat escape mode or state. The ventilation state preferably enables air flow to or ventilation of at least a portion of the lower side. The contact state, on the other hand, does not enable air flow to or ventilation of said portion. The wearable device can thus be configured to adopt two different states, selectively. The wearable device can be configured to change to said ventilation state based on said sweat level measure as determined by the processing unit at the moment in time for ventilating said lower side of the wearable device as determined by the processing unit. Once the lower side of the wearable device has been ventilated for sweat removal, the wearable device can again be configured to switch back to the contact state. For example, when using a timer, the wearable device can be configured to adopt the ventilation state when a first predetermined period of time has lapsed, for example, since the last displacement to the ventilation state or since first contact of the wearable device to the skin of the user. Correspondingly, the wearable device can be configured to resume to the contact state when a second predetermined period of time has lapsed since the last displacement to the ventilation state. For example, in the ventilation state, the wearable device may loosen the fixation element to provide a spacing, whereas in contact state the wearable device may tighten the fixation element for fixing the wearable device in contact with the user.
Optionally, the wearable device can be configured to oscillate between said ventilation state and said contact state when the processing unit determines the moment in time for ventilating said lower side of the wearable device. Thereby, the wearable device is adapted to actively remove moisture or sweat from between the lower side of the wearable device and the skin of the user. Hence, oscillating, i.e., alternating several times between said ventilation state and said contact state, can further improve sweat removal. The wearable device can be adapted to alternate at least twice between said ventilation state and said contact state when the processing unit determines the moment in time for ventilating said lower side of the wearable device. The wearable device may be adapted to pump sweat away by oscillating between said ventilation state and said contact state when the processing unit upon a single determination of a moment in time for ventilating said lower side of the wearable device.
Optionally, in a further refinement of this embodiment the wearable device can further comprise a physiological parameter sensor for acquiring a physiological signal of the user, wherein in said contact state the sensor is adapted to contact the skin of the user; and wherein in said ventilation state the sensor is adapted not to be in contact with the skin of the user. Hence, an area underneath the sensor, which can be considered to be the most relevant area for a measurement, can be ventilated.
Optionally, the physiological parameter sensor may switch to a different measurement mode or to a different sensor in said ventilation state than in said contact state. For example, a first measurement modality, such as photoplethysmography (PPG) measurement may be used when the physiological parameter sensor is in contact state, whereas a second, different measurement modality such a laser speckle imaging (LSI) may be used when the user is in ventilation state. The wearable device can be configured to use a measurement modality in the ventilation state that does not require contact to the skin of the user, i.e. a non-contact measurement of a physiological parameter. In an advantageous refinement, the physiological parameter sensor may be adapted to switch to a different measurement mode, e.g. contact or non-contact sensing mode using a same or different sensor such as PPG in contact mode and laser speckle imaging in non-contact mode.
Optionally, the wearable device can further comprise an actuator for (automatically) changing between said ventilation state and said contact state. The wearable device can comprise a controller for controlling said actuator based on the sweat level measure. For example, the sweat level can be determined using a sweat or moisture sensor and the wearable device can be configured to change to the ventilation state if said sweat level measure exceeds a first predetermined threshold. On the other hand, the wearable device can be configured to change to the contact state, if the sweat level falls below a second predetermined threshold. The first and second threshold can be the same or different. Preferably different thresholds are used wherein said second threshold is lower than said first threshold to provide a hysteresis. Thereby frequent changes between the two states can be avoided and an energy efficient implementation is provided to extend the battery life. Hence, the actuator can be adapted so as to enable ventilation of at least a portion of said lower side of the wearable device based on the sweat level measure at the moment in time for ventilating said lower side of the wearable device as determined by the processing unit.
Optionally, said actuator can comprise an electro-active material (EAM), in particular an electro-active polymer, EAP. In addition or in the alternative, a (micro) motor or other type of actuator can be used.
Optionally, the wearable device can comprise a spacing element adapted to provide said spacing between the wearable device and the skin of the subject, wherein the spacing element is displaceable between a first, ventilation state and a second, contact state, in particular wherein the spacing element is arranged between the lower side of the wearable and the skin of the user when worn. Optionally, in the first, ventilation state, the spacing element is at least partially distanced from the lower side of the wearable device, and in the second, contact state, the spacing element lies against the lower side of the wearable device. Hence, by providing said spacing and being distanced from the lower side of the wearable device in the ventilation state, the spacing element is adapted to enable a spacing to remove sweat from an area between the skin of the user and the lower side of the wearable device.
