CN108012560A - Intelligent infant monitors system and infant monitoring center and infant learns acceptance detecting system - Google Patents

Intelligent infant monitors system and infant monitoring center and infant learns acceptance detecting system Download PDF

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Publication number
CN108012560A
CN108012560A CN201680032372.XA CN201680032372A CN108012560A CN 108012560 A CN108012560 A CN 108012560A CN 201680032372 A CN201680032372 A CN 201680032372A CN 108012560 A CN108012560 A CN 108012560A
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CN
China
Prior art keywords
infant
monitoring
measurement data
monitoring center
data
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Granted
Application number
CN201680032372.XA
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Chinese (zh)
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CN108012560B (en
Inventor
A·普拉迪普
R·德夫
T·罗宾斯
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J Mira Blaise Co Ltd
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J Mira Blaise Co Ltd
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Priority to US14/679,008 priority Critical
Priority to US14/679,010 priority
Priority to US201514679010A priority
Priority to US201514679006A priority
Priority to US201514679008A priority
Priority to US14/679,006 priority
Priority to US14/681,902 priority patent/US20160293026A1/en
Priority to US14/681,906 priority patent/US10223497B2/en
Priority to US14/681,906 priority
Priority to US14/681,904 priority
Priority to US14/681,902 priority
Priority to US14/681,904 priority patent/US20160287073A1/en
Priority to PCT/US2016/026062 priority patent/WO2016164374A1/en
Application filed by J Mira Blaise Co Ltd filed Critical J Mira Blaise Co Ltd
Publication of CN108012560A publication Critical patent/CN108012560A/en
Application granted granted Critical
Publication of CN108012560B publication Critical patent/CN108012560B/en
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    • GPHYSICS
    • G09EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09BEDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B19/00Teaching not covered by other main groups of this subclass
    • GPHYSICS
    • G09EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09BEDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B5/00Electrically-operated educational appliances

Abstract

There is provided and be used to more effectively monitor infant to strengthen the mechanism of nurse and infant development and processing.System can include wearable infant's monitoring device, coffret and monitoring center.Wearable infant's monitoring device includes being used for the activity for detecting infant and the sensor of position.Coffret transmits the movable and associated position measurement data with infant.Monitoring center receives the measurement data, and including being configured to determine that processor of the infant to the acceptance of study.Then, the acceptance based on infant to study, comes to provide learning stuff to caregiver via display interface.

Description

Intelligent infant monitors system and infant monitoring center and infant learns acceptance Detecting system
Cross reference to related applications
This application claims entitled " the INTELLIGENT INFANT submitted by Pradeep on April 8th, 2015 The priority of the U.S. Patent application 14/681,902 (SMLBP002C1) of MONITORING SYSTEM ", the wherein United States Patent (USP) Application 14/681,902 is entitled " the INTELLIGENT INFANT MONITORING submitted on April 5th, 2015 The continuation for having abandoned U.S. Patent application 14/679,006 (SMLBP002) of SYSTEM ".This application claims by Pradeep in Entitled " the U.S. Patent application 14/681,904 of INFANT MONITORING HUB " submitted on April 8th, 2015 (SMLBP003C1) it is entitled that priority, the wherein U.S. Patent application 14/681,904 are that on April 5th, 2015 submits " the continuation for having abandoned U.S. Patent application 14/679,008 (SMLBP003) of INFANT MONITORING HUB ".The application It is required that entitled " the INFANT LEARNING RECEPTIVITY DETECTION submitted by Pradeep on April 8th, 2015 The priority of the U.S. Patent application 14/681,906 (SMLBP004C1) of SYSTEM ", the wherein U.S. Patent application 14/681, 906 be entitled " the INFANT LEARNING RECEPTIVITY DETECTION SYSTEM " submitted on April 5th, 2015 The continuation of U.S. Patent application 14/679,010 (SMLBP004) is abandoned, wherein the above-mentioned full content respectively applied passes through reference And by comprising and for all purposes.
Technical field
The present invention relates to infant's monitoring device.
In one example, the present invention relates to the mechanism that system is monitored for providing intelligent infant.
In one example, the present invention relates to the mechanism for providing wearable infant's monitoring device.
Background technology
Traditional infant, which monitors system, includes audio or visual monitoring device, and wherein these audios or visual monitoring device are long-range The sense of hearing or visual information are collected in ground, and send this information to and enable the caregiver of parent etc. to check or hear this Another device of information.For example, can near infant it is (such as first-class in nightstand or night-table) placement microphone, and And remote speaker can be placed near the caregiver in another place in another room etc..So so that caregiver It can hear crying of infant etc..Some monitoring systems include being oriented to the movement of record infant and the shooting of position Machine.Caregiver can check the video of infant from the remote-control device of Special device for monitoring or smart phone etc..
Although legacy system enables caregiver to monitor the sound and video of infant from remote-control device, these are monitored System is confined to only provide the fundamental surveillance of infant.Substantially, these monitoring systems enable caregiver from different fields Institute (another room out of family etc.) hears and sees infant.Caregiver must be according to being transmitted via monitoring system Sound and scene guess the demand of infant, mood, health and happiness.Some wearable devices will be related with infant Basic heart rate and temperature information is provided to caregiver.However, it is very limited in current monitoring system nature.Caregiver More sane monitoring system can be significantly benefited from, to improve the treatment of the infant of caregiver and development.
The content of the invention
For the solution of problem
There is provided and be used to more effectively monitor infant to strengthen the mechanism of nurse and infant development and processing.System can be with Including wearable infant's monitoring device, coffret and monitoring center.Wearable infant's monitoring device includes being used to detect The activity of infant and the sensor of position.Coffret transmits the movable and associated position measurement data with infant. Monitoring center receives the measurement data, and including being configured to determine that processor of the infant to the acceptance of study.Then, Acceptance based on infant to study, comes to provide learning stuff to caregiver via display interface.
There is provided be used for using infant monitoring center come more effectively monitor infant with strengthen nurse and infant development Mechanism and processing.Infant monitoring center can include infant's monitoring device interface, processor, long-time memory and platform Interface.Infant's monitoring device receives the measurement data for being wirelessly transmitted to come from infant's monitoring device, and the wherein infant supervises Surveying device includes being used for the sensor for following the trail of infant's activity and position.Processor handles the measurement data, and is directed to and baby The infant that child's monitoring device is associated selects and customizes learning stuff.Long-time memory storage remote platform is provided Material is practised, the wherein remote platform is used for from multiple infant monitoring center receive information.Platform interface be convenient for remotely The information exchange of platform, wherein the remote platform analysis measurement data are to identify multiple acceptance windows and corresponding learning stuff.
There is provided and be used to more effectively monitor infant to strengthen the mechanism of nurse and infant development and processing.System can be with Including infant's monitoring device and monitoring center.Infant's monitoring device includes being used for the sensor for collecting measurement data.Monitoring Center receives the measurement data, and carrys out analysis measurement data relative to the study acceptance model obtained from remote platform.Point Measurement data is analysed, to predict the infant associated with infant's monitoring device by the time of Reception learning and the duration.
(aspect 1)
A kind of system, including:
Wearable infant's monitoring device, wearable infant's monitoring device includes multiple sensors, the multiple Sensor is configured as activity and the position of detection infant;
Coffret, it is configured as movable and position associated measurement data of the transmission with the infant;And
Monitoring center, it is configured as receiving the measurement data, and the monitoring center includes processor, the processor Acceptance of the infant to study is configured to determine that, wherein based on the infant to the acceptance of study, via aobvious Show that interface provides learning stuff to caregiver.
(aspect 2)
According to the system described in aspect 1, wherein, the processor determines the baby based on smile with the duration is stared Acceptance of the child to study.
(aspect 3)
According to the system described in aspect 1, wherein, the processor determines the infant based on smile with intensity is stared To the acceptance of study.
(aspect 4)
According to the system described in aspect 1, wherein, the processor based on the developmental age associated with the infant come Processing data measurement simultaneously customizes learning Content.
(aspect 5)
According to the system described in aspect 1, wherein, the monitoring center further includes long-time memory, the long-time memory It is configured as storage learning Content and timetable.
(aspect 6)
According to the system described in aspect 1, wherein, the monitoring center further includes long-time memory, the long-time memory It is configured as storage infant's model and chart.
(aspect 7)
According to the system described in aspect 1, wherein, the monitoring center further includes platform interface, the platform interface by with The communication being convenient between the monitoring center and platform is set to, wherein platform aggregation monitors dress from multiple infants The data put.
(aspect 8)
According to the system described in aspect 1, wherein, further include peripheral unit.
(aspect 9)
According to the system described in aspect 8, wherein, the peripheral unit is camera.
(aspect 10)
According to the system described in aspect 9, wherein, the peripheral unit is audio sensor.
(aspect 11)
According to the system described in aspect 9, wherein, the peripheral unit is projecting apparatus.
(aspect 12)
According to the system described in aspect 9, wherein, the peripheral unit is board device.
(aspect 13)
According to the system described in aspect 1, wherein, the long-range infant monitoring center is mobile device.
(aspect 14)
According to the system described in aspect 1, wherein, the multiple sensor includes three axis accelerometer, electrodermal response is examined Survey device, that is, GSR detectors, gyroscope and temperature sensor.
(aspect 15)
According to the system described in aspect 1, wherein, the coffret is Bluetooth Low Energy interface i.e. BLE interfaces.
(aspect 16)
A kind of device, including:
Wearable infant's monitoring device, wearable infant's monitoring device includes multiple sensors, the multiple Sensor is configured as activity and the position of detection infant;
Coffret, it is configured as movable and position associated measurement data of the transmission with the infant;And
Charging interface,
Wherein, monitoring center is configured as receiving measurement data, monitoring center's bag from the wearable monitoring device Processor is included, the processor is configured to determine that acceptance of the infant to study, wherein based on the infant couple The acceptance of study, comes to provide learning stuff to caregiver via display interface.
(aspect 17)
According to the device described in aspect 16, wherein, the processor is based on smile and stares the duration come definite described Acceptance of the infant to study.
(aspect 18)
According to the device described in aspect 16, wherein, the processor determines the baby children based on smile with intensity is stared Acceptance of the youngster to study.
(aspect 19)
According to the device described in aspect 16, wherein, the processor is based on the developmental age associated with the infant To handle data measurement and customize learning Content.
(aspect 20)
According to the device described in aspect 16, wherein, the monitoring center further includes long-time memory, the long-time memory It is configured as storage learning Content and timetable.
(aspect 21)
A kind of infant monitoring center, including:
Infant's monitoring device interface, it is configured as receiving the measurement number for being wirelessly transmitted to come from infant's monitoring device According to infant's monitoring device includes multiple sensors, and the multiple sensor is configured as tracking infant activity and position Put;
Processor, it is configured as handling the measurement data, and for associated with infant's monitoring device Infant select and customize learning stuff;
Long-time memory, it is configured as the learning stuff that storage remote platform is provided, and the remote platform is configured For from the multiple infant monitoring center receive information associated with multiple infants;And
Platform interface, it is configured as exchanging information with the remote platform, wherein the remote platform is configured as point The measurement data is analysed, to identify the multiple acceptance windows associated with the multiple infant and be adapted to the multiple acceptance The learning stuff of window.
(aspect 22)
Infant monitoring center according to aspect 21, wherein, display is further included, the display is configured as permitting Perhaps caregiver and infant's monitoring device are interactive.
(aspect 23)
Infant monitoring center according to aspect 21, wherein, the measurement data includes movement, temperature and position.
(aspect 24)
Infant monitoring center according to aspect 21, wherein, the remote platform use from Intentionality detector, Staring detector, the data of common concern one or more of detector and cognition detection device detector are the multiple to identify Acceptance window.
(aspect 25)
Infant monitoring center according to aspect 21, wherein, it is prostrate that the measurement data, which includes the infant, Position or dorsal position.
(aspect 26)
Infant monitoring center according to aspect 21, wherein, the measurement data includes electrodermal response.
(aspect 27)
Infant monitoring center according to aspect 21, wherein, the processor is configured as the measurement data It is processed into the observation result related with the infant.
(aspect 28)
Infant monitoring center according to aspect 27, wherein, the sleep state of the observation result including infant, Mobility, pressure, position, comfort level, health status, vigilance or expression.
(aspect 29)
Infant monitoring center according to aspect 21, wherein, the processor is configured as the measurement data It is processed into the inference related with the infant.
(aspect 30)
Infant monitoring center according to aspect 29, wherein, the inference include infant to the acceptance of study, Infant's happiness, the presence of caregiver, environmental factor, the security of infant or the emotional state of infant.
(aspect 31)
Infant monitoring center according to aspect 21, wherein, the processor is additionally configured to customization for specific The learning stuff of infant.
(aspect 32)
Infant monitoring center according to aspect 21, wherein, the long-time memory is additionally configured to storage from institute State timetable, model and chart that remote platform receives.
(aspect 33)
Infant monitoring center according to aspect 21, wherein, further include peripheral unit.
(aspect 34)
Infant monitoring center according to aspect 21, wherein, the peripheral unit is camera, microphone or projection Instrument.
(aspect 35)
A kind of system, including:
Interface, it is configured as receiving the measurement data for being wirelessly transmitted to come from infant's monitoring device, the infant Monitoring device includes multiple sensors, and the multiple sensor is configured as tracking infant activity and position;
Processor, it is configured as handling the measurement data;
Long-time memory, it is configured as the learning stuff that storage remote platform is provided, and the remote platform is configured For from the multiple infant monitoring center receive information associated with multiple infants;And
Remote platform interface, it is configured as exchanging information with the remote platform, wherein the remote platform is configured To analyze the measurement data, to identify the multiple acceptance windows associated with the multiple infant and be adapted to the multiple connect By the learning stuff of degree window.
(aspect 36)
According to the system described in aspect 35, wherein, the measurement data, which includes the infant, to be prone position or lies on the back Position.
(aspect 37)
Infant monitoring center according to aspect 35, wherein, the processor is configured as the measurement data It is processed into the observation result related with the infant.
(aspect 38)
Infant monitoring center according to aspect 37, wherein, the sleep state of the observation result including infant, Mobility, pressure, position, comfort level, health status, vigilance or expression.
(aspect 39)
Infant monitoring center according to aspect 35, wherein, the processor is configured as the measurement data It is processed into the inference related with the infant.
(aspect 40)
Infant monitoring center according to aspect 39, wherein, the inference include infant to the acceptance of study, Infant's happiness, the presence of caregiver, environmental factor, the security of infant or the emotional state of infant.
(aspect 41)
A kind of system, including:
Infant's monitoring device, it is associated with multiple sensors, and the multiple sensor is configured as obtaining measurement number According to;And
Monitoring center, it is configured as receiving the measurement data from the multiple sensor, and relative to from long-range Study acceptance model that platform obtains analyzes the measurement data, the remote platform be configured as from multiple infants Multiple monitoring center's receive informations that monitoring device is associated,
Wherein, the measurement data is analyzed, will be received with the infant for predicting associated with infant's monitoring device At the time of study and the duration.
