Abstract: A sensor system senses a plurality of environmental phenomena and send a data message with sensed parameters. The computer system determines an indication that the sensed parameter indicated low-quality sleep and sends an instruction to adjust the environment. A control system adjusts the environment without particular input from a user.

Abstract: A sensor system senses a plurality of environmental phenomena and send a data message with sensed parameters. The computer system determines an indication that the sensed parameter indicated low-quality sleep and sends an instruction to adjust the environment. A control system adjusts the environment without particular input from a user.

Abstract: A system for short-term screening and triage of a subject includes a smart device in the subject's possession and an application on the smart device programmed to provide instructions to the subject to start a screening procedure, the application programmed with multiple screening procedures, and record sensor data obtained from a sensor located in the smart device.

Abstract: Systems and methods for speech-controlled or speech-enabled health monitoring of a subject are described. A device includes a substrate configured to support a subject, a plurality of non-contact sensors configured to capture acoustic signals and force signals with respect to the subject, an audio interface configured to communicate with the subject, and a processor in connection with the plurality of sensors and the audio interface. The processor configured to determine biosignals from one or more of the acoustic signals and the force signals to monitor a subject's health status, and detect presence of speech in the acoustic signals. The audio interface configured to interactively communicate with at least one of the subject or an entity associated with the subject based on at least one of an action needed due to the subject's health status and a verbal command in detected speech.

Abstract: An acoustic sensor is positioned in an environment and configured to generate a data stream responsive to acoustic energy in the environment. A controller is configured to receive the data stream. The controller is further configured to analyze the data stream to determine ambient acoustic signals. The controller is further configured to generate an ambient acoustic template based on the determined ambient acoustic signals. The controller is further configured to apply the ambient acoustic template to the data stream so that the ambient acoustic signals are suppressed in the data stream. The controller is further configured to analyze the data stream after the ambient acoustic signals are suppressed in order to determine if the acoustic energy in the environment includes acoustic energy of human snoring. The controller is further configured to issue a control signal to a second controller in order to engage a home automation device.

Abstract: A bed can include a mattress and a foot warming system. The mattress can include a mattress cover and a support structure that is positioned under and covered by the mattress cover. The foot warming system can include a heating unit an envelope, a power source, and an electrical connector electrically connecting the heating unit to the power source. The heating unit can be positioned inside the envelope between the envelope top and the envelope bottom. The heating unit and the envelope can be positioned at a foot of the bed under mattress cover between the support structure and the mattress cover.

Abstract: An acoustic sensor is positioned in an environment and configured to generate a data stream responsive to acoustic energy in the environment. A controller is configured to receive the data stream. The controller is further configured to analyze the data stream to determine ambient acoustic signals. The controller is further configured to generate an ambient acoustic template based on the determined ambient acoustic signals. The controller is further configured to apply the ambient acoustic template to the data stream so that the ambient acoustic signals are suppressed in the data stream. The controller is further configured to analyze the data stream after the ambient acoustic signals are suppressed in order to determine if the acoustic energy in the environment includes acoustic energy of human snoring. The controller is further configured to issue a control signal to a second controller in order to engage a home automation device.

Abstract: A pressure sensor is configured to generate pressure readings from a user that is sleeping on a bladder. A client unit is configured to receive the pressure readings from the pressure sensor for a plurality of night's sleep for the user and transmit sleep-data to a cloud unit that is geographically remote from the client unit. A cloud unit is configured to receive the sleep-data, generate report-data from the sleep data; and generate sleep-reports for the user, each report corresponding to at least one different night's sleep of the user.

Abstract: A bed can include a mattress and a foot warming system. The mattress can include a mattress cover and a support structure that is positioned under and covered by the mattress cover. The foot warming system can include a heating unit an envelope, a power source, and an electrical connector electrically connecting the heating unit to the power source. The heating unit can be positioned inside the envelope between the envelope top and the envelope bottom. The heating unit and the envelope can be positioned at a foot of the bed under mattress cover between the support structure and the mattress cover.

Abstract: A sensing unit is configured to generate pressure readings from a phenomena within a sleep environment and to generate temperature readings from a sensed temperature. A processing unit is configured to select a thermoregulation adjustment and to alter a thermal property of a sleep environment based on the selected thermoregulation adjustment.

Abstract: A sensor system senses a plurality of environmental phenomena and send a data message with sensed parameters. The computer system determines an indication that the sensed parameter indicated low-quality sleep and sends an instruction to adjust the environment. A control system adjusts the environment without particular input from a user.

Abstract: A bed has a mattress. A sensor is configured to sense sleep readings of a user sleeping on the bed. An automation controller is configured to transmit the sleep readings to a cloud service. Hardware hosting the cloud service is configured to compare the sleep readings with trend data in order to generate adjustments to the user's sleep environment.