Optionally, the spacing element can be permeable to moisture. For example, the spacing element can comprise a membrane permeable to water and/or water vapor. The spacing element can comprise (micro-porous) PTFE (PolyTetraFluoroEthylene).
Optionally, the spacing element is a membrane and/or comprises at least one band or stripe.
Optionally, the wearable device further comprises a physiological parameter sensor for acquiring a physiological signal of the user, wherein the physiological parameter sensor is an optical physiological parameter sensor; and wherein the spacing element is transparent at a wavelength used by said optical physiological parameter sensor. More generally speaking, the sensor uses electromagnetic (EM) waves and the spacing element is transparent for a wave length used for the measurement. As used herein, transparent can refer to a transmission at a wavelength used by said optical physiological parameter sensor of more than 50%, preferably more than 70%, preferably more than 80%, preferably more than 90%. For example the physiological parameter sensor can be an optical physiological parameter sensor such as a PPG sensor or a laser speckle imaging sensor, or other sensor wherein light is used for physiological parameter measurement in particular to probe blood volume variations. Hence, a spacing can be provided between the skin of the user and said lower side of the wearable device while at the same time enabling the optical measurement.
Optionally, the actuator can comprise at least one displacement device at least partially made of an electro-active material, wherein the displacement device is mechanically connected to the spacing element for displacing the spacing element between the first, ventilation state and the second, contact state.
Optionally, at least one physiological parameter sensor can be integrated into the spacing element. Hence, ventilation between the skin of the user and a lower side of the wearable device can be provided while at the same time enabling continuous monitoring via the physiological parameter sensor. An advantage of this embodiment is that, for example if a strong signal-to-noise ratio is determined, at least a portion of the lower side of the wearable device can be ventilated (which may have otherwise provided shielding for the physiological parameter sensor) to enable ventilation of the lower side of the wearable device.
Optionally, in addition or in the alternative, the spacing element can at least partially be made of an electro-active material (electro-active polymer) and the actuator comprises a power supply for applying a voltage to the electro-active polymer. For example, the spacing element can thereby be configured to act as the actuator. The electro-active material of the spacing element may thus displace the spacing element such that the wearable device assumes the ventilation state when a first voltage is applied and to the contact state when a second voltage (or no voltage) is applied.
Referring to the embodiment of a system, it will be understood that the system may comprise a combination of a wearable device at another entity such as a smartphone or other external processing unit. The another entity can comprise the processing unit. Furthermore, the functionality of the processing unit can be partially implemented by the wearable device and partially implemented by another entity such as a smartphone. The wearable device and the other entity can be configured to communicate uni- or bi-directionally.
These and other aspects of the invention will be apparent from and elucidated with reference to the embodiments described hereinafter. In the following drawings
The wearable device 10 is adapted to be worn by a user 100. The wearable device 10 comprises a fixation element 12 for fixing the wearable device 10 to the user 100; and a lower side 15 for contacting a skin of the user when worn.
With photoplethysmography (PPG), bio-impedance or capacitive technology, contact sensors adapted to contact a skin of the user 100 and adapted to measure a physiological signal indicative of a vital sign (such as the heart rate of the user) can be integrated in wearable devices 10, 10′ such as wrist watches or bracelets. In order to get reliable measurements, the sensors need to make appropriate contact with the skin and the device should preferably be strapped quite tightly. Additionally, and particular in case of light-based sensor with no proper mechanism to cope with ambient light, the case or housing around the sensor should also be light tight to avoid noise from external light. Since sweat cannot escape in prior art devices, and accumulates between the device and the skin, which may lead to wearing discomfort and skin irritation. If the device cannot move, this is in particular a problem in situations when wearable device is used during sports, which leads to excessive sweating. However, it has been found that even during non-strenuous activities and even during sleep sweat may accumulate and lead to wearing discomfort and skin irritation. Next to wearing discomfort and skin irritation, sweat accumulating between the skin and device might cause inaccurate readings.
According to a second aspect of the present disclosure, a system 1 is provided comprising a wearable device 10′ adapted to be worn by a user 100 and a processing unit 20′. Hence, the processing unit can be part of the wearable device or part of another entity, thereby forming the system 1. For example, as shown in
An internal output unit 13 or external output unit 13′ can be provide to provide a notification about said moment in time for ventilating said lower side 15 of the wearable device 10. For example, the wearable device can provide one or more of a visual output via a display or light source, an audible output via a speaker, and/or a tactile output via a vibration unit. Correspondingly, such output means can be provided by the smartphone 200 or other external entity.