(aspect 42)
According to the system described in aspect 41, wherein, the measurement data stares intensity and duration including infant.
(aspect 43)
According to the system described in aspect 41, wherein, the measurement data includes infant's position and movement.
(aspect 44)
According to the system described in aspect 41, wherein, customize study for the developmental age associated with the infant Content.
(aspect 45)
According to the system described in aspect 41, wherein, determined based on the measurement data associated with the infant Developmental age.
(aspect 46)
According to the system described in aspect 41, wherein, the measurement data includes movement, temperature, position and electrodermal response.
(aspect 47)
A kind of method, comprises the following steps:
Measurement data is received at monitoring center, wherein the measurement data is from associated with infant's monitoring device What multiple sensors obtained;
The measurement data is analyzed relative to the study acceptance model obtained from remote platform, wherein described long-range flat Platform is configured as from the multiple monitoring center receive informations associated with multiple infant's monitoring devices;And
The prediction infant associated with infant's monitoring device is by the time of Reception learning and the duration.
(aspect 48)
According to the method described in aspect 47, wherein, the measurement data stares intensity and duration including infant.
(aspect 49)
According to the method described in aspect 47, wherein, the measurement data includes infant's position and movement.
(aspect 50)
According to the method described in aspect 47, wherein, it is further comprising the steps of:Present for associated with the infant Learning Content customized in developmental age.
(aspect 51)
According to the method described in aspect 47, wherein, it is further comprising the steps of:Based on the measurement data come determine with it is described The developmental age that infant is associated.
(aspect 52)
According to the method described in aspect 51, wherein, prediction time and duration are based on associated with the infant The developmental age.
(aspect 53)
According to the method described in aspect 47, wherein, the measurement data includes movement, temperature, position and electrodermal response.
(aspect 54)
According to the method described in aspect 47, wherein, analyzing the measurement data includes:Data measurement is processed into and institute The related observation of infant is stated as a result, and by the observation result compared with the study acceptance model.
(aspect 55)
According to the method described in aspect 47, wherein, it is described observation result include sleep, mobility, pressure, position, comfortably One of degree, health status, vigilance and expression.
(aspect 56)
According to the method described in aspect 47, wherein, analyzing the measurement data includes:Data measurement is processed into and institute The related inference of infant is stated, and by the inference compared with the study acceptance model.
(aspect 57)
According to the method described in aspect 56, wherein, the inference includes to the acceptance of study, infant's happiness, sees One of the presence of shield person, environmental factor, the emotional state of the security of infant and infant.
(aspect 58)
According to the method described in aspect 57, wherein, customization includes for the learning Content of the infant:Prepare be directed to The information material for the caregiver that the infant is associated.
(aspect 59)
According to the method described in aspect 58, wherein, customization includes for the learning Content of the infant:Prepare be directed to The suggestion for the caregiver that the infant is associated.
(aspect 60)
According to the method described in aspect 47, wherein, it is further comprising the steps of:Present based on associated with the infant The previously customized learning Content of study.
These and other embodiment is further illustrated below with reference to attached drawing.
Brief description of the drawings
Fig. 1 is the exemplary diagram that infant monitors system.
Fig. 2A is the data aggregation of the information related with infant for group's collection of the user from monitoring infant's activity One exemplary diagram of system.
Fig. 2 B are the example charts of smile's intensity for showing to make contributions to the implication of smile.
Fig. 3 is an exemplary diagram of the aggregation of infant's monitoring data and processing system.
Fig. 4 is an exemplary diagram of wearable infant's monitoring device.
Fig. 5 A are an exemplary diagrams of infant's monitoring device and wearable infant's monitoring device.
Fig. 5 B are an exemplary diagrams of the infant's monitoring device being docked on charging base.
Fig. 5 C are another exemplary diagrams for the infant's monitoring device being docked on charging base.
Fig. 6 is an exemplary flow chart for providing the processing of the measurement data associated with the activity of infant.
Fig. 7 A are an exemplary diagrams of monitoring center.
Fig. 7 B are another exemplary diagrams of monitoring center.
Fig. 8 be for determined relative to the physiological age of infant the one of the processing of the developmental age of infant it is exemplary Flow chart.
Fig. 9 A are for being presented the one of the processing of the learning Content of customization to infant based on the developmental age of infant A exemplary flow chart.
Fig. 9 B are for being presented the one of the processing of the learning Content of customization to infant based on the past performance of infant A exemplary flow chart.
Figure 10 is for providing the processing of the learning Content of customization exemplary flow chart based on parent's preference.
Figure 11 is an exemplary flow chart for generating the processing of the customization playlist of educational material.
Figure 12 be for provide social media accreditation with complete infant's learning Content processing an exemplary flow Figure.
Figure 13 is for detecting the processing of the achievement of infant exemplary flow chart.
Embodiment
Now with detailed reference to some specific examples of the present invention, to provide the comprehensive understanding for proposed concept. The example of these specific embodiments is illustrated in the accompanying drawings.Although illustrating the present invention with reference to these specific embodiments, but it should reason Solution, this is not intended to limit the invention to the embodiment described.Contrary, it is intended to cover it can such as be included in such as by appended right The alternative in the spirit and scope of the present invention, variation and the equivalent that claim defines.Can be without these details It is some or all of in the case of put into practice proposed concept.In other examples, well-known place is not described in detail Reason operation, in order to avoid unnecessarily obscure the concept.Although will illustrate some concepts in conjunction with specific embodiments, but it should reason Solution, these embodiments are not intended to restricted.
For the sake of clarity, the various technologies and mechanism of the present invention will be described in the singular sometimes.However, it should note Meaning, unless otherwise stated, otherwise some embodiments include the successive ignition of technology or the multiple instantiation of mechanism.In addition, this hair Two entity descriptions are sometimes connection by bright technology and mechanism.It should be noted that the connection between two entities might not anticipate Taste direct accessible connection, this is because various other entities may be resided between the two entities.It is as a result, unless another External declaration, otherwise connection do not necessarily mean that direct accessible connection.
Infant's monitoring legacy system used usually enables caregiver from loudspeaker or mancarried device etc. Remote-control device monitoring infant audio and/or video.However, these monitoring systems are confined to only provide the basic of infant Monitoring.Substantially, these monitoring systems enable caregiver to be listened from different places (another room out of family etc.) To and see infant.Caregiver must guess the need of infant according to the sound and scene transmitted via monitoring system Ask, mood, health and happiness.Once caregiver goes to look after infant, monitoring system just there is no with.
The basic heart rate related with infant or temperature information are provided to caregiver by some wearable devices.However, It is entirely what is be very limited in these current monitoring system natures.Caregiver can significantly benefit from more sane monitoring System, to improve the treatment of the infant of caregiver and development.
Various embodiments of the present invention, which are related to, provides the wearable infant's monitoring device of infant.For example, wearable baby Child's monitoring device can collect the various measured values associated with infant, movement, temperature, position, wake-up etc..These Measured value can be sent to monitoring center, and wherein the data can be processed into and may be provided to one or more by the monitoring center The useful information of caregiver.In some instances, environmental sensor can collect such as sound that can be also sent to monitoring center The horizontal additional measurement data with video data etc. of frequency.In certain embodiments, monitoring center can interact with remote server, Its remote server is configured as the information of multiple wearable infant monitoring devices of the aggregation from different places.In addition, " infant " is also refer to baby as the term is used herein.
According to various examples, monitoring center handles measurement data to provide the information related with infant, such as sleeps, moves Dynamic property, pressure, position, comfort level, health status, vigilance, expression, acceptance, infant's happiness, caregiver to study Presence, environmental condition, the security of infant, the emotional state of infant, mood acceptance, to acceptance of study etc.. In some instances, which can be via client terminal device of the center directly or via mobile device etc. It is provided to caregiver.According to various examples, the additional recommendations related with the treatment for infant can also be by monitoring center It is provided to caregiver.
In a particular embodiment, in various examples, the measurement data after measurement data and/or processing can be sent to Remote platform.The remote platform can collect the survey after measurement data and/or processing from multiple infant's monitoring devices in group Measure data.According to various embodiments, remote platform is long-range infant development analysis platform.Long-range infant development analysis platform Various patterns and phenomenon can be determined using the aggregation data, and nurse, teaching etc. are directed to be formed using the data Additional recommendations.The chart related with infant's growth and development is formed for example, can utilize and assemble data.It is then possible to by this A little charts are sent to Personal monitoring center, and caregiver can watch their respective infants with chart compared with such as how. For example, can be by the developmental age of the infant based on these charts compared with their physiological age.In other examples In, can using measurement data to develop infant's Reception learning when model etc..Information from these models can be provided that To Personal monitoring center, and carve may be provided to caregiver in due course.In further other examples, row can be used There is provided for model etc. with how to make more comfortable related feedback of their infant etc. to caregiver.
In certain embodiments, it can determine infant developmental age using measurement data and be based on the development Age is directed to the learning Content that infant selects customization.According to various examples, customization can be selected based on parent's preference Learning Content.Furthermore it is possible to selected learning Content is organized into via monitoring center or the door associated with remote platform The customization playlist for the educational material that family can be presented.In some instances, monitoring center or remote platform can also and society Hand over media interaction.For example, in the case where the learning Content of particular module is completed, monitoring center or remote platform can such as lead to Cross and be published to social media platform etc., to provide the accreditation of the social media of this achievement.
With reference to figure 1, show that infant monitors an exemplary diagram of system.According to various embodiments, infant monitors System is designed to safely, securely and easily use.As shown in the figure, the system includes local monitoring system 101 and remote system 105.Local monitoring system includes wearable infant's monitoring device 111 and monitoring center 113.Remote system 105 includes platform 115, the wherein platform 115 is designed to collect data from the group of user.In various examples, monitored in wearable infant The information related with infant 107 is collected at device 111, the information is handled at monitoring center 113, and can be in platform Development model at 115.
According to various embodiments, wearable infant's monitoring device 111 collects data and provides notice.Wearable baby children Youngster's monitoring device 111 is that infant's friendly of the movable and other infant's associated biomolecule metering measurement of monitoring infant is wearable Device.In one embodiment, wearable infant's monitoring device 111 is worn on the ankle of infant, and collection activity With emotional state data and the acceptance to learning data.For example, wearable infant's monitoring device 111 can collect and baby The movement of child, the posture data related with physiology.In some instances, the age of the target group of infant is about 0~24 A month.In some instances, notice can be provided at wearable infant's monitoring device 111.For example, wearable infant's prison The LED surveyed on device 111 can be low to 109 indicating battery electric quantity of caregiver or the device is currently charging.
In this example, wearable infant's monitoring device 111 is arrived into the measurement data input 117 associated with infant In.Then, which is sent 119 to monitoring center 113.The monitoring center 113 can carry out according to application it is expected Various functions, data prediction, surrounding environment sensing, content caching and infant's status assessment etc..In some instances, Monitoring center includes learning Content and timetable.For example, learning Content can include for caregiver's and instruct infant assorted The related information of content, and timetable can indicate when should suitably present based on age or developmental level etc. The content.In certain embodiments, which can obtain from platform 115.More specifically, platform 115 can store prison The various storehouses of data, model and timetable that measured center 113 can access etc..For example, the platform can store it is such as such as the following Model:Environmental suitability model (its predict a series of environmental conditions and with the corresponding expected infant of these environmental conditions Feature);Infant's gesture model (it predicts the position of infant based on moving with the data in geographical location etc.);Study Acceptance model (its predict infant by the time of Reception learning and the duration);(its prediction is such as insane for health status model Epilepsy breaking-out etc. health status problem, in prone position associated with the increase of the risk of SIDS etc.);And development model (its The prediction measured value associated with the infant of specific developmental age, observation result, inference or other indexs);Etc..These moulds Type can include being used for the threshold value for carrying out various judgements, and wherein these threshold values can trigger the notice for caregiver.For example, ring Border adaptability model can include the threshold value that sound pollutes, visual confusion and/or light are too strong, and more than appointing in these threshold values Meaning threshold value can trigger environmental condition and be not suitable for this judgement of infant.In monitoring center 113 can select and customize from storehouse Hold, with corresponding with the demand and development of just monitored specific infant 107.According to various embodiments, monitoring center 113 goes back Digital Signal Processing, man-machine interface and Information Security can be provided.In some instances, can be commented at monitoring center 113 Valency development model.In addition, in some applications, the content amendment based on model can be provided at monitoring center 113.In addition, Monitoring center 113 can be provided notice to caregiver or be built based on the judgement carried out at monitoring center 113 or platform 115 View.For example, if it is determined that environmental condition is not suitable for infant, then monitoring center can be made including reducing noise, light The suggestion of the mode of intensity, visual confusion etc..Especially, these suggestions can include closing the toy in window, light-off, reduction room Amount or amount of commodity etc..
Although not being explicitly illustrated in Fig. 1, mobile device can also be included in local monitoring system 101.One In a little embodiments, mobile device can communicate with monitoring center 113 and/or wearable infant's monitoring device 111.Separately Outside, mobile device can be the offer of caregiver 109 and the interface of local monitoring system 101.For example, caregiver 109 can be via Mobile device checks the data related with infant, and the wherein data include the letter of biometric data, video, audio etc. Breath.In some instances, mobile device may be used as monitoring center 113 in itself.According to various embodiments, mobile device can carry For data prediction, early warning and remote reviewing.Mobile device can also include society and ambient Property.In some examples In, caregiver 109 can input the information related with society and environmental condition, and/or mobile device can use such as The input of microphone, camera etc. detects various conditions.In some instances, mobile device is included for caregiver and institute It is recommended that social interaction or environment enhancing or adjust related content (music, light etc.).
According to various embodiments, caregiver 109 (such as mother, father, nurse, babysitter or other main Caregiver) be the data from wearable infant's monitoring device 111 main users.Caregiver 109 can also such as via Mobile device and/or the grade of monitoring center 113 provide the information of development evaluation, nominal infant custom etc. to system. It can come to provide letter to caregiver 109 via monitoring center 113 and/or the mobile device associated with local monitoring system 101 Breath.For example, content, infant's monitoring and social activity are corrected to provide via monitoring center 113 and/or mobile device.
In this example, by the data sending from monitoring center 113 to 123 platforms 115.For example, biometer will be included The initial data of amount data etc. is sent to platform 115.Information from platform 115 can also be sent to 123 monitoring center 113.It can include encryption and/or compression relative to the transmission 123 of platform.Encryption can be used to protect the personal information of sensitivity, and And compression can be with the steady and efficient transmission of auxiliary data.
