Abstract: A system and method is disclosed for classifying time-series data provided to a machine-learning model from a continuous sensor signal. The data may be “windowed” or “divided” into a smaller data segment using a first stage classifier where an “event of interest” may be identified. The first stage classifier may employ an algorithm that prohibits false negative identifications. The data segment detected as including an event of interest may then be transmitted to a second stage classifier operable to performs a full classification on the data segment. The multi-stage network may require less power and a less complex structure.

Abstract: A portable electronic communication device including a display, a pressure sensor array including a plurality of pressure sensors, and an electronic processor communicatively coupled to the pressure sensor array. The electronic processor is configured to receive, from the pressure sensor array, a plurality of stress tensor measurements corresponding to a user interaction with the display, perform an interpolation of the plurality of pressure measurements, and determine, based on the interpolation, a faulty sensor of the plurality of sensors.

Abstract: A system and method for generating and using fixed-point operations for neural networks includes converting floating-point weighting factors into fixed-point weighting factors using a scaling factor. The scaling factor is defined to minimize a cost function and the scaling factor is derived from a set of multiples of a predetermined base. The set of possible scaling function is defined to reduce the computational effort for evaluating the cost function for each of a number of possible scaling factors. The system and method may be implemented in one or more controllers that are programmed to execute the logic.

Abstract: A blood pressure and cardiac monitoring system includes a sensing assembly, a processor, a memory, a communication interface, and any suitable computer implemented modules communicatively coupled to each other via a bus. The sensing assembly comprises of a first sensor (single or multi-axes) located at a first axis of a target generating a first time-dependent motion waveform representative of one or more contractile properties of the target's heart and a second sensor (single or multi-axes) located at a second axis of the target generating a second time dependent motion waveform representative of the target's blood flow. The first and second sensor can be integrated in a multi-axes sensor which sense both the axes. The processor is configured to receive the first time dependent motion waveform and the second time dependent motion waveform, and to determine a first time difference between a vital sign present in the first time dependent motion waveform and the second time dependent motion waveform.

Abstract: In one embodiment, a temperature sensor system includes a sensor assembly with a temperature sensing portion configured to generate a first signal based upon a temperature of body proximate a surface portion of the temperature sensing portion, and a thermoelectric generator portion configured to receive heat flow from the body through the temperature sensing portion and to generate a second signal based upon the heat flow. A control unit is operably connected to the sensor assembly and a memory and configured to execute program instructions stored in the memory to calculate and output a corrected temperature based upon the first signal, the second signal, and at least one correction factor stored in the memory. The at least one correcting factor is determined based upon at least one of a thermal conductivity of the sensor assembly, a size of the sensor assembly, and an aspect ratio of the sensor assembly.

Abstract: A transducer includes one or more actuator components configured to be encompassed by a cavity of a frame, wherein the one or more actuator components are configured to allow in-plane and out-of-plane movement with respect to the frame and configured to create haptic feedback in the in-plane or out-of-plane movement to the frame. The transducer also includes one or more sensing layers configured to detect changes of displacement in the frame, wherein the sensing layer is connected to the one or more actuator components.

Abstract: A thickness analyzer unit for determining a thickness of a layer includes a temperature change device, a temperature sensor, a memory, and a controller. The temperature change device is configured to induce a temperature change of the layer from a first temperature value to a second temperature value. The temperature sensor is configured to generate first temperature data corresponding to the first temperature value and second temperature data corresponding to the second temperature value. The memory is configured to store the first and second temperature values, a thermal conductivity value, a specific thermal capacity value, and a density value. The controller is configured (i) to determine a time constant value of the layer based on the first and second temperature values, and (ii) to determine the thickness of the layer based on the time constant, the thermal conductivity value, the specific thermal capacity value, and the density value.

Abstract: A method of countering a residual resonance experienced by an electronic communication device due to an activation of an actuator within the housing of the electronic communication device. The method includes determining an effective vibration behavior of the electronic communication device when activating the actuator according to a predetermined pattern, determining, based on the effective vibration behavior, a desired counter actuation signal, activating the actuator according to the predetermined pattern for a predetermined period of time, and upon expiration of the predetermined period of time, activating the actuator according to the desired counter actuation signal to counter an residual resonance experienced by the electronic communication device.

Abstract: A system of determining a location of a force exerted on a mobile communication device, the system comprising a first pressure sensor disposed within the mobile communication device and adjacent an outer surface of the mobile communication device, wherein the first pressure sensor is attached to the outer surface via a first interface material, wherein the first pressure sensor is configured to detect pressure below the outer surface, a second pressure sensor disposed within the mobile communication device and adjacent the outer surface of the mobile communication device, wherein the second pressure sensor is attached to the outer surface via a second interface material, wherein the second pressure sensor is configured to detect pressure below the outer surface, and a processor coupled to the first and second pressure sensors and configured to activate an associated mobile communication device command in response to the detected pressure being above a threshold.