Abstract: Devices and methods for generating synthetic cardio-respiratory signals from one or more ballistocardiogram (BCG) sensors. A method for determining item specific parameters includes obtaining ballistocardiogram (BCG) data from one or more sensors, where the one or more sensors capture BCG data for one or more subjects in relation to a substrate. For each subject, the captured BCG data is pre-processed to obtain cardio-respiratory BCG data. The cardio-respiratory BCG data is sub-sampled to generate the cardio-respiratory BCG data at a cardio-respiratory sampling rate conducive to cardio-respiratory signal generation. The sub-sampled cardio-respiratory BCG data is cardio-respiratory processed to generate a cardio-respiratory parameter set. A synthetic cardio-respiratory signal is generated from at least the cardio-respiratory parameter set and a cardio-respiratory event morphology template. A condition of the subject is determined based on the synthetic cardio-respiratory signal.

Abstract: Devices and methods for determining item-specific information for single or multiple items on one or multiple substrates are described. The method includes generating multiple sensor multiple dimensions array (MSMDA) data from multiple sensors, where each of the multiple sensors capture sensor data for one or more items in relation to a substrate. For each item, the method includes determining relationships between the multiple sensors based on characteristics of the MSMDA data, determining a location of the item on the substrate based on at least the determined relationships between the multiple sensors, determining an angular orientation of the item on the substrate based on at least the determined relationships between the multiple sensors, and determining a body position of the subject on the substrate based at least the determined relationships between the multiple sensors, the location of the subject, and the angular orientation of the item.

Abstract: A first collection of biometric data of a user on a mattress of the bed system is sensed via a sensor of the bed system. The user is instructed to perform an exercise activity. The user is instructed to return to and lay on the mattress after performing the exercise activity. A second collection of biometric data of the user on the mattress of the bed system is sensed via the sensor of the bed system again after the user has performed the exercise activity. A stress test output is generated based on the sensed first biometric data and the sensed second biometric data. The stress test output is displayed to the user.

Abstract: A first bed that includes a first mattress, first pressure sensor, first acoustic sensor, and first controller configured to receive first pressure readings and first acoustic readings. The first controller is further configured to transmit the first pressure readings and the first acoustic readings to a remote server. The system further includes a second bed that includes a second mattress, a second pressure sensor, a second acoustic sensor and a second controller configured to run the received physiological event classifiers on second pressure readings and on second acoustic readings in order to collect one or more physiological event votes from the running physiological event classifiers and operate the bed system according to the indicated physiological event.

Abstract: A first controller is in data communication with a first pressure sensor and is configured to receive first pressure readings, and transmit the first pressure readings. The system further includes a second controller in data communication with the second pressure sensor, the controller configured to receive one or more presence classifiers. The second controller is further configured to run the received presence classifiers on second pressure readings in order to collect one or more presence votes from the running presence classifiers. The second controller is further configured to determine, from the one or more presence votes, a presence state of a user on the second bed. The second controller is further configured to responsive to the determined presence state; operate the bed system according to the determined presence state.

Abstract: A first bed that includes a first mattress, a first pressure sensor, a first acoustic sensor, and a first controller in data communication with the first pressure sensor and the first acoustic sensor. The first controller is configured to receive first pressure readings and first acoustic readings. The first controller is further configured to transmit the first pressure readings and the first acoustic readings to a remote server. A second controller is configured to receive the one or more snore classifiers. The second controller is further configured to run the received snore classifiers on second pressure readings and on second acoustic readings in order to collect one or more snore votes from the running snore classifiers. The second controller is further configured to determine a snore state of a user on the second bed and operate the bed system according to the determined snore state.

Abstract: A controller is configured to receive one or more streams of data, each stream of data representing a sensed phenomenon in the environment of a bed on which a first user is sleeping and a second user is sleeping. The controller is further configured to determine that the first user is experiencing restless sleep. The controller is further configured to determine that the second user is snoring. The controller is further configured to issue a snore-control command to a controllable home automation device such that the controllable home automation device alters a feature of the second user's sleeping environment in a way that is likely to reduce the second user's snoring. The controller is further configured to determine again that that the second user is still snoring and issue a second snore-control command.

Abstract: An acoustic sensor is positioned in an environment and configured to generate a data stream responsive to acoustic energy in the environment. A controller is configured to receive the data stream. The controller is further configured to analyze the data stream to determine ambient acoustic signals. The controller is further configured to generate an ambient acoustic template based on the determined ambient acoustic signals. The controller is further configured to apply the ambient acoustic template to the data stream so that the ambient acoustic signals are suppressed in the data stream. The controller is further configured to analyze the data stream after the ambient acoustic signals are suppressed in order to determine if the acoustic energy in the environment includes acoustic energy of human snoring. The controller is further configured to issue a control signal to a second controller in order to engage a home automation device.