According to various embodiments, platform 115 include easy to such as parent's door, social interface, infant's learning platform and The software of the feature of content delivery platform etc..Although not being explicitly illustrated in Fig. 1, caregiver 109 can be such as via this A little one of doors or platform etc. and 115 direct interaction of platform.Platform 115 goes to know including such as infant's profile, infant The content of other data (infant de-identified data), learning stuff, assessment material and infant's trend etc..According to Various embodiments, sending to the information of platform 115 includes the data of the development index of individual infant etc..In addition, according to Various examples, platform 115 carry out engineering for assembled measurement data, sensing data and any other development index Practise, to generate the model for being used for predicting imminent behavior, development, activity etc..It is, for example, possible to use measurement data is based on The schema creation model of activity, and these models can monitor system by specific infant and be used for predicting imminent work It is dynamic.Specifically, movable pattern can include each side of body movement, mood signal, sleep pattern, behavior etc..I.e. The activity of generation can be included into such as disease, sleep, mobility, pressure, position, comfort level, health status, vigilance, table Reach, the acceptance to study, infant's happiness, the presence of caregiver, environmental factor, the security of infant and/or baby children The each side of the emotional state of youngster etc..
In use example of the system shown in Fig. 1 that shows, wearable infant's monitoring device 111 provides continuously Infant's temperature monitoring, and caregiver 109 inputs the information related with diaper replacement.The system such as utilize for Monitoring center 113 provides microphone of data etc. to detect the interference in room.Then, wearable infant's monitoring device 111 The detection measurement data associated with the fright reaction from infant.Monitoring center 113 is judged as that infant 107 just lives through More fright reactions.In response, monitoring center 113 (for example, using projecting apparatus, music, white noise etc.) provides and more releives Environment, or require caregiver to provide the environment more releived.
In some implementations, caregiver can also have wearable device (not shown).Caregiver can be used wearable Device infers the caregiver 109 when just with 107 interaction of infant etc..The information can be by monitoring center 113 and/or platform 115 are used for assessing specific interactive validity etc..In addition, in some applications, infant 107 and caregiver 109 can be used The monitoring of position send the alarm related with wandering or stolen infant.
According to various embodiments, which is used for single infant or more than one infant.For example, system can be used for Instruction is provided to two babies (twins or caregiver 109 are just looking after situation of multiple babies etc.).So so that nurse Person 109 can interact with a monitoring center 113 and/or mobile device, so as to be easier and more efficiently monitor Multiple babies.In these realizations, additional wearable infant's monitoring device can also communicate with monitoring center 113.
With reference to figure 2A, show that the group for the user from monitoring infant's activity collects the number of the information related with infant According to an exemplary diagram of lens system.As shown in the figure, monitoring system 203,205,207,209 and 211 etc. is multiple Monitoring system is the part that infant monitors group.As shown in the trailing point in the figure, can include any number of monitoring is System.In some instances, infant, which monitors group 201, includes millions of a babies each associated with each monitoring system.At this In a little examples, it can be collected at the platform 225 of long-range infant development analysis platform etc. and come from this millions of a baby Development index.As referenced here, the measurement data and sensing data assembled, which include monitoring group 201 from infant, to be received The development index of the measurement data from monitoring device collected and the sensing data from peripheral unit etc..Equally, The observation result assembled, inference etc. refer to monitor the data that group 201 assembles from infant.
In this example, monitor each Fig. 1 freely of system 203,205,207,209 and 211 local monitoring system 101 that Sample.Just because of this, each monitoring system 203,205,207,209 and 211 is associated from different infants.Monitoring system 203, 205th, 207,209 and 211 can each communicate with platform 225.According to various embodiments, from monitoring system 203,205, 207th, 209 and 211 send to the information of platform 225 include development index and/or each monitoring system collect respectively it is any Other data.These development indexs (and/or other data) are used as the defeated of the rear end machine learning at platform 225 Enter.
According to various embodiments, the content of content library and parametrization infant development model etc. can be stored in flat At platform 225.The content can be shared with monitoring system 203,205,207,209 and 211.For example, can be in response to from monitoring The request of system 203 and to monitoring system 203 send information.In other examples, can just supervised monitoring system 205 with utilization The specific development time that the infant of survey is associated, information is sent to monitoring system 205., can in further other examples To send information in response to receiving development index from specific monitoring system 207.As described in above in relation to Fig. 1, platform 225 wraps Include the feature of parent's door, social interface, infant's learning platform and content delivery platform etc..Monitoring system 203,205, 207th, 209 and 211 these features can be each accessed at platform 225.In certain embodiments, parent's door can to see Shield person can carry out direct communication via mobile device or computer etc. and platform 225, without via in local monitor The heart communicates.In addition, platform 225 removes identification data, learning stuff, assessment material including such as infant's profile, infant With the content of infant's trend etc., wherein in various embodiments, the content is for monitoring 203,205,207,209 and of system 211 be also addressable.
According to various embodiments, such as development model, health status can be developed at platform 225 using machine learning The model of model, motion model and dynamic model etc..These models can be used from the monitoring system that group 201 is monitored from infant 203,205,207,209 and 211 information being collected into unite to develop.Specifically, collected data can sentence confession used in platform Research.Collected data can be used for finding New Set, develop consensus data, see trend etc. clearly.For example, by by non-knot Structure machine learning be applied to collected big amount measurement data (such as the weight associated with multiple babies, the age, gender, Position etc.), various predictions and development model can be carried out.For example, can develop has with how to teach study, social interaction etc. The model of pass.Other examples include discovery trend or mark, sleep/wake mode such as based on infant come indicate baby children Youngster soon may sick feature etc..
At platform 225, various aspects can be observed and studied by means of machine learning.Some examples include wake up/ Sleep prediction, walking detection, detect static window, determine when infant is missing, determine alertness and prediction infant is to learning The acceptance of habit.
In one example, prediction of waking up/sleep can be studied at platform 225.Specifically, movement monitoring can be used To identify transformation of waking up/sleep.Sleep based on the last week/transformation of waking up, can predict next transformation.This prediction is to be based on What spike train was completed and carried out.It is wide that the time series waken up/slept is that (being directed to healthy sleep pattern) should have well-regulated pulse The spike train of degree and spacing.By estimating these parameters, beginning and the succeeding state of next transformation of waking up/sleep can be predicted The duration of (wake up or sleep).With the growth of infant, the feature spacing and width of pulse will change (for strong For health infant, finally it is grouped as that forty winks is shorter and nocturnal sleep duration is longer).These changes usually press the several months Time scale occur, thus prediction of sleeping can pay close attention to the time frame of substantially last week.By by the time scale observing pattern, Can by compared with schema evolution faster time scale predict the change of sleep pattern.
Collected from countless babies wake up/sleep pattern and analyze the data can help to be formed different developmental levels or The model of the fitness mode at age.According to the age of infant, baby usually in different cycle domestic demands otherwise with amount of sleep. For example, neonate may need daily about 16~20 it is small when sleep, 3 week old may need daily about 16~18 it is small when sleep Sleep, 6 week old may need daily about 15~16 it is small when sleep, 4 monthly ages may need daily about 9~12 it is small when sleep+every It is secondary about 2~3 it is small when nap twice, 6 monthly ages may need daily about 11 it is small when sleep+every time about 1.5~2.5 it is small when two Secondary nap, September age may need daily about 11~12 it is small when sleep+every time about 1~2 it is small when nap twice, 1 one full year of life may Need daily about 10~11 it is small when sleep+every time about 1~2 it is small when nap twice, 18 monthly ages may need about 13 small daily When sleep+every time about 1~2 it is small when nap twice, and 2 one full year of life may need every night about 11~12 it is small when sleep+about 2 The once nap of small duration.
Length of one's sleep table can be predicted using such as such as the following various factors:Electrodermal response (GSR) activity is (i.e., Wake up), a upper known sleep cycle, audio detected by sensor etc..In some instances, create and be used to be based on baby The data of child and/or predict the model of length of one's sleep table from the aggregation data of multiple babies.According to various embodiments, pass Sensor includes being used to judge that infant is in the mechanism of prone position or dorsal position or some other positions.Sensor can wrap Accelerometer, Magnetic Sensor, gyroscope, motion sensor, pedometer, rotating vector sensor, gravity sensor, posture is included to pass Sensor and linear acceleration sensors.According to various embodiments, it is recognised that in the case of infant, judge infant position (infant is with supine prostrate, the rest such as be seated) is particularly useful.
The wearable housing of sensor can be dressed by infant in a specific way so that directionality is known.For example, Wearable housing can be ankletbangle, bracelet, socks, footwear, diaper or be included in conjoined clothes.Can on wearable housing With including appropriate positioning or the indicator of directionality for indicating the wearable housing to caregiver.Furthermore it is possible to observe baby The sleep pattern and sleep state of child, and the tired degree of infant can be estimated in some instances.If for example, baby The length of one's sleep table of child represents that infant usually falls asleep at the moment but currently without sleep, then can guess that infant has can Can be tired.Specifically, if infant is usually just taking a nap at the moment but currently waking up, it can guess that infant may be tired of It is hot-tempered.In some applications, can to caregiver propose with below in connection with suggestion:Quiet environment is provided for infant to promote Sleep, avoid stimulating or instruct.According to various embodiments, the model developed at platform 225 is can also use, with will be specific The development of the specific infant is predicted when infant is compared with these models.
In another example, the detection of walking can be studied at platform 225.Specifically, it can use and come from infant When the activity data for monitoring group 201 is being walked determining infant or is being moved in a variety of ways.Can be with for example, learning Including smooth acceleration, and walking to include with foot with the drastically spike of acceleration associated under reasonable time paragraph. In addition, it also may indicate that baby children relative to the joint angles including trunk spring and the model of ground reaction force and bone site Youngster is to walk or moving in some other manner., can be pre- by analyzing the data related with infant's movement Survey the model related with walking detection.In some instances, can be by the measurement data associated with infant and caregiver institute What is provided is combined with infant's related information etc. of when walking.By the walking of specific infant compared with model, This can be with developmental age of aid forecasting infant etc..Can also be by the mechanism application for related model etc. of developing and walk Data set beyond infant's classification.For example, the system can be also used for the physical therapy patient of institute's has age.
In another example, can at platform 225 use being determined when infant is inactive, quiet and static The mechanism of " static window ".Exploitation is used for the model for predicting these " static windows " and uses these models at monitoring system, this The healthy and hygienic of baby can be lifted by increasing use of diaper etc..
In another example, missing infant can be detected based on the model developed at platform 225.It can predict When infant is not to move for oneself.For example, mobile or place pattern can be studied to determine when to detect It is abnormal.In some instances, can include geo-location with indicate infant when with other people beyond authorized caregiver Advance together.In some applications, caregiver can be notified to check infant and confirm the whereabouts of infant.This can especially have Help keep baby safe, not only from abducting but also surprisingly being stayed in from infant the situation in automobile or other places.This Outside, which can be used for larger children, to judge whether these children go astray from the group.
In another example, the alertness of infant can be studied at platform 225.Specifically, measurement number can be studied According to detect when infant is that independent and vigilant and infant is in independent and vigilant time span.Detect baby children When youngster is the factor that can be individually analyzed based on background audio etc., but is not individually and only because infant is actual Only ignored situation and complicate.It can also include the input from caregiver.It can predict that baby may using model When interactive or learning experiences are benefited from.
In another example, the acceptance to study can be studied at platform 225.Determine receiving of the infant to study The appropriate time window of degree can help caregiver to know when training material or interaction are presented in a manner of more fruitful.In order to true These fixed appropriate windows, it may be considered that Multiple factors.Specifically, it may be considered that such as sleep/wake up period, sounding, temperature, year Age, gender, weight and the data that other biometric measures collected by group 201 etc. are monitored from infant.Further, it is possible to use Data from one or more of Intentionality detector, staring detector, common concern detector and cognition detection device are come Determine acceptance of the infant to study.It is still further contemplated that such as audio level related with the environment of infant, one day In time, place, the data of race etc..It is also conceivable to such as paper diaper from one or more caregivers are replaced, certainly I reports the additional data with course feedback etc..The data can be analyzed, with assist in infant when the receiving to study Spend highest and be adapted to which kind of material is presented in special time.It can create and represent the window to the acceptance of study and appropriate religion Lead/the model of learning stuff.These models can be sentenced applied to each baby used in each monitoring system.It is, for example, possible to use such as The presence or absence of the particular stimulation of indicated by system or from caregiver's input the sense of hearing, sensation, tactile etc., according to The model developed at platform 225 is come the learning program selecting age weighting, progress weights.Specifically, the year of infant is known Age can help to judge the learning stuff that physics, cognition or language should be presented.For example, the baby of about 0~3 month may connect By learning big technical performance, the baby of about 3~9 months may the big technical performance of Reception learning and language, about 9~18 months Baby possible Reception learning fine movement, language and social skill, and the baby of about 18~24 months may Reception learning Fine movement, language, social activity and discrimination technical ability.In some age brackets, it is understood that there may be study level, wherein infant receive multiple Technical ability, but these technical ability can the developmental level based on infant by level present.According to various embodiments, specific infant's prison The window of acceptance when examining system can predict infant's Reception learning.In these embodiments, infant monitors system processing Measurement data and select and customize the learning stuff of suitable infant.Can the developmental age based on such as infant, preparation Degree, previous learning experiences, caregiver feedback etc. because usually customizing learning stuff.
The each of Intentionality detector, staring detector, common concern detector and cognition detection device etc. can be used Feature is planted to assess the acceptance of infant.In one example, using emotional intensity hypothesis infant can be determined to learning The acceptance of habit.Especially, baby can be measured based on the data of the camera in monitoring system or other input units Smile's amplitude of child, and the acceptance of infant can be associated.With reference to figure 2B, show to illustrate various smile's amplitude contrasts respectively The curve map of kind facial expression.These facial expressions can indicate infant in the enjoyment amount tested to roman of fixing time.It can incite somebody to action Information in the chart is used for together with the data (camera feed-in, audio level etc.) that system is monitored from infant Determine when that infant is in shape to be learnt.In the curve map shown in Fig. 2 B, using staring during game The implication of smile is made with the phobotaxis (approach and keep out of the way (approach and withdrawal)) indicated by mobile pattern Go out contribution (Fogel et al., 2000).For example, in peekaboo (peekaboo) game, infant tends to laugh at all types of Parent is all stared during appearance, so as to suggest that the visual attention close to guiding.As a comparison, in the high-tide period for tickling game Between, the infant for participating in the open-top steamed bread that eyes are shunk shows to stare parent and sight is removed to the hybrid guided mode of both from parent Formula.This pattern can be corresponding with the enjoyment for playing an active part in the enjoyment sense of height wake-up situation and escaping.These find enlightenment Go out identical smile's action can be acted according to simultaneous infant and the dynamic of social process and react different positive Mood.