The wearable device 10 can comprise at least one physiological parameter sensor 21 for acquiring a physiological signal 31 of the user. For example, the physiological parameter sensor can be a photoplethysmography (PPG) sensor or bio-impedance sensor for measuring a heart rate of the user. The processing unit 20 can advantageously be adapted to determine the sweat level measure based on said physiological signal. An increased heart rate indicates that the user is engaging in physical activity and may therefore have an increased sweat production such that a larger amount of sweat is produced per time unit. Hence, the physiological signal provides an indication of the amount of sweat accumulated between the lower side of the wearable device and the skin of the user. Based thereon, an appropriate moment in time for ventilating said lower side of the wearable device can be determined. In addition or in the alternative, the wearable device can comprise a timer 22. The processing unit can be adapted to determine the sweat level measure based on an output of said timer 22.
Conventional wearable devices often provide a continuous physiological signal trace 31. The solution as proposed herein, however, is based on the idea to ventilate the wearable device, and in particular a lower side 15 thereof in contact with the skin 101 of the subject 100 when worn, at appropriate moments in time. As indicated in
After this period, the wearable device may again operate in contact mode indicated by period C2 wherein the physiological signal 31 can again be acquired. This period may again be followed by a second ventilation period V2, and so on.
The processing unit 10 is adapted to determine a sweat level measure 32 indicative of an amount of sweat accumulated between the lower side of the wearable device and the skin of the user. In the embodiment shown in
In an optional refinement, as indicated in the segment C3, a slope of said sweat level measure 32 can be adapted on additional measurements. For example, the wearable device 10, as illustrated in
Referring again to
Referring now to
In the embodiment shown in
As a solution to overcome the drawback of having a non-continuous monitoring, the physiological parameter sensor can be adapted to operate in a first, contact mode, for example providing a photoplethysmography measurement when being in contact mode, and to switch to a different measurement during ventilation state, for example using laser speckle imaging. Thereby, a first physiological signal 31 can be acquired in contact mode and a second physiological signal 31′ can be provided in ventilation mode (cf. signal traces 31 and 31′ in
In order to change between said contact state (as shown in
In the embodiments shown in
In the shown embodiment, the spacing element 41 is implemented in form of a membrane that is permeable to moisture and thereby enables evaporation of sweat from the skin 101 of the subject via the spacing 40 as shown in
It has been found that such extra tension (pressure on the skin) during a ventilation state can be tolerable since the time spent in ventilation state may be limited. Advantageously, the fixation element 12 comprises a portion made of an elastomer adapted to elongate upon providing an increased tension, for example moving the device by 1-2 mm.
In
In the preceding embodiment described with reference to
In an alternative embodiment as shown in
Electro-active polymers (EAP) are an emerging class of materials within the field of responsive materials. EAPs can easily be manufactured into various shapes allowing easy integration. EAP actuators can directly transduce an input energy to mechanical work. EAP actuators can be subdivided in field-driven and ionic-driven actuators.
It has been found that the limited electromechanical performance of traditional piezoelectric polymers can be further improved by polyvinylidene (di-)fluoride (PVDF) relaxor polymers which provide an advantageous spontaneous electric polarization (field driven alignment). These materials can also be pre-strained for improved performance in the strained direction since pre-strain leads to better molecular alignment. Normally, metal electrodes can be used since strains can be in a moderate regime (1-5%). Other types of electrodes 47 such as conducting polymers, carbon black based oils, gels or elastomers, etc. can also be used. The electrodes 47 can be continuous or segmented.
In another embodiment, the membrane 41 itself can be made of an electro-active material.
Advantageously, the EAP can be arranged in a so-called clamped arrangement wherein the EAP is fixed at at least two (opposite) sides, e.g. at two sides of the lower side 15 of a housing 11 of the wearable device 10. If the EAP is activated, the deformation can be as indicated in
The embodiment shown in
Optionally, an EAP can be used that is made from a transparent material such as e.g. disclosed in U.S. Pat. No. 7,969,645 B2 or Samuel Shian, et al. (“High-speed, compact, adaptive lenses using in-line transparent dielectric elastomer actuator membranes”) in combination with ITO-layers as metal electrodes or grid-like electrode configurations. Accordingly, the EAP may be (optically) transparent to a physiological parameter sensor, here a PPG sensor which may be embedded in the lower side of the wearable device 10. Holes can be provided to enable evaporation of sweat.