Abstract: A temperature sensing system includes an insulator having a thermal resistance that is controllable from a first thermal resistance to a second thermal resistance, and at least one temperature sensor operable to sense temperature at first and second sides of the insulator. A processor is configured to control the thermal resistance of the insulator to change from the first thermal resistance to the second thermal resistance.

Abstract: A wearable health device system includes a housing configured to be worn by a subject, and a sensor assembly with at least two accelerometers which sense acceleration along non-parallel axes. A processor operably connected to the sensor assembly and a memory executes program instructions in the memory to obtain SCG template data from the accelerometers and divide the obtained SCG template data into at least one cardiac cycle segment. The cardiac cycle segment is used to generate an SCG acceleration template which is in turn used to generate an SCG rotation matrix. SCG acceleration data is then obtained from the accelerometers and normalized by applying the generated SCG rotation matrix to the obtained SCG acceleration.

Abstract: A wearable health device system includes a housing configured to be worn by a subject, and a sensor assembly with at least two accelerometers which sense acceleration along non-parallel axes. A processor operably connected to the sensor assembly and a memory executes program instructions in the memory to obtain SCG template data from the accelerometers and divide the obtained SCG template data into at least one cardiac cycle segment by converting the SCG template data into polar coordinate SCG template data or spherical coordinate SCG template data. At least one reference cardiac event is identified in the SCG template data using the converted SCG template data, and the SCG template data is divided into at least one cardiac cycle segment based upon the referenced cardiac event.

Abstract: A system for detecting blood velocity within a blood vessel includes a piezoelectric transducer supported on a ceramic substrate. The ceramic substrate supports the piezoelectric transducer at a fixed angle of incidence that is greater than 0° and less than 90°. The ceramic substrate is formed of steatite ceramic and is configured to couple an ultrasonic signal emitted by the transducer to skin underlying the substrate.

Abstract: A method for calibrating a thermometer unit for measuring a core temperature of a system, includes determining a first heat transfer coefficient of the system, and calculating core temperature data corresponding to the core temperature of the system based on the first heat transfer coefficient. The method also includes identifying a change in the core temperature data that exceeds a predetermined threshold. The thermometer unit is calibrated by determining a second heat transfer in response to the identified change in the core temperature data. The core temperature data is calculated based on the second heat transfer coefficient.

Abstract: In one embodiment a temperature sensor system includes two sensor assemblies with different thermal resistances, each sensor assembly including a temperature sensing portion and a thermoelectric generator portion configured to receive heat flow from a body through the associated temperature sensing portion. A control unit is operably connected to the sensor assemblies and the memory. The control unit is configured to execute program instructions stored in the memory to obtain signals from the temperature sensor portions and the thermoelectric generator portions and to calculate and output a body core temperature (TB) based upon the obtained signals.

Abstract: A system for detecting blood velocity within a blood vessel includes a transducer array including a plurality of transducers. Each of the transducers includes a carrier substrate, at least one spacer extending upwardly from the substrate, a transducer element attached to the spacer such that the piezoelectric transducer is spaced apart from the substrate, and setting electrodes positioned on the upper surface of the substrate under the piezoelectric transducer. The system also includes a tilt control system that is configured to apply a bias voltage to the setting electrodes which causes the transducer element to pivot about a pivot axis between a first tilted position and a second tilted position.

Abstract: A vital signs monitoring system includes a peak pattern detection module configured to output a peak prediction signal from sensor signals based on a peak prediction algorithm; a vital sign estimating module configured to estimate a vital sign based on the peak prediction signal; an activity and context detector module configured to output a context signal based on at least one environmental condition and/or activity level of the person; and a concept drift detection module configured to output a drift signal based on drift detected in the estimated vital sign. The peak pattern prediction module is configured to update the peak prediction algorithm based on the context signal and the drift signal.

Abstract: A mobile communication device and associated control system is provided for determining a presence and location of pressure applied to the mobile communication device. The system can replace physical buttons on the mobile communication device. In embodiments, a sealed chamber, such as a tube, is filled with a pressure-transferring medium inside the sidewalls of the frame of the mobile communication device. Two (or more) pressure sensors can be mounted to the chamber to measure the pressure at two different locations in the chamber. In an embodiment, the time difference of the pressure wave arriving between the pressure sensors can indicate the location of the applied force. By knowing where the force is applied, a desired command from a user can be inferred.

Abstract: A mold sensor is configured with an enclosed chamber in which a nutrient-treated substrate is positioned. The mold sensor includes a sensor for measuring electrical properties of the substrate. The substrate includes conductive elements to interface with a controller to measure the electrical properties. The controller operates the sensor and is programmed to detect a presence of mold growing in the chamber based on the electrical properties.

Abstract: A mold sensor include a housing that defines an enclosed chamber in which a nutrient-treated substrate is positioned. The mold sensor includes a substrate advancement mechanism that is configured to selectively move the substrate to expose a surface of the substrate within the chamber. The mold sensor includes a sensor configured to detect mold growth on the substrate within the chamber.