According to various embodiments, smile and the coordination stared change, and become more accurate pattern with the age Change.Analog study shows, when 3 months big, that remote pattern is stared during smile actually occurs occasionally less than expected hair It is raw.Analog study shows that 3 monthly ages tended to the beginning and end smile in the process of face for staring parent.That is, the morning of active mood Phase expression depends on contacting with the Continuous Vision of parent.To it is six months big when, infant makes their notice with theirs Parent shares the rear steering of active mood expression.Infant often stares the face of mother, reveals smile, removes sight, then Terminate smile.It is this stare transfer (gaze aversion) (at least play peekaboo five monthly ages it is big-and-middle) often in intensity more Occur during the longer smile of high smile and duration.Therefore, it is collected with the smile of infant and to stare related Information can also aid in age of definite infant etc..And this should be assorted to infant's presentation during may assist in acceptance window The learning stuff of type or activity.
According to various embodiments, the analysis at platform 225 is ongoing processing.Can constantly find, improve it is various Observe result, pattern, model etc..As a result, these models can be based on the input from infant monitoring group 201 and with the time By changing.In some instances, expert model can be initially used, and these experts are replaced with the model of constantly improve Model.
With reference to figure 3, the aggregation of infant's monitoring data and an exemplary diagram of processing system are shown.The system includes baby Child's monitoring device, environmental sensor and monitoring center.Measurement data is by wearable infant's monitoring device and environmental sensor Collect and to be sent to monitoring center for processing.As shown in the figure, the wearable infant prison collected by infant's monitoring device Surveying device data 301 includes movement 303 (that is, movable), temperature 305, position 307 and wake-up 309.In some instances, position 307 can include the geographical location of infant.The environmental sensor number collected by device from microphone or camera etc. Include audio level 313 and video flowing 315 according to 311., can be with using when simplifying system etc. however, in some instances Omit environmental sensor.If for example, it may be disconnected using system, camera, peripheral unit etc. during outgoing And it can only use the input from wearable infant's monitoring device.
In this example, monitoring center receives the data from wearable infant's monitoring device and environmental sensor.Root According to various embodiments, the data are continuously collected round-the-clockly.In some instances, this might mean that such as by between specified time Every etc. regular but lasting monitoring.Various observation results 351 can be produced to received data application center processing 321 With inference 352.A part in the observation result 351 that can be made at monitoring center based on data measurement include sleep 323, Mobility 325, pressure 327, position 329, comfort level 331, health status 333, vigilance are (for example, infant's notice, cognition Reaction) 335 and expression (that is, phonetic representation) 337.One in the inference 353 that can be made at monitoring center based on measurement data Part include to the acceptance 339 of study, infant's happiness 341, caregiver there are 343, environmental factor 345, infant Security 347 and infant emotional state 349.Although observation result 351 and inference 353 are shown as different classes Not, but items can be classified as arbitrary collection in the case of without departing from the exemplary scope.
Multiple combinations of the measurement data from wearable infant's monitoring device and/or environmental sensor can be used Make observation result or inference.According to various embodiments, the data related with infant are collected first, scale the data, then To infant's application model or prediction.Specifically, as described in above in relation to Fig. 2, aggregation data can be collected at platform, and Can be with development model, prediction etc..Then, these models etc. can be by each monitoring center from platform access.Then, specific infant Monitoring system can carry out center processing 321, and wherein the center processing 321 can be analyzed for specific using these models etc. The measurement data of infant.
Observation result and/or inference can be made for specific infant, and caregiver can utilize these observation results And/or inference.The information can help caregiver preferably to look after infant.In some instances, can use the information to There is provided via monitoring center and/or mobile device etc. to caregiver and instruct or suggest.For example, center processing 321 can be true Determine infant be currently at may be related with (associated with SIDS etc.) expiratory dyspnea specific location 329 (be also known as appearance Gesture) or non-preferential/uneasy all positon.The observation result 351 can to notify this discovery to caregiver.Show at some In example, which can also include recommendation related with how to change the position of infant etc..In another example, such as utilize Caregiver inputs 355 or the sensor by the use of the scale (not shown) that the system is connected to as peripheral unit etc. etc., The growth of infant can be monitored.It can estimate the developmental age of infant using this growth, and according to the information, can With center exploitation outline when the timetable that infant should be instructed., can be with further other examples The movement 303 of the shake of hand etc. of infant is monitored to determine motor development, can be with monitor blood flow amount and by the blood flow It is related to brain growth progress, and electrodermal activity can be monitored to predict the hair of the health status 333 of epileptic attack etc. It is raw.In another example, it is as described in more detail in being directed to Fig. 4, the data from accelerometer and GSR can be used to predict baby The activity of child.Based on the data, it is to wake that can predict infant, and/fall asleep, have a meal, climb/is walked/is run.It can monitor various Input to produce the observation result related with infant and prediction.
The various observation results 351 related with infant can be made based on the measurement data being associated with infant. It is, for example, possible to use sleep 323 observes result to predict the imminent sleep pattern of infant, and can be in sleep mould Formula be disturbed in the case of to caregiver carry out alarm.For example, if sleep pattern is disturbed, this may represent infant just It is sick etc..The observation result related with mobility 325 can assist in the developmental age for infant, the infant as What is mobile, and can be used for suggesting how to instruct to caregiver or help the infant in development proper level.With pressure 327 Related observation result can help determine whether that presence should change to mitigate the condition of infant's pressure.As set forth above, it is possible to It is whether associated with unfavorable or uneasy all positon to watch current location to observe position 329, and can notify caregiver.Position 329 can also refer to the posture of infant, and the whether positive recumbency of infant, stand, creep, walking.In addition, infant It is prone position or dorsal position that posture, which can include infant,.This can be made based on the data of movement 303 and the grade of position 307 A little observation results.The observation result related with comfort level 331 can be made and discovery can be provided.It can also make and health The related observation of situation 333 is as a result, whether the temperature of infant forms fever etc..With vigilant 335 related observation knots Fruit includes whether infant vigilance and wakes.In addition, such as sound can be included the use of with 337 related observation results of expression The environmental sensor data 311 of frequency input etc. detects phonetic representation.Although the particular instance of observation result has shown and described, It will be appreciated that Additional observation result can also be made within the scope of the invention.It is also possible to grasped according to the expectation of system Make to use any combinations (all finite aggregates of observation result as shown etc.) of observation result.
The various inferences 353 related with infant can be made based on the measurement data being associated with infant.For example, The inference related with acceptance 339 of the infant to study can be made.As described in above in relation to Fig. 2, it can use and such as send out The various factors at age etc. is educated to assess the acceptance 339 to study.It can determine that infant when should using these inferences Study and/or infant should learn anything.Appropriate learning stuff is provided between in due course (such as caregiver with instructing baby How what content of child with infant carries out the related suggestion of interaction) brain growth of infant can be helped.At some In example, the inference related with the happiness of infant 341 can be made.For example, it is contemplated that the health status of such as infant and The factor of emotional state etc. can indicate the overall happiness of infant.In some instances, these inferences can assist in How specific caregiver effectively meets the needs of infant etc..It can also make that there are 343 related inferences with caregiver. Seen for example, the measurement data from infant's monitoring device and/or caregiver's device can represent to whether there is in special time Shield person.The inference related with environmental factor 345 can also be made.It is, for example, possible to use the environment of the grade of audio level 313 passes Sensor data 311 are favourable and what is unfavorable for infant for infant what to be assessed.In some instances, system can be with Using prediction model, with using visual confusion, sound pollute, light is too strong, it is interactive not enough etc. because of usually environment-identification pair Whether recognized well in infant.Specifically, it can use and reflect a series of environmental conditions and corresponding with these environmental conditions Expection infant's feature between relation environmental suitability model.For example, visual confusion can be with the pressure of higher degree It is associated, sound pollution can be associated with the sleep of less (or lower quality), etc..Furthermore it is possible to make and infant The related inference of security 347.In some instances, security can include the position of infant (for example, " lying on the back and sleeping Sleep ") and other physical safety features.In other examples, whether security " can lose " including infant, such as baby children Whether youngster goes astray from the group, falls or is taken away by unwarranted caregiver.Can also make has with the emotional state of infant 349 Whether the inference of pass, infant are under pressure.In some instances, these inferences can assist in specific caregiver Or the pressure of the interactive infant that how effectively to releive.In other examples, any type can be determined using these inferences Activity, environment, timetable etc. be most suitable for the specific infant.Although the particular example of inference has shown and described, but it should , it is realized that within the scope of the invention, additional inference can also be made.It is also possible to used according to the desired operation of system Any combinations (finite aggregate of all inferences as shown etc.) of inference.
With reference to figure 4, an exemplary diagram of wearable infant's monitoring device is shown.Wearable infant's monitoring device 401 be infant's friendly wearable device for monitoring the movable and other infant's associated biomolecule metering measurement of infant. As shown in this example, wearable infant's monitoring device 401 includes wearable housing 403 and infant's monitoring device 405. According to various embodiments, infant's monitoring device 405 can be dismantled from wearable housing 403, wherein illustrate for Fig. 5 A~5C can Dress the example of housing 403 and infant's monitoring device 405.
In one embodiment, wearable infant's monitoring device 401 makes it possible to dress infant's monitoring device 405 In the ankle of infant.Infant's monitoring device collection activity and emotional state data.In this example, round-the-clock ground is continuous receives Collect the data.Specifically, infant's monitoring device 405 collects data and provides notice.In various examples, infant's monitoring Device 405 can be used for carrying out data record.According to various embodiments, it is contemplated that the device stores the data from multiple sensors, And reasonable sanding also is carried out to the data from sensor.The processing can include filtering, dimensionality reduction and the cleaning of initial data. Since the device alsos attempt to be used as infant's monitor, it is thus possible at the low latency for needing some sensors (for example, position) Reason.However, in some instances, infant's monitoring device 405 may not have storage content.By including less content and/ Or further feature, infant's monitoring device 405 can be designed as having smaller size, to bring more comfortable body to infant Test.In addition, the complexity of device can also be reduced including less feature, possible failure etc. is thus reduced.
In this example, infant's monitoring device 405 includes various assemblies, such as three axis accelerometer 407, temperature sensing Device 409, gyroscope 411, electrodermal response (GSR) sensor 413, processor 415, memory 417, light emitting diode (LED) 421st, coffret 423, charging interface 425 and battery 427.Three axis accelerometer 407 measures the activity of infant, such as one In a little examples the mobile etc. of 50Hz is greater than about for record.The movement of infant is measured using accelerometer data.Temperature sensing Device 409 measures the body temperature of infant.According to the body temperature of various examples, continuously monitoring infant.Gyroscope 411 measures infant Posture.GSR sensors 413 measure dermatopolyneuritis (GSR).Detected for example, GSR sensors 413 can be measured on body Sweat or moisture amount.GSR is that low latency wakes up measurement, and available for the stress level of measurement infant.
In this example, according to application, processor 415 can be ARM Cortex M0-M3 etc..In some instances, locate Reason device 415 can have limited Digital Signal Processing (DSP) or nil signal processing (DSP).According to application, memory 417 can have arbitrary size.In some instances, memory 417 can have the size of 384kb.Coffret 423 can be used Communicate in monitoring center 429.Specifically, measurement data can be sent to monitoring center from infant's monitoring device 429.According to various examples, coffret 423 can use the transport protocol of bluetooth LE (BLE 4.0) etc., it is also possible to Use any appropriate agreement.
In the present embodiment, infant's monitoring device 405 includes condition information can be communicated to the LED of caregiver 421.For example, when LED 421 shines, which can represent that device is charging.In some instances, LED can be Single neo-pixel LED.
According to various embodiments, battery 427 stores the electricity used in the operation of infant's monitoring device.Can use one Kind battery is the Li-Po batteries (110mAh) of operation in enough one day.However, according to application and intended use, can use any The battery of type.In some instances, can be via the charging interface that can be periodically positioned to be in contact with charging base 431 425 recharge battery.It is, for example, possible to use contact and/or radio induction charging charge device.Such as Fruit be expected in this example battery life continue at least 24 it is small when, then can daily to the device charging once.At some In example, battery 427 and/or charging interface 425 include charging circuit.
According to various embodiments, wearable infant's monitoring device safely, securely and must be used easily.In this example In, 405 waterproof of infant's monitoring device and hypoallergenic.In addition, in this example, wearable infant's monitoring device includes not Part can be repaired and electronic building brick is fully sealed.
In some instances, the age of the target group of infant is about 0~24 month big.Certainly, which can Expanded or shunk with the demand according to application-specific or just solved.In addition, although wearable infant supervises in some applications Interior may be used primarily in by surveying device, but according to various embodiments, infant's monitoring device can also use outdoors.For example, Infant's monitoring device can be used during outgoing or travelling.If infant, which monitors system, to be included being located at the room such as infant Between the camera of such resting position, microphone etc. one or more peripheral units, then use the device outdoors When, some features may be unavailable.However, in some instances, the continuous monitoring of infant can remotely continue such as temperature The measurement of degree, activity, GSR, position etc..
Fig. 5 A~5C show the example of infant's monitoring device currently in use under different scenes.With reference to figure 5A, show One exemplary diagram of infant's monitoring device and wearing infant's monitoring device.Especially, show with base 507, master Infant's monitoring device 501 of body 505 and LED windows 503.Engaged in infant's monitoring device 501 with wearable housing 515 (509) in the case of, wearable infant's monitoring device 511 is ready for infant's wearing.For example, wearable infant's prison Surveying device can be worn on around the ankle of infant, and can be using buckle or other closure members etc. come fixing end Portion.In some instances, infant's monitoring device 501 can be engaged by being slidably matched with wearable housing 515, wherein main body 505 is overlapping with the side of wearable housing 515 and base is overlapping with opposite side.In these examples, main body 505 and base 507 can be connected by the section bar smaller than the section of main body 505 or base 507.In addition, in these examples, it is wearable Housing can be made of elastic material, and wherein the elastic material can carry out some stretchings to monitor dress with the fixed infant of merging Put 501.In other examples, base 507 can be slipped into bag or set in wearable housing 515.
Although infant's monitoring device 501 and the particular example of wearable housing 515 are shown, in the scope of the present invention Interior, various designs and structure are all possible.Specifically, infant's monitoring device can be by the arbitrary shape in variously-shaped It is manufactured.For example, main body 505 can be square rather than circle, base 507 can be circular rather than square, etc.. In addition, wearable housing 515 can be as made of variously-shaped and design.For example, wearable housing can alternatively be set Diameter is calculated as to adjust or uncontrollable continuous loop.In other examples, such as buckle (watch pattern), hasp can be used To fixing the end of wearable housing 515 with the different clamp devices of opposite side etc. together.