In an embodiment, the EAP can be covered by a standard plastic material. The plastic material can serve as a carrier layer wherein the physiological parameter sensor 21 can be fixed to the EAP forming the spacing element as already illustrated in
In an embodiment, the spacing element 41 can comprise (vertical) holes between the lower side 15 of the wearable device and the skin 101 of the subject 100 when worn. An advantage of this approach is improved air ventilation. Also a diaphragm-like EAP configuration is possible. Optionally, holes can be provided as a controllable valve structure adapted to a let a fluid (or gas) flowing through said opening from one side to the other. The valve may be open if the EAP is activated and may be closed if the EAP is deactivated. In yet another embodiment, the EAP may comprise small holes which may be switched from an open to a close state. In the open state, ventilation can take place.
In addition or as an alternative to providing an at least partially transparent spacing element 41, the spacing element 41 may have an opening for the physiological parameter sensor 21.
Referring to
Referring to a comparison of
Referring again to
After the wearable device has switched to ventilation state, it can be switched back to contact state when no ventilation is needed anymore, i.e., because the sweat has evaporated. The timing of switching back to contact state can either be based on a timer (e.g. a predetermined time such as one minute after switching to ventilation state), on a sensor that gives a sweat measure such as a galvanic skin response sensor or one or more sensors from which sweat production is estimated (e.g. skin temperature, heart rate, or motion sensor, in combination with an estimate of how much sweat has evaporated, which can be based on the amount of time in the ventilations state).
Optionally, the ventilation state may be switched off manually, for example in cases where continuous monitoring is needed, for example when the user is doing a VO2-max test or when knowledge about a maximum heart rate during a dedicated measurement time interval is desired. Thereby, it is ensured that no relevant measurement data is lost during an undesired occurrence of a ventilation state. For example, the ventilation state can be deactivated for a predetermined period of time of, for example, 30 minutes upon receiving a user input.
Further, different physiological parameter sensors can be used in addition or in alternative to the heart rate sensor of the present embodiment, such as transcutaneous O2 or transcutaneous CO2 sensors.
In yet another embodiment, one or more spacing elements 41 can be provided in proximity of a physiological parameter sensor in order to lift the physiological parameter sensor from the skin of the user to provide a ventilation state; and to lower the physiological parameter sensor to the skin of the user to provide a contact state.
In a first step S1, the wearable device is fixed or applied to the user. In a second step S2, a sweat level measure indicative of an amount of sweat accumulated between the lower side of the wearable device and a skin of the user is determined by a processing unit. In a next step S3, a moment in time for ventilating said lower side of the wearable device is determined based on said sweat level measure by the processing unit.
While the invention has been described with reference to the embodiment of a wrist-worn wearable device, it shall be understood that a wearable device can also take other forms or may applied to other portions of the body of the user, such as a finger, an earlobe, an upper arm or the chest.
In conclusion, the wearable device, system and method presented herein enable an improved wearing comfort, in particular by enabling reduced skin irritation caused by sweat. Furthermore, the measurement accuracy can advantageously be improved since the removal of sweat can enable more accurate optical measurements due to reduced reflections and/or more accurate bio-impedance measurements since an impedance-influence due to a sweat layer on top of the skin can be reduced.
While the invention has been illustrated and described in detail in the drawings and foregoing description, such illustration and description are to be considered illustrative or exemplary and not restrictive; the invention is not limited to the disclosed embodiments. Other variations to the disclosed embodiments can be understood and effected by those skilled in the art in practicing the claimed invention, from a study of the drawings, the disclosure, and the appended claims.
In the claims, the word “comprising” does not exclude other elements or steps, and the indefinite article “a” or “an” does not exclude a plurality. A single element or other unit may fulfill the functions of several items recited in the claims. The mere fact that certain measures are recited in mutually different dependent claims does not indicate that a combination of these measures cannot be used to advantage.
A computer program may be stored/distributed on a suitable medium, such as an optical storage medium or a solid-state medium supplied together with or as part of other hardware, but may also be distributed in other forms, such as via the Internet or other wired or wireless telecommunication systems.
Any reference signs in the claims should not be construed as limiting the scope.
Number | Date | Country | Kind |
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17182478.2 | Jul 2017 | EP | regional |
Filing Document | Filing Date | Country | Kind |
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PCT/EP2018/069752 | 7/20/2018 | WO | 00 |