With reference to figure 5B, show to be docked at an exemplary diagram of infant's monitoring device on charging base.As schemed Show, charging base 519 is the part at infant station.According to various embodiments, infant station includes various features, such as charges Stand and (be shown as infant's monitoring device 501 in this example and be docked to the charging station), peripheral unit etc..Peripheral unit includes all Such as component of projecting apparatus 517, camera, microphone, loudspeaker, screen, input unit.In some instances, infant stands Including the software for allowing to carry out data prediction, surrounding environment sensing, content caching and infant's status assessment.In addition, one In a little examples, infant station includes the content of learning Content and timetable etc..In addition, in some instances, infant station It can work as monitoring center.
In this example, charging station can be based on sensing.Projecting apparatus 517 can be used for showing in room of infant etc. Show light or image.Although not shown, but infant station can include can be infant station various assemblies power supply can be inserted into Electric wire into socket etc..In some instances, peripheral unit can be the device removed that can stand from infant.
With reference to figure 5C, show to be docked at another exemplary diagram of infant's monitoring device on charging base.Especially, Charging base 521 includes can be used for the plug 523 for providing charging via USB port, micro USB port etc..As shown in the figure, baby Child's monitoring device 501 is docked on base 521.In the present embodiment, charging base is based on sensing.However, in this hair Replacement connection can be realized in bright scope.Infant's monitoring device is remotely being used in period etc. of travelling or go out In the case of 501, particularly in the case where caregiver checks monitoring information using mobile device, this charging base can be with It is convenient.Since charging base is small and easy packaging, storage and uses, charging base can make together with mobile device With to charge at any time to infant's monitoring device 501.
Fig. 6 is an exemplary flow chart for providing the processing of the measurement data associated with the activity of infant. In this example, the activity of infant is detected at 601.As described in above in relation to various embodiments, which is supervised by infant Device is surveyed to detect.In some instances, which can be moved or temperature change etc. based on the change of measured value.Can Selection of land, detection can be corresponding with the periodic detection activity based on timetable, setting time etc..Then, at 603, infant Monitoring device is collected and the corresponding measurement data of activity.Equally as described in above in relation to various embodiments, the measurement data bag Include the information of such as movement (that is, movable), temperature, position and wake-up etc..Then, at 605, which is sent to prison Measured center.As described above, then monitoring center can handle the data and provide the related information of the activity with infant To caregiver.According to various embodiments, which can also be provided to platform for further analysis by monitoring center.
In the present embodiment, infant's monitoring device can also include:Carry out checking to ensure that its battery abundance at 607 Charging.If battery capacity is low, optical signal can shine to notify caregiver 609 to charge infant's monitoring device. For example, the LED in infant's monitoring device can shine.Alternatively, or in addition, can be via monitoring center and/or shifting Dynamic device sends notice to charge to infant's monitoring device to caregiver.If do not find that battery capacity is low, no Notice is provided.As shown in this embodiment, this battery charging is checked carries out after measurement data is provided.By including electricity Pond checks the part as the processing, and often battery is checked., can be with it is to be appreciated, however, that in some instances The battery inspection at 607 is omitted from the processing and notifies 609, and (such as at regular intervals or can be set at other times Put time etc.) carry out battery inspection.
Fig. 7 A~7B show the example of monitoring center.Within the scope of the invention, monitoring center can use various structures. One example of monitoring center is shown with reference to figure 7A.As described in above in relation to various examples, monitoring center 701 can be from infant Monitoring device 727 receives measurement data, and the measurement data can be handled at monitoring center 701.
According to various embodiments, monitoring center 701 can provide data prediction, the surrounding environment sensing (part of environment Sensing, vibration-sensing, audio sensor, camera), content caching and/or infant's status assessment.Monitoring center 701 may be used also With including learning Content and timetable.In addition, monitoring center can provide Digital Signal Processing, man-machine interface and data safety. Furthermore, it is possible to the content amendment based on model is provided at monitoring center 701.Therefore, the developmental age of infant can be directed to The model obtained from the platform 731 of long-range infant development analysis platform etc. and storehouse content are customized with demand.Specifically, Development model can be evaluated at monitoring center 701, and can select and customize the content from storehouse.Such as it is applied to interactive living It is appropriate for development angle and will not make a series of tired of infant that the modified example of dynamic content includes selection Interactive event.Especially, it may be determined that the duration of the interactive window at the developmental age of specific infant and the suitable age.Make With the information, it can select and correct the content of the content library stored at platform 731 with suitable infant.Then, may be used The amendment content is presented to infant during appropriate interactive window.
In this example, monitoring center 701 include processor 703, memory 705, long-time memory 707, display or Display interface device 709, projecting apparatus 711, sensor 721 (including camera 723 and audio sensor 725), infant monitor dress Put interface 713, charging base 715, client terminal device interface 717 and platform interface 719.Although showing specific components, but it should , it is realized that in the case of without departing from the scope of the present invention, it is convenient to omit some components in these components.For example, can be with Remove projecting apparatus 711.According to the desired operation of monitoring center 701, add-on assemble can also be included.
According to various embodiments, such as described in Fig. 5 B, monitoring center 701 may be used as infant station.In these realities Apply in example, infant station includes allowing to carry out data prediction, surrounding environment sensing, content caching and infant's status assessment Software.The content that may include includes learning Content and timetable.
In the present embodiment, processor 703 and memory 705 can be used for processing to be received from infant's monitoring device 727 Data measurement.Specifically, as described above for FIG. 3, the data can be handled to form observation result and/or inference. In addition, processor 703 and memory 705 can be used for fit into the age for the content customization of the learning stuff of infant etc. Mould assembly.Long-time memory 707 can store the content received from platform 731 and timetable and any model, chart etc.. In addition, long-time memory 707 can store the specific information of infant.
In this example, display or display interface device 709 enable caregiver check monitoring center 701 and/or Person interacts with monitoring center 701.For example, notice, police can be shown to caregiver via display or display interface device 709 Report, suggestion etc..In some instances, display can be screen or monitor.In addition, it is not to touch spirit particularly in display In the case of quick type, input unit that can be including keyboard etc..In other examples, display interface device can include causing The port that monitor can be connected as peripheral unit.In addition, monitoring center 701 can be connected to such as laptop computer, The computer of desktop computer etc..
In some instances, projecting apparatus 711 can be included as a part for monitoring center 701.For example, projecting apparatus 711 It can be included as the part at infant station and light or image available for display for infant's viewing.This feature is for profit To strengthen for environment can be useful with light, color or the image releived.In some instances, this can be used for baby children Learning Content is presented in youngster.
In this example, sensor 721 includes camera 723 and audio sensor 725.Camera 723 can be used for such as The video watched on the monitor for caregiver via the transmission of the grade of mobile device 729.Camera 723 can also be used to collect and baby children The data measurement of the position that youngster is associated etc..Audio sensor 725 can be used for sending via the grade of mobile device 729 The audio listened to for caregiver.Audio sensor 725 can also be used to collect what is with the surrounding of infant and environmental correclation joined Data measurement.In addition, audio sensor 725 is available for collection crying, verbal exposition etc. and the sound from infant The related data measurement of sound.In some instances, sensor 721 can be removed from monitoring center 701, especially be made it possible to These devices are preferably positioned relative to infant.Other components of monitoring center 701 can also remove so that monitoring center 701 have modular fashion.
In the present embodiment, infant's monitoring device interface 713 is convenient for the channel radio with infant's monitoring device 727 Letter.In addition, infant's monitoring device 727 can charge at the charging base 715 associated with monitoring center 701.Charging bottom Seat 715 can be based on sensing so that infant's monitoring device 727 can be placed with during charging with charging base 715 It is in contact.An example of charging base included in infant station is illustrated above in relation to Fig. 5 B.
According to various embodiments, monitoring center 701 includes client terminal device interface 717, wherein the client terminal device interface 717 enable monitoring center 701 and the mobile device 729 of smart phone or tablet computer etc. to carry out wireless communication.Move Dynamic device 729 includes the software of the feature easy to data prediction, early warning and remote reviewing etc..In addition, mobile dress The content that put may include on 729 includes study, society and environmental information.Caregiver is the typical user of mobile device 729, and It can check the various data from infant's monitoring device 727.In some instances, it can check to monitor from infant and fill The initial data measured value put.However, the information after the processing from monitoring center 701 can be more useful to caregiver's offer The measurement of information, health status and Best Times and the method to transmit learning information to infant etc..In addition, such as Upper described, the information from sensor 721 be able to can be accessed from mobile device 729.In various embodiments, can also be to Third party sets api interface, enables to run more applications in mobile device 729.
According to various embodiments, infant's monitoring device 727 and/or monitoring center 701 can be with IOS and/or Android Device communicates.Especially, BLE is the communication stack that can be used for exchanging data and firmware updating.In the present embodiment, API bags Include initial data of the access from sensor under debugging mode.Storage API can be provided to sensor, so that mobile device 729 can on demand download and handle data.
Although not shown, but board device can also be led to via client terminal device interface 717 and monitoring center 701 Letter.During the interaction for learning the concern of structuring is sent to caregiver for infant, board device can be used Make accessory.In some instances, board device is by with for assessing the additional sensor of the growth parameter(s) of baby.However, root According to various embodiments, it is contemplated that infant will not be interactive with board device in initial 24 months.
In this example, platform interface 719 is used to communicate with platform 731.As described in above in relation to various examples, prison Measured center 701 can send data to platform 731 and from 731 receive information of platform.For example, monitoring center 701 can incite somebody to action Initial data measured value is sent to platform 731, and can receive model and learning stuff from platform 731.
With reference to figure 7B, another exemplary diagram of monitoring center is shown.In this example, monitoring center 735 can be all Such as mobile device of smart phone, tablet computer.Monitoring center 735 can provide data prediction, content caching and/or baby Child's status assessment.Monitoring center 735 can also include learning Content and timetable.In addition, monitoring center 735 can provide number Word signal processing, man-machine interface and data safety.Furthermore, it is possible to the content amendment based on model is provided at monitoring center 735. Therefore, for the developmental age of infant and demand the model obtained from platform 757 can be customized.Specifically, can supervise Development model is evaluated at measured center 735, and can select and customize the content from storehouse.Such as it is applied to the content of interactive event It is appropriate for development angle and will not make a series of tired interactive events of infant that a modified example includes selection. Especially, it may be determined that the duration of the interactive window at the developmental age of specific infant and the suitable age.Using the information, It can select and correct the content of the content library stored at platform 757 with suitable infant.It is then possible to appropriate The amendment content is presented to infant during interactive window.
In this example, monitoring center 735 includes processor 737, memory 739, long-time memory 741, display 743rd, device interface 751, infant's monitoring device interface 745, USB/ micro USBs port 747 and platform interface 749.Although show Go out specific components, it will be appreciated that in the case of without departing from the scope of the present invention, it is convenient to omit one in these components A little components.The desired operation of system is monitored according to monitoring center 735 and infant, add-on assemble can also be included.
In the present embodiment, processor 737 and memory 739 can be used for processing to be received from infant's monitoring device 753 Data measurement.Specifically, as described above for FIG. 3, the data can be handled to form observation result and/or inference. In addition, processor 737 and memory 739 can be used for fit into the age for the content customization of the learning stuff of infant etc. Mould assembly.Long-time memory 741 can store the content received from platform 757 and timetable and any model, chart etc.. In addition, long-time memory 741 can store the specific information of infant.
In this example, display 743 enables caregiver to check monitoring center 735 and/or and monitoring center 735 interact.For example, caregiver can be checked on the observation result or inference made by infant, source video sequence is checked, The audio from infant room is listened to, and via 743 input data of display.Furthermore it is possible to via display 743 to seeing Shield person shows notice, alarm, suggestion etc..
In the present embodiment, device interface 751 is easy to monitor the operation of the peripheral unit of system using infant.For example, Surrounding environment sensing, vibration-sensing, audio sensing and the visual monitoring of the local sense of environment etc. can be desirable.Just Because in this way, various external device (ED)s 759 can be included as the part that infant monitors system.Especially, camera 761 can be used In the video that transmission is watched on the monitor for caregiver via the grade of display 743.Camera 761 can also be used to collect all The data measurement associated with infant of such as position or movement.Audio sensor 765 can be used for sending all for caregiver The audio such as listened to via loudspeaker included in mobile device.Audio sensor 765 can also be used to collect and infant Surrounding and environmental correclation connection data measurement.In addition, audio sensor 765 can be used for collecting such as crying, speech The data measurement related with the sound from infant of expression etc..In some instances, projecting apparatus 763 can be included as A part for monitoring center 735.Projecting apparatus 763 can be used for light or image of the display for infant's viewing.This feature is for utilizing Light, color or the image releived for environment can be useful to strengthen.In some instances, this is used as in study Appearance is presented to infant.According to various embodiments, external device (ED) 759 carries out wirelessly via device interface 751 and monitoring center 735 Communication.Since these devices and monitoring center 735 are physically isolated, these devices can be relative to infant easily Positioned.
In the present embodiment, board device 759 (or other mobile devices) can be via device interface 751 and monitoring center 735 communicate.During the interaction for learning the concern of structuring is sent to caregiver for infant, tablet dress Put 759 and may be used as accessory.In some instances, board device can have the additional biography for the growth parameter(s) for being used for assessing baby Sensor.For example, particularly it is located in board device 759 near infant and mobile device is located at the situation near caregiver Under, board device 759 can be used for audio or video of the monitoring from infant's environment.According to various embodiments, it is contemplated that initial 24 months in infant will not be interactive with board device 759.
In the present embodiment, monitoring center 735 includes multiple interfaces.For example, infant's monitoring device interface 745 be easy into Row and the wireless communication of infant's monitoring device 753.Can use USB/ micro USBs port 747 as it is all as shown in Figure 5 C Plug-in unit used in the charging base 755 of plug-in unit etc..Charging base 755 can be based on sensing so that infant's monitoring device 753 can be placed with and be in contact during charging with charging base 755.In this example, platform interface 749 is used for and platform 757 communicate.As described in above in relation to various examples, monitoring center 735 can send data to platform 757 and from flat 757 receive information of platform.For example, monitoring center 735 can send initial data measured value to platform 757, and can be from flat Platform 757 receives model and learning stuff.
In this example, monitoring center 735 can be IOS, Android or similar installation.BLE is to can be used for exchanging data And the communication stack of firmware updating.In the present embodiment, API includes accessing the initial data from sensor under debugging mode.Can To provide storage API to sensor, so that mobile device can on demand be downloaded and handle data.
According to various embodiments, if using mobile device as monitoring center 735, infant, which monitors system, to be It is portable.Just because of this, can outdoors, outer remote location etc. of being in use monitoring system.Using the system, by baby When child takes outside or other positions to, continuous monitoring can keep uninterrupted.In these embodiments, infant's monitoring device 753 can continue to send data to mobile device.If there is being used for for camera 761 or the grade of audio sensor 765 The other peripheral units being monitored in family are (wherein outdoors or the use of these peripheral units will be trouble or inconvenience during travelling ), then during these are outgoing, these devices can not work.For example, monitoring system can be made to be placed in long-range monitoring pattern, So that during outgoing, the peripheral unit of external device (ED) 759 and the grade of board device 759 may be at sleep pattern or energy saving Pattern and do not send information.
As described in various embodiments here, system can be monitored using infant in a number of different ways.For example, can With monitor system using infant assess the development of infant and health status, learning stuff is presented or to infant Associated caregiver provides suggestion etc..Illustrate can be realized using infant's monitoring system one below for Fig. 8~13 The example handled a bit.In some instances, these processing can be performed using computer code and computer-readable medium.
With reference to figure 8, the one of the processing of developmental age for determining infant relative to the physiological age of infant is shown A exemplary flow chart.In this example, the measurement data associated with infant is received in 801.Especially, monitoring Center receives measurement data from the sensor associated with infant's monitoring device.As described in above in relation to various examples, survey The many aspects of infant's position and movement, movement, temperature, position and electrodermal response etc. can be included by measuring data.Root According to application, other indexs are can also use.
In this example, then in 803, analysis measurement number is carried out relative to the development model obtained from remote platform According to.According to various embodiments, remote platform is configured as from multiple monitorings associated with each infant's monitoring device respectively Center receive information, and development model is the aggregation based on the information received from multiple monitoring center.Specifically, according to each Kind example, development model are the machine learning for using the pattern and characteristic that are used to identify the information received from multiple monitoring center Constructed.Development model can be built at platform, and be updated when receiving new information.In particular example, development Model can include and the corresponding measurement data of infant at each age, observation result, inference or other indexs.
In some instances, development model includes the corresponding group model measurement data of infant with all ages and classes. The model measurement data are the aggregations of the information received from the multiple monitoring center associated with the infant of all ages and classes.More Especially, it is poly- there are a group model measurement data and based on the information from multiple monitoring center for each developmental age Collect selected other expectation indexs.In some instances, model measurement data can be based on associated with multiple monitoring center Measurement data be averaged.In addition, in some instances, the number that peels off of the data away from other data etc. can be abandoned According to illustrate inaccurately twist the error or data of model measurement data.According to various embodiments, from multiple monitorings Development model is updated when center receives additional information or is updated periodically development model, with comprising being connect from multiple monitoring center Received new information.
In other examples, analysis measurement data can include:By Measurement and Data Processing into the observation related with infant As a result, and by the observation result compared with development model, wherein the observation result includes sleep, mobility, pressure, position Put, comfort level, health status, vigilance and expression one of them.In these examples, development model includes and all ages and classes The model views result that infant is associated.These model views are the result is that based on from associated with the infant of all ages and classes The aggregation for the information that multiple monitoring center receive.More particularly, for each developmental age, there are group model observation result, Measurement data and the selected any other expectation index of aggregation based on the information from multiple monitoring center.At some In example, model views result being averaged based on the observation result associated with multiple monitoring center.In addition, in some realities In example, the Outlier Data of the data away from other data etc. can be abandoned, will inaccurately twist model with explanation sees Examine the error or data of result.According to various embodiments, the renewal development mould when receiving additional information from multiple monitoring center Type is updated periodically development model, to include the new information received from multiple monitoring center.
In further other examples, analysis measurement data can include:Measurement and Data Processing are had into infant The inference of pass, and by the inference compared with development model, wherein the inference includes the acceptance to study, infant's good fortune One of good fortune sense, the presence of caregiver, environmental factor, the emotional state of the security of infant and infant.In these realities In example, development model includes the model inference associated with the infant of all ages and classes.These model inferences be based on from not The aggregation for the information that the multiple monitoring center being associated with the infant at each age in the age receive.More particularly, for Each developmental age, there are selected by a group model inference, measurement data and aggregation based on the information from multiple monitoring center Any other expectation index selected.In some instances, model inference can be based on the inference associated with multiple monitoring center Be averaged.In addition, in some instances, the Outlier Data of the data away from other data etc. can be abandoned, with illustrate by The error or data of model inference can inaccurately be twisted.According to various embodiments, received from multiple monitoring center it is additional Development model is updated during information or is updated periodically development model, to include the new information received from multiple monitoring center.
In this example, in 805, the development year of infant is determined based on the comparison of measurement data and development model Age.Especially, according to various embodiments, can be by the measurement data associated with infant, observation result, inference or other fingers Mark compared with model data included in development model.Specifically, for the various developmental ages, based on from multiple prisons The aggregation of the information of measured center estimates model measurement data to be directed to average infant.Then, by for the infant to be evaluated Measurement data compared with the model measurement data that same development model is associated.Selection and the measurement of the infant just evaluated The developmental age that the model measurement data of data most tight fit are associated represents the developmental age of infant.In some examples In, the developmental age in development model can be continuity that is discrete or can covering the age, such as inserting using data Value builds situation of development model etc..
Then, in this example, in 807, by the developmental age compared with the physiological age of infant, wherein physiology Age is manually to input to obtain at monitoring center.In some instances, the physiological age of infant can by parent, Caregiver or the other users associated with infant, when the initially use infant of user monitors system or in times afterwards When between inputted.It is for reference that the physiological age can be stored.The physiological age of developmental age and infant are compared The development that can be provided compared with, the operation to caregiver, parent or the other users associated with infant with infant be it is normal, More than expected or slow related opinion.The information can be used for judging whether to recommend further to intervene or evaluation.For example, such as It is significantly slow that fruit finds, then can make following recommendation:Infant is set to be evaluated by doctor, to judge whether any medical shape Condition.
According to various embodiments, the various mechanisms associated with infant's monitoring system can be used to realize this example institute The processing stated.For example, as described in example above, system can be monitored using infant to obtain the measurement number for infant According to.In addition, it is same as described in example above, such as such as the following various actions can be carried out using monitoring center:Receive Measurement data;Carry out analysis measurement data relative to development model;Receive from the user be manually entered;Based on measurement data and hair The comparison of model is educated to determine the developmental age of infant;And provide the developmental age of infant and the comparison of physiological age. In a particular embodiment, it is being configured as from the remote of multiple monitoring center and their corresponding infant's monitoring device receive informations Development model is developed at Cheng Pingtai.In some instances, such as such as the following various actions can be carried out at remote platform:Connect Receive measurement data;Carry out analysis measurement data relative to development model;Receive from the user be manually entered;Based on measurement data with The comparison of development model determines the developmental age of infant;And provide the developmental age of infant and the ratio of physiological age Compared with.In these examples, the door that user can be provided via remote platform carrys out input data and checks data and result.
With reference to figure 9A, the place for the learning Content of customization to be presented to infant based on the developmental age of infant is shown One exemplary flow chart of reason.In this example, in 901, the study of the first module of infant is presented to before identification Content and the corresponding measurement data for the infant.Specifically, the measurement data with present the first module study in The data obtained during appearance are corresponding.As described in above in relation to various examples, measurement data can be filled from being monitored with infant Put associated sensor to obtain, and intensity and duration, infant's position and movement, fortune are stared including such as infant The item of dynamic, temperature, position and electrodermal response etc..According to application, other indexs are can also use.In the study of first module Hold any learning Content that can include in various types of learning Contents.For example, learning Content can include and particular topic Related course.Some examples of theme include language, sound, word, numeral, color, technical performance and cognitive skill.Such as exist Referred in this example, the module of learning Content is intended to the discrete magnitude of the learning Content presented in a session.
Then, in this example, in 903, analysis measurement data are carried out relative to the development model obtained from remote platform, To judge the learning Content of the first module if appropriate for infant.As described in example above, remote platform is configured as From the multiple monitoring center's receive informations being associated with corresponding infant's monitoring device.Development model is the root at remote platform According to constructed by the aggregation of the information from multiple monitoring center.Development model can include such as with infant to the first mould The index of the corresponding measurement data of reaction, observation result and the inference of the learning Content of block or similar learning Content etc..
In some instances, analysis measurement data include:By Measurement and Data Processing into the observation related with infant as a result, And by the observation result compared with development model, to judge whether the learning Content of the first module is not suitable for infant. As more than described in various examples, observation result can include such as sleep, mobility, pressure, position, comfort level, health The various aspects of situation, vigilance and/or expression etc..Therefore, if detecting undesirable stress level, the first module Content is practised to be considered as being not suitable for infant.Equally, if detect undesirable horizontal any other observation as a result, if the first mould The learning Content of block is considered as being not suitable for infant.On the contrary, if the observation for detecting the general level of the health as a result, if first module Learning Content can be considered as being adapted to infant.
In other examples, analysis measurement data include:By Measurement and Data Processing into the inference related with infant, and By the inference compared with development model, to judge whether the learning Content of the first module is not suitable for infant.As existed above Described in various examples, inference can be including the acceptance such as to study, infant's happiness, the presence of caregiver, environment The various aspects of the emotional state of factor, the security of infant and/or infant etc..Therefore, if detecting infant not It is expected emotional state, then the learning Content of the first module is considered as being not suitable for infant.Equally, if detecting undesirable level Any other inference, then the learning Content of the first module be considered as be not suitable for infant.If on the contrary, detect the general level of the health Inference, then the learning Content of the first module can be considered as be adapted to infant.
Then, in this example, in 905, based on the first module that is such as being reflected by the analysis of measurement data Content is practised if appropriate for infant, the developmental age is determined to be directed to infant.As previously described, development model can include each hair Educate the age such as to reaction corresponding measurement data of the infant to the learning Content or similar learning Content of the first module, Observe the index of result and inference etc..Comparison based on measurement data or other indexs and development model, it may be determined that infant Developmental age.In addition, measurement data or other indexs are also based on pressure, uncomfortable etc. compared with development model Come represent the content of the first module for infant it is whether too difficult or challenging., can phase if content is too difficult Answer the learning Content of ground adjustment module in future.
Then, in this example, in 907 selection and in 909 present the developmental age based on infant second The learning Content of module.In some instances, it is based on learning Content such as reflected by 903 analysis, the first module Suitable or unsuitable infant, to select the learning Content of the second module.Especially, if the first module learning Content Presentation during for infant detect appropriate stress level, then the learning Content of the second module is selected as being in and the The identical level of one group of learning Content is more difficult to than first group of learning Content.Equally, if in the study that the first module is presented The comfort level of proper level is detected during appearance for infant, then the learning Content of the second module is selected as and the first module The identical level of learning Content or be more difficult to than the learning Content of the first module.In another example, if the first mould is being presented The learning Content of the acceptance to study, then the second module of proper level is detected during the learning Content of block for infant It is selected as the level identical with the learning Content of the first module or the learning Content than the first module is more difficult to.Equally, if Measurement data, observation result, inference or the other indexs of proper level are found during the learning Content of the first module is presented, then may be used Think that the learning Content of the second module selects identical level or the material being more difficult to.If on the contrary, the first module is being presented Inappropriate horizontal measurement data, observation result, inference or other indexs are found during practising content, then it is less difficult to select Material for the second module learning Content.According to various embodiments, the learning Content of the second module can include and first The learning Content of module is related or incoherent material.In some instances, the learning Content of the second module includes being directed to and baby The information material for the caregiver that child is associated or suggestion.
According to various embodiments, the various mechanisms associated with infant's monitoring system can be used to realize in this example The processing.For example, as described in example above, infant's monitoring device can be used, the first mould is being presented to infant Measurement data is obtained during the learning Content of block.In addition, it is same as described in example above, it can be carried out using monitoring center all Such as such as the following various actions:Receive measurement data;Carry out analysis measurement data relative to the development model obtained from remote platform, To judge the learning Content of the first module if appropriate for infant;Based on it is such as being reflected by the analysis of measurement data, first The learning Content of module is if appropriate for infant, to determine the developmental age of infant;And the development for being directed to infant is presented The learning Content of the second module customized in age.
With reference to figure 9B, the place for the learning Content of customization to be presented to infant based on the past performance of infant is shown One exemplary flow chart of reason.The processing is roughly the same with for the processing described in Fig. 9 A, but due to herein below and different: Developmental age based on reaction of the infant to pervious learning Content, without assessing infant, to select the study of customization Content.It can repeat the processing so that each secondary iteration further refines the selection of learning Content to be more suitable for infant.
In this example, learning Content and the baby children of the first module presented with forward direction infant are identified in 901 The corresponding measurement data of youngster.Specifically, the measurement data and the data obtained during the learning Content of the first module is presented It is corresponding.As described in above in relation to various examples, measurement data can be obtained from the sensor associated with infant's monitoring device , and stare intensity and duration, infant's position and movement, movement, temperature, position and skin including such as infant The item of electric skin response etc..According to application, other indexs are can also use.The learning Content of first module can include all kinds Learning Content in any learning Content.For example, learning Content can include the course related with particular topic.The one of theme A little examples include language, sound, word, numeral, color, technical performance and cognitive skill.As referred in this example, learn Habit content module is intended to the discrete magnitude of the learning Content presented in a session.
Then, in this example, in 903, analysis measurement data are carried out relative to the development model obtained from remote platform, To judge the learning Content of the first module if appropriate for infant.As described in example above, remote platform is configured as From the multiple monitoring center's receive informations being associated with corresponding infant's monitoring device.Development model is the root at remote platform According to constructed by the aggregation of the information from multiple monitoring center.Development model can include such as with infant to the first mould The index of the corresponding measurement data of reaction, observation result and the inference of the learning Content of block or similar learning Content etc..
In some instances, analysis measurement data include:By Measurement and Data Processing into the observation result related with infant Or inference, and by the observation result or inference compared with development model, whether to judge the learning Content of the first module It is adapted to infant.As more than described in various examples, observation result can include such as sleep, mobility, pressure, position, The various aspects of comfort level, health status, vigilance and/or expression etc..It is same if the above is described in various examples, inference can be with Including the acceptance such as to study, infant's happiness, the presence of caregiver, environmental factor, the security of infant and/or The various aspects of the emotional state of infant etc..
Then, in this example, in 911, judge whether the learning Content of the first module is too difficult for infant. Especially, can if detecting undesirable or unhealthy level in measurement data, observation result, inference or other indexs To be judged as that the first mould learning Content in the block is too difficult.If for example, detected undesirable stress level, the first module Learning Content be considered as too difficult.Equally, if detecting the undesirable emotional state of infant, in the study of the first module Appearance is considered as too difficult.If on the contrary, detect the measurement data of health or aspiration level, observation result, inference and/or other fingers Mark, then be considered as will not be too difficult for the learning Content of the first module.
In this example, if the learning Content of the first module will not be too difficult for infant, in 913, pin Learning Content selection to the second module has more the material of challenge.However, if the learning Content of the first module is for baby children It is too difficult for youngster, then in 915, select learning Content of the less challenging material for the second module.According to being System, can make the learning Content of the second module related or uncorrelated to the learning Content of the first module.For example, the first module and Two modules can include the course from identical theme or can include the course from entirely different theme.Once selection The learning Content of second module, in 909, the learning Content of second module is presented to infant.
With reference to figure 10, an exemplary flow for being provided the processing of customization learning Content based on parent's preference is shown Figure.More particularly, the preference that can be inputted based on the user (parent, caregiver etc.) associated with infant is selected The learning Content of customization.In this example, first preference related with the learning Content for infant is received in 1001 User input.The input can be at the monitoring center associated with infant (such as via associated with monitoring center Keyboard, touch-screen etc.) receive.It is the first preference that it is for selection that multiple preferences, which can be provided a user,.For example, preference can wrap Include the theme of sound, word, numeral or color etc..In another example, preference can include the body movement of infant, Body movement related with technical performance or cognitive skill etc..In some instances, preference can include the head of infant Select language.In some instances, additional preference can also be selected by user.Specifically, the second preference can be selected, and can be with The learning Content of customization is selected based on both the first preference and the second preference.According to application, can select any number of Additional preference.
Then, in 1003, determine to send out for infant based on the measurement data received from infant's monitoring device Educate the age.As described in various examples, infant's monitoring device includes being configured as the sensor for collecting measurement data, wherein The measurement data is subsequently transmitted to monitoring center for analysis.Equally as described in various examples, measurement data can wrap Include the index of infant position, movement, movement, temperature, position and electrodermal response etc..According to application, can also use Other indexs.
In a particular embodiment, determining the developmental age of infant includes:Relative to the development mould obtained from remote platform Type carrys out analysis measurement data.As more than described in various examples, remote platform is from associated with multiple infant's monitoring devices Multiple monitoring center's receive informations.According to various examples, development model includes the infant corresponding one with all ages and classes Group model measurement data, wherein the group model measurement data are based on from the multiple monitorings associated with the infant of all ages and classes The aggregation of information received by center.In some instances, model measurement data are based on from the infant with all ages and classes Information received by associated multiple monitoring center is averaged.In addition, if the outlier in the information can be inaccurately Twist the model, then can abandon these outliers.In this example, the developmental age for determining infant is to be based on and infant The comparison of associated measurement data and the model measurement data for the infant for representing all ages and classes.Especially, using young with baby The model measurement data of the measurement data of youngster most tight fit estimate the developmental age of infant.Specifically, same and baby is selected The developmental age that the model measurement data of the measurement data of child most tight fit are associated, it is used as the development for infant The estimation at age.
According to various embodiments, development model includes the model views result associated with the infant of all ages and classes.With Model measurement data are the same, and model measurement is the result is that based on from the multiple monitoring center institutes associated with the infant of all ages and classes The aggregation of the information received.In addition, analysis measurement data include:By Measurement and Data Processing into the observation knot related with infant Fruit, and by the observation result compared with development model.Observing the example of result includes sleep, mobility, pressure, position Put, comfort level, health status, vigilance and expression.Use the model views knot of the observation result most tight fit with infant Fruit estimates the developmental age of infant.Specifically, the model views with the observation result most tight fit with infant are selected As a result the associated developmental age, is used as the estimation of the developmental age for infant.
In certain embodiments, development model includes the model inference associated with the infant of all ages and classes.With model Measurement data is the same, and model inference is based on from received by multiple monitoring center associated with the infant of all ages and classes The aggregation of information.In addition, analysis measurement data include:By Measurement and Data Processing into the inference related with infant, and should Inference is compared with development model.The example of inference includes depositing the acceptance of study, infant's happiness, caregiver In, the emotional state of environmental factor, the security of infant and infant.Use the mould of the most tight fit of the inference with infant Type inference estimates the developmental age of infant.Specifically, the model inference with the most tight fit of the inference with infant is selected The associated developmental age, is used as the estimation of the developmental age for infant.
In this example, in 1005, based on the developmental age associated with infant and such as by input by user first Preference selects the learning Content of the first module.As previously described, added partially if the user associated with infant have selected It is good, then also allow for these preferences when selecting the learning Content of the first module.According to application, learning Content can be stored in At monitoring center or remote platform.Once have selected the learning Content of the first module, in 1009, display should at monitoring center The learning Content of first module.
According to various embodiments, the various mechanisms associated with infant's monitoring system can be used to realize in this example The processing.For example, as described in example above, using infant's monitoring device sensor can be used to obtain measurement number According to.In addition, it is same as described in example above, such as such as the following various actions can be carried out using monitoring center:From more A sensor receives measurement data;The measurement data is analyzed to determine the developmental age of infant;Receive the study with infant User's input of the first related preference of content;And selected based on first preference and the developmental age associated with infant Select the learning Content of the first module.Monitoring center can also include the display for being configured as presenting the learning Content of the first module Device.
With reference to figure 11, an exemplary flow chart of the processing of customization playlist for generating educational material is shown. In this example, in 1101, baby children is received from the sensor associated with infant's monitoring device first at monitoring center The measurement data of youngster.As more than described in various examples, measurement data can include such as movement, temperature, position and skin The index of electricity reaction etc..According to application, other indexs are can also use.
Then, in this example, in 1103, analysis measurement number is carried out relative to the development model obtained from remote platform According to.As more than described in various examples, remote platform connects from multiple monitoring center and their corresponding infant's monitoring devices Collect mail and cease.Development model is built according to the aggregation of the information received from multiple monitoring center.According to various examples, mould is developed Type includes the corresponding group model measurement data of infant with all ages and classes, wherein the group model measurement data be based on from The aggregation for the information that the multiple monitoring center associated with the infant of all ages and classes receive.In some instances, model is surveyed It is being averaged based on the information received from the multiple monitoring center associated with the infant of all ages and classes to measure data.In addition, If the outlier in the information inaccurately twists the model, these outliers can be abandoned.
In some instances, development model includes the model views result associated with the infant of all ages and classes.With mould Type measurement data is the same, and model views are the result is that based on from associated with the infant of all ages and classes multiple monitoring center reception The aggregation of the information arrived.In addition, analysis measurement data include:By Measurement and Data Processing into the observation related with infant as a result, And by the observation result compared with development model.Observing the example of result includes sleep, mobility, pressure, position, easypro Appropriateness, health status, vigilance and expression.
In particular example, development model includes the model inference associated with the infant of all ages and classes.Surveyed with model It is the same to measure data, model inference is based on from the letter received by multiple monitoring center associated with the infant of all ages and classes The aggregation of breath.In addition, analysis measurement data include:By Measurement and Data Processing into the inference related with infant, and this is pushed away By compared with development model.The example of inference include to the acceptance of study, infant's happiness, caregiver presence, The emotional state of environmental factor, the security of infant and infant.
Then, in 1105, the comparison based on measurement data and development model for infant determines the developmental age. In this example, developmental age for determining infant is based on the measurement data associated with infant and represents the babies of all ages and classes The comparison of the model measurement data of child.Especially, using the development mould from the most tight fit of the measurement data with infant The model measurement data of type estimate the developmental age of infant.Specifically, select most close with the measurement data with infant The developmental age that matched model measurement data are associated, is used as the estimation of the developmental age for infant.
In some instances, the observation result derived according to the measurement data of infant can be used to determine baby children The developmental age of youngster.Especially, baby children is estimated using the model views result of the observation result most tight fit with infant The developmental age of youngster.More specifically, selection is associated with the model views result of the observation result most tight fit with infant Developmental age, be used as the estimation of the developmental age for infant.
In some instances, the inference derived according to the measurement data of infant can be used to determine infant's Developmental age.Especially, the developmental age of infant is estimated using the model inference of the most tight fit of the inference with infant. More specifically, the developmental age that selection is associated with the model inference of the most tight fit of the inference with infant, is used as and is directed to The estimation of the developmental age of infant.
In this example, once it is determined that the developmental age of infant, selects the development year for being adapted to infant in 1107 Multiple learning Content modules in age.According to various embodiments, learning Content module is obtained from remote platform.Learning Content mould Block can include any learning Content in various types of learning Contents.For example, learning Content can include and particular topic Related course.Some examples of theme include language, sound, word, numeral, color, technical performance and cognitive skill.Such as exist Referred in this example, learning Content module is intended to the discrete magnitude of the learning Content presented in a session.
Once learning Content module is have selected, by these learning Content module arrays into playlist in 1109.One In a little examples, in infant's Reception learning, the learning Content module selected in playlist is played.Such as example above It is described, it can determine when infant's Reception learning using measurement data.Once it is determined that when infant Reception learning, can To select learning Content from the playlist to be presented.In some instances, according to the expectation of user, playlist can be made Suspend at first position, then restart from the first position.In a particular embodiment, once from playlist Selection starts, which continuously plays, until user's selection suspending or stop the order of the broadcasting of playlist Untill.However, in other embodiments, playlist continuously plays, until being judged as infant to the acceptance of study not Untill enough.Can be based on being obtained relative to during the presentation from the study acceptance model that remote platform obtains and to playlist The analysis of follow-up measurement data carry out this judgement.In further other examples, user can arbitrarily access and broadcast Emplace table and play learning Content module.
According to various embodiments, the various mechanisms associated with infant's monitoring system can be used to realize in this example The processing.For example, as described in example above, can be obtained using infant's monitoring device and its associated sensor Obtain the measurement data associated with infant.In addition, same as described in example above, can using monitoring center come into Such as such as the following various actions of row:Measurement data is received from the sensor associated with infant's monitoring device;Relative to from The development model that remote platform obtains carrys out analysis measurement data;Infant is determined based on the comparison of measurement data and development model Developmental age;Learning Content module is obtained from remote platform;Selection is adapted to multiple learning Contents of the developmental age of infant Module, and by these learning Content module arrays into playlist;And play learning Content module in the playlist. Monitoring center may also receive from the input of user to play, suspend or browse in other ways playlist.In addition, one In a little examples, monitoring center can decide when infant's Reception learning so that monitoring center can play within these times Selection from playlist.
With reference to figure 12, show for providing social media accreditation to complete an example of the processing of infant's learning Content Flow chart.In this example, in 1201, select to be adapted to the infant's based on the developmental age associated with infant Learning Content.According to various embodiments, by being monitored relative to the development model obtained from remote platform to analyze from infant The measurement data that device receives determines the developmental age of infant.As described in above in relation to various examples, measurement data can With including moving, temperature, the index of position and/or electrodermal response etc..According to application, other indexs are can also use. In addition, as more than described in various examples, development model can be based on the letter received from multiple infant monitoring center The aggregation of breath.In addition, development model can include the model measurement data for representing the infant of different developmental ages.
In some instances, relative to development model and analysis measurement data include:By Measurement and Data Processing Cheng Yuying childrens The related observation of youngster is as a result, and by the observation result compared with development model.Observe result can include such as sleep, The various aspects of mobility, pressure, position, comfort level, health status, vigilance and/or expression etc..In these examples, develop Model can include the model views result for representing the infant of different developmental ages.
In some instances, relative to development model and analysis measurement data include:By Measurement and Data Processing Cheng Yuying childrens The related inference of youngster, and by the inference compared with development model.Inference can be including the acceptance such as to study, baby Child's happiness, the presence of caregiver, environmental factor, the security of infant and/or the emotional state of infant etc. it is multi-party Face.In these examples, development model can include the model inference for representing the infant of different developmental ages.
Once the comparison of measurement data and development model based on infant have selected the developmental age, infant can be directed to Select appropriate learning Content.Learning Content can be selected from a variety of materials.For example, learning Content can include and specific master Inscribe related course.Some examples of theme include sound, language, numeral, color and/or body movement.In some instances, Learning Content is selected based on the previous learning Content for being presented to infant.In other examples, learning Content include be directed to The information material for the caregiver that infant is associated or suggestion.Once have selected learning Content, in 1203, can by with baby The monitoring center that child is associated is presented the learning Content.
According to various embodiments, after learning Content is presented, be judged as completing learning Content in 1205 is in It is existing.In this example, the presentation for being judged as completing learning Content includes:Detect that learning Content has been played to completion.Cause This, if interrupting learning Content (such as by stopping or suspending learning Content) during broadcasting, will not be judged as completing.
In the case of being judged as that learning Content is completed, in 1207, there is provided social media is approved, to complete in study The presentation of appearance.In some instances, social media accreditation is distributed to associated with the caregiver, parent or guardian of infant Social media feeding.Specifically, the monitoring center associated with infant can provide to issue social media accreditation Model or option.Alternatively, in certain embodiments, remote platform can provide the model or option issued. In this example, social media accreditation includes the information related with completed learning Content.Specifically, social media accreditation can To include the level of the achievement associated with completed learning Content.For example, it can be distributed to the block of learning Content different Milestone or level.In other examples, each learning Content module is associated in itself with achievement.Social media accreditation can also wrap Include the information of included theme in completed learning Content etc..In one example, social media accreditation model It can include figure and message.It is also possible to social media will be distributed in terms of various achievements and study.
According to various embodiments, the various mechanisms associated with infant's monitoring system can be used to realize this example institute The processing stated.For example, as described in example above, can be obtained using infant's monitoring device and its associated sensor Obtain the measurement data associated with infant.In addition, same as described in example above, can using monitoring center come into Such as such as the following various actions of row:Measurement data is received from the sensor associated with infant's monitoring device;Relative to from The development model that remote platform obtains carrys out analysis measurement data;Infant is determined based on the comparison of measurement data and development model Developmental age;The learning Content for being adapted to the developmental age of infant is presented;And social media accreditation is provided, to complete to learn The presentation of content.
With reference to figure 13, an exemplary flow chart of the processing of achievement for detecting infant is shown.In this example, In 1301, the measurement data of infant is received from the sensor associated with infant's monitoring device.As each for above Described in kind example, measurement data can include the various aspects of movement, temperature, position and/or electrodermal response etc..According to should With can also use other indexs.
Then, in this example, in 1303, the analysis measurement number relative to one group of past measurement data of infant According to.This group of past measurement data include the measurement data being collected into the past and with when being collected into the corresponding pass of the data Join date and/or time etc..According to various embodiments, this group of past measurement data are stored in and infant and infant's monitoring At the monitoring center that device is associated.In some instances, the analysis measurement relative to one group of past measurement data of infant Data include:By Measurement and Data Processing into related with infant observation as a result, and by the one of the observation result and infant Group past observing result is compared.As described in various embodiments, observation result can include such as sleep, mobility, The various aspects of pressure, position, comfort level, health status, vigilance or expression etc..In other examples, relative to infant's One group of past measurement data and analysis measurement data include:By Measurement and Data Processing into the inference related with infant, and will The inference is compared with one group of past inference of infant.Same such as described in various embodiments, inference can include all Such as the acceptance to study, infant's happiness, the presence of caregiver, environmental factor, the security of infant or infant The various aspects of emotional state etc..
Then, in this example, in 1305, the comparison based on measurement data with one group of past measurement data, judges to work as Whether preceding measurement data exceedes the level detected in the past.If for example, detect physical growth (such as increasing of height/height Add), then it is judged as that measurement data exceedes pervious level of growth.In another example, such as turn over not detecting in the past In the case of this kind of movement of rolling etc., this movement may be detected.In some instances, be judged as measurement data exceed with Preceding level includes:It is a certain amount of to be judged as that measurement data has exceeded compared to pervious level.The amount can be programmed into system, and And it can prevent from detecting inessential data or mistake in the measurements.For example, can only growth be more than scheduled volume (for example, Judged in the case of 3mm).It is also possible to more other types of measured value, observation result, inference or other indexs.
If measurement data is consistent with one group of past measurement data, which is not above the water detected in the past It is flat, and achievement is not detected in this example.Then, in this scenario, in 1307, measurement data is stored.It can incite somebody to action The measurement data is added to this group of past measurement data, in being analyzed used in future.Equally, if using observation result, inference And/or other indexs and find these observation results, inference and/or other indexs it is consistent with past data, then can also general These observation result, inference and/or other indexs are stored together with this group of past measurement data.
If however, measurement data exceed in this group of past measurement data before the level that detects, in this example In, in 1309, detect the achievement of infant.It can detect various types of achievements.For example, given birth into body can be included Long or the developmental age raising.Specifically, in the case of physical growth, sensor can detect the height for forming and growing into just Or the body measurement value of weight.Raising for the developmental age, as here described in various examples, infant show as By the body detected by the comparison of measurement data and development model, speech or other side develop into just in the case of, It can be found that achievement.In some instances, achievement includes:Based on one group of past measurement data without reaching before having reached Milestone.Specifically, milestone can include the first step, first word, the thing that word is linked to be to phrase or sentence etc. Part.In certain embodiments, these milestones can be included in development model.As described in various examples, development model It is based on the aggregation from the information received by the multiple monitoring center being associated with corresponding infant's monitoring device.In addition, Development model can be for from multiple monitoring center's receive informations and assembling and being built at the remote platform of the information.
Once detecting achievement in this example, in 1311, the notice related with the achievement is sent to caregiver.According to Various embodiments, caregiver can include the people associated with infant, such as parent, guardian, interim baby caretaker, guarantor Nurse, relative etc..In some instances, the notice can be sent via monitoring center.According to application, can also via it is various its Its medium notifies to send.For example, notice can be sent by Email or text by monitoring center.
According to various embodiments, in 1313, can provide to issue the option of the social media accreditation of achievement.Specifically Ground, social media accreditation can include associated to the user of the caregiver, parent or guardian with infant etc. The model of social media feeding.In some instances, if user's selection is published to social media, monitoring center can provide Social media model.Alternatively, in some instances, remote platform can provide social media model.In the present embodiment, carry For the option to be issued, with allow the caregiver associated with infant, parent or other people such as due to privacy original Because waiting and filter posts.However, if privacy is not problem, in certain embodiments, model can also be automatically generated, and nothing Need to ask user to confirm the option to release news.According to various embodiments, social media accreditation include with realized into With regard to related information.Specifically, social media accreditation can include description, title or the message associated with achievement.For example, society Media accreditation is handed over to include such as " congratulating dotey Emily to step the first step today!" etc. message.In some instances, Social media accreditation model can include the message and figure related with achievement.
According to various embodiments, the various mechanisms associated with infant's monitoring system can be used to realize in this example The processing.For example, as described in example above, can be come using infant's monitoring device and its associated sensor Obtain the measurement data associated with infant.In addition, it is same as described in example above, it can be come using monitoring center Carry out such as such as the following various actions:Measurement data is received from sensor;Relative to one group of past measurement data of infant And analysis measurement data;Store this group of past measurement data;Examined based on the comparison of measurement data and this group of past measurement data Survey the achievement of infant;And notify the achievement to the caregiver associated with infant.In some instances, monitoring center is also It can be configured as issuing and/or providing to issue the option that the social media of achievement is approved.
Although for some details clear, that aforementioned concepts have been described of understanding, but it will be apparent that can be appended Some changes and modification are put into practice in the range of claims.It should be noted that in the presence of realizing that these processing, system and equipment are permitted More alternatives.Therefore, the present embodiment should be considered as illustrative and nonrestrictive.

Claims (60)

1. a kind of system, including:
Wearable infant's monitoring device, wearable infant's monitoring device include multiple sensors, the multiple sensing Device is configured as activity and the position of detection infant;
Coffret, it is configured as movable and position associated measurement data of the transmission with the infant;And
Monitoring center, it is configured as receiving the measurement data, and the monitoring center includes processor, the processor by with Acceptance of the definite infant to study is set to, wherein being connect based on the infant to the acceptance of study via display Mouth to provide learning stuff to caregiver.
2. system according to claim 1, wherein, the processor is based on smile and stares the duration come definite described Acceptance of the infant to study.
3. system according to claim 1, wherein, the processor determines the baby children based on smile with intensity is stared Acceptance of the youngster to study.
4. system according to claim 1, wherein, the processor is based on the developmental age associated with the infant To handle data measurement and customize learning Content.
5. system according to claim 1, wherein, the monitoring center further includes long-time memory, the persistently storage Device is configured as storage learning Content and timetable.
6. system according to claim 1, wherein, the monitoring center further includes long-time memory, the persistently storage Device is configured as storage infant's model and chart.
7. system according to claim 1, wherein, the monitoring center further includes platform interface, the platform interface quilt The communication being convenient between the monitoring center and platform is configured to, wherein platform aggregation is monitored from multiple infants The data of device.
8. system according to claim 1, wherein, further include peripheral unit.
9. system according to claim 8, wherein, the peripheral unit is camera.
10. system according to claim 9, wherein, the peripheral unit is audio sensor.
11. system according to claim 9, wherein, the peripheral unit is projecting apparatus.
12. system according to claim 9, wherein, the peripheral unit is board device.
13. system according to claim 1, wherein, the long-range infant monitoring center is mobile device.
14. system according to claim 1, wherein, the multiple sensor includes three axis accelerometer, electrodermal response Detector, that is, GSR detectors, gyroscope and temperature sensor.
15. system according to claim 1, wherein, the coffret is Bluetooth Low Energy interface i.e. BLE interfaces.
16. a kind of device, including:
Wearable infant's monitoring device, wearable infant's monitoring device include multiple sensors, the multiple sensing Device is configured as activity and the position of detection infant;
Coffret, it is configured as movable and position associated measurement data of the transmission with the infant;And
Charging interface,
Wherein, monitoring center is configured as receiving measurement data from the wearable monitoring device, and the monitoring center includes place Device is managed, the processor is configured to determine that acceptance of the infant to study, wherein based on the infant to study Acceptance, via display interface come to caregiver provide learning stuff.
17. device according to claim 16, wherein, the processor is based on smile and stares the duration to determine State acceptance of the infant to study.
18. device according to claim 16, wherein, the processor determines the baby based on smile with intensity is stared Acceptance of the child to study.
19. device according to claim 16, wherein, the processor is based on the development year associated with the infant Age handles data measurement and customizes learning Content.
20. device according to claim 16, wherein, the monitoring center further includes long-time memory, described persistently to deposit Reservoir is configured as storage learning Content and timetable.
21. a kind of infant monitoring center, including:
Infant's monitoring device interface, it is configured as receiving the measurement data for being wirelessly transmitted to come from infant's monitoring device, Infant's monitoring device includes multiple sensors, and the multiple sensor is configured as tracking infant activity and position;
Processor, it is configured as handling the measurement data, and is directed to the baby associated with infant's monitoring device Child selects and customizes learning stuff;
Long-time memory, it is configured as the learning stuff that is provided of storage remote platform, the remote platform be configured as from The multiple infant monitoring center receive information associated with multiple infants;And
Platform interface, it is configured as exchanging information with the remote platform, wherein the remote platform is configured as analysis institute Measurement data is stated, to identify the multiple acceptance windows associated with the multiple infant and be adapted to the multiple acceptance window Learning stuff.
22. infant monitoring center according to claim 21, wherein, display is further included, the display is configured To allow caregiver interactive with infant's monitoring device.
23. infant monitoring center according to claim 21, wherein, the measurement data includes movement, temperature and position Put.
24. infant monitoring center according to claim 21, wherein, the remote platform is used to be detected from Intentionality Device, staring detector, the data of common concern one or more of detector and cognition detection device detector are described to identify Multiple acceptance windows.
25. infant monitoring center according to claim 21, wherein, it is to bow that the measurement data, which includes the infant, Clinostatism or dorsal position.
26. infant monitoring center according to claim 21, wherein, the measurement data includes electrodermal response.
27. infant monitoring center according to claim 21, wherein, the processor is configured as the measurement number According to being processed into the observation result related with the infant.
28. infant monitoring center according to claim 27, wherein, the observation result includes the sleep shape of infant State, mobility, pressure, position, comfort level, health status, vigilance or expression.
29. infant monitoring center according to claim 21, wherein, the processor is configured as the measurement number According to being processed into the inference related with the infant.
30. infant monitoring center according to claim 29, wherein, the inference includes receiving infant to study Degree, infant's happiness, the presence of caregiver, environmental factor, the security of infant or the emotional state of infant.
31. infant monitoring center according to claim 21, wherein, the processor is additionally configured to customization for spy Determine the learning stuff of infant.
32. infant monitoring center according to claim 21, wherein, the long-time memory be additionally configured to storage from Timetable, model and the chart that the remote platform receives.
33. infant monitoring center according to claim 21, wherein, further include peripheral unit.
34. infant monitoring center according to claim 21, wherein, the peripheral unit be camera, microphone or Projecting apparatus.
35. a kind of system, including:
Interface, it is configured as receiving the measurement data for being wirelessly transmitted to come from infant's monitoring device, infant's monitoring Device includes multiple sensors, and the multiple sensor is configured as tracking infant activity and position;
Processor, it is configured as handling the measurement data;
Long-time memory, it is configured as the learning stuff that is provided of storage remote platform, the remote platform be configured as from The multiple infant monitoring center receive information associated with multiple infants;And
Remote platform interface, it is configured as exchanging information with the remote platform, wherein the remote platform is configured as point The measurement data is analysed, to identify the multiple acceptance windows associated with the multiple infant and be adapted to the multiple acceptance The learning stuff of window.
36. system according to claim 35, wherein, the measurement data, which includes the infant, to be prone position or faces upward Clinostatism.
37. infant monitoring center according to claim 35, wherein, the processor is configured as the measurement number According to being processed into the observation result related with the infant.
38. the infant monitoring center according to claim 37, wherein, the observation result includes the sleep shape of infant State, mobility, pressure, position, comfort level, health status, vigilance or expression.
39. infant monitoring center according to claim 35, wherein, the processor is configured as the measurement number According to being processed into the inference related with the infant.
40. infant monitoring center according to claim 39, wherein, the inference includes receiving infant to study Degree, infant's happiness, the presence of caregiver, environmental factor, the security of infant or the emotional state of infant.
41. a kind of system, including:
Infant's monitoring device, it is associated with multiple sensors, and the multiple sensor is configured as obtaining measurement data;With And
Monitoring center, it is configured as receiving the measurement data from the multiple sensor, and relative to from remote platform The study acceptance model of acquisition analyzes the measurement data, and the remote platform is configured as monitoring from multiple infants Multiple monitoring center's receive informations that device is associated,
Wherein, the measurement data is analyzed, to predict the infant associated with infant's monitoring device by Reception learning At the time of and the duration.
42. system according to claim 41, wherein, the measurement data including infant stare intensity and it is lasting when Between.
43. system according to claim 41, wherein, the measurement data includes infant's position and movement.
44. system according to claim 41, wherein, learned for the developmental age associated with the infant to customize Practise content.
45. system according to claim 41, wherein, determined based on the measurement data associated with the infant Developmental age.
46. system according to claim 41, wherein, it is anti-that the measurement data includes movement, temperature, position and skin pricktest Should.
47. a kind of method, comprises the following steps:
Measurement data is received at monitoring center, wherein the measurement data is from associated with infant's monitoring device multiple What sensor obtained;
The measurement data is analyzed relative to the study acceptance model obtained from remote platform, wherein the remote platform quilt It is configured to from the multiple monitoring center receive informations associated with multiple infant's monitoring devices;And
The prediction infant associated with infant's monitoring device is by the time of Reception learning and the duration.
48. according to the method for claim 47, wherein, the measurement data including infant stare intensity and it is lasting when Between.
49. according to the method for claim 47, wherein, the measurement data includes infant's position and movement.
50. the method according to claim 11, wherein, it is further comprising the steps of:Present for related to the infant Learning Content customized in the developmental age of connection.
51. the method according to claim 11, wherein, it is further comprising the steps of:Based on the measurement data come determine with The developmental age that the infant is associated.
52. method according to claim 51, wherein, prediction time and duration are based on related to the infant The developmental age of connection.
53. according to the method for claim 47, wherein, it is anti-that the measurement data includes movement, temperature, position and skin pricktest Should.
54. according to the method for claim 47, wherein, analyzing the measurement data includes:Data measurement is processed into The observation related with the infant is as a result, and by the observation result compared with the study acceptance model.
55. according to the method for claim 47, wherein, the observation result includes sleep, mobility, pressure, position, easypro One of appropriateness, health status, vigilance and expression.
56. according to the method for claim 47, wherein, analyzing the measurement data includes:Data measurement is processed into The inference related with the infant, and by the inference compared with the study acceptance model.
57. method according to claim 56, wherein, the inference include to the acceptance of study, infant's happiness, One of the presence of caregiver, environmental factor, the emotional state of the security of infant and infant.
58. method according to claim 57, wherein, customization includes for the learning Content of the infant:Prepare pin The information material of couple caregiver associated with the infant.
59. method according to claim 58, wherein, customization includes for the learning Content of the infant:Prepare pin The suggestion pair caregiver associated with the infant.
60. the method according to claim 11, wherein, it is further comprising the steps of:Present based on related to the infant Learning Content customized in the previous study of connection.
CN201680032372.XA 2015-04-05 2016-04-05 Intelligent infant monitoring system, infant monitoring center and infant learning receptivity detection system Active CN108012560B (en)

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US14/679,008 2015-04-05
US14/679,010 2015-04-05
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US14/681,904 2015-04-08
US14/681,902 2015-04-08
US14/681,906 US10223497B2 (en) 2015-04-05 2015-04-08 Infant learning receptivity detection system
US14/681,904 US20160287073A1 (en) 2015-04-05 2015-04-08 Infant monitoring hub
US14/681,902 US20160293026A1 (en) 2015-04-05 2015-04-08 Intelligent infant monitoring system
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