WO2016165308A1 - 基于用户状态的系统调节方法及装置 - Google Patents

基于用户状态的系统调节方法及装置 Download PDF

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WO2016165308A1
WO2016165308A1 PCT/CN2015/092972 CN2015092972W WO2016165308A1 WO 2016165308 A1 WO2016165308 A1 WO 2016165308A1 CN 2015092972 W CN2015092972 W CN 2015092972W WO 2016165308 A1 WO2016165308 A1 WO 2016165308A1
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state
user
accessory device
preset time
changes
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French (fr)
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钱文
郑瑜
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Huizhou TCL Mobile Communication Co Ltd
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Huizhou TCL Mobile Communication Co Ltd
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M1/00—Substation equipment, e.g. for use by subscribers
    • H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/725—Cordless telephones

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  • the present invention relates to the field of user state recognition, and in particular to a system adjustment method and apparatus based on user state.
  • the technical problem to be solved by the present invention is to provide a system adjustment method and device based on a user state, which can determine a user state, adjust a mobile device function, and improve a user experience through a handheld device.
  • the present invention provides a system adjustment method based on user status, including:
  • the step of receiving state information of the user motion transmitted by the accessory device includes: changing a state parameter of the accessory device in a preset time acquired by a sensor or a sensor combination including at least the multi-axis acceleration sensor included in the accessory device;
  • the wireless technology receives the number of changes in the state parameters of the accessory device within a preset time transmitted from the accessory device;
  • the step of adjusting the standby state of the mobile device and the working characteristic according to the number of changes of the state parameter of the accessory device and the state of the user within the preset time includes: if it is determined that the user enters the light sleep state, switching to the silent mode, and selectively opening The music player plays soft music; if it is judged that the user enters the sleep state, the volume is gradually turned down until the music playback function is turned off after the silence, and the power saving mode is entered to maintain data communication between the mobile device and the accessory device.
  • the step of determining the state of the user according to the number of changes of the state parameters of the accessory device within the preset time includes:
  • the number of changes of the state parameter of the accessory device is less than b within the preset time, it is determined that the user is in a sleepy state.
  • the step of determining the state of the user according to the number of changes of the state parameter of the accessory device in the preset time period further includes: the next preset time,
  • the number of changes of the state parameter of the accessory device is less than or equal to a and greater than b, it is determined that the user maintains or enters a light sleep state
  • the number of changes in the status parameter of the accessory device is less than b, it is determined that the user remains or enters a sleep state.
  • the present invention further provides a system adjustment method based on user status, including:
  • the standby state of the mobile device and its working characteristics are adjusted according to the number of changes of the state parameters of the accessory device and the state of the user within a preset time.
  • the step of receiving status information of the user motion transmitted by the accessory device includes:
  • a sensor or sensor group including at least a multi-axis acceleration sensor included in an accessory device The change of the state parameters of the accessory device within the preset time period obtained;
  • the number of changes in the state parameters of the accessory device within a preset time transmitted from the accessory device is received by the wireless technology.
  • the step of determining the state of the user according to the number of changes of the state parameters of the accessory device within the preset time includes:
  • the number of changes of the state parameter of the accessory device is less than b within the preset time, it is determined that the user is in a sleepy state.
  • the step of determining the state of the user according to the number of changes of the state parameter of the accessory device in the preset time period further includes: the next preset time,
  • the number of changes of the state parameter of the accessory device is less than or equal to a and greater than b, it is determined that the user maintains or enters a light sleep state
  • the number of changes in the status parameter of the accessory device is less than b, it is determined that the user remains or enters a sleep state.
  • the volume is gradually turned down until the music playback function is turned off after the silence, and the power saving mode is entered to maintain the data communication between the mobile device and the accessory device.
  • the present invention provides a system adjustment device based on a user state, the device includes an accessory device and a mobile device, and the mobile device includes:
  • the receiving module is configured to receive state information of the user motion transmitted by the accessory device, where the state information of the user motion is a state parameter and a number of times of change of the state parameter sensed by the accessory device in the preset time;
  • a judging module connected to the receiving module, for using a state parameter of the accessory device according to the preset time
  • the number of changes determines the state of the user, wherein the state of the user includes at least one of an awake state, a light sleep state, and a sleepy state;
  • the adjustment module is connected to the determination module, and is configured to adjust the standby state of the mobile device and its working characteristics according to the number of changes of the state parameters of the accessory device and the state of the user within a preset time.
  • the receiving module is used to:
  • the number of changes in the state parameters of the accessory device within a preset time transmitted from the accessory device is received by the wireless technology.
  • the judging module is used to:
  • the number of changes of the state parameter of the accessory device is less than b within the preset time, it is determined that the user is in a sleepy state.
  • the judging module is further configured to: in the next preset time,
  • the number of changes of the state parameter of the accessory device is less than or equal to a and greater than b, it is determined that the user maintains or enters a light sleep state
  • the number of changes in the status parameter of the accessory device is less than b, it is determined that the user remains or enters a sleep state.
  • the adjustment module is used to:
  • the volume is gradually turned down until the music playback function is turned off after the silence, and the power saving mode is entered to maintain the data communication between the mobile device and the accessory device.
  • the beneficial effect of the present invention is: receiving, by the mobile device, state information of the user motion transmitted by the accessory device, and determining the state of the user according to the number of changes of the state parameter of the accessory device within the preset time, wherein the state of the user includes awake At least one of state, light sleep state, and sleepy state. Then, according to the number of changes of the state parameters of the accessory device and the state of the user in the preset time, the standby state of the mobile device and its working characteristics are adjusted, and the user state, the adjusted mobile device function, and the user experience can be improved.
  • FIG. 1 is a schematic flow chart of a system adjustment method based on a user state according to an embodiment of the present invention
  • FIG. 2 is a schematic diagram of system adjustment based on user status according to an embodiment of the present invention.
  • FIG. 3 is a schematic structural diagram of a system adjustment apparatus based on a user state according to an embodiment of the present invention.
  • FIG. 1 is a schematic flowchart diagram of a system adjustment method based on a user state according to an embodiment of the present invention.
  • the user status identification method includes:
  • Step S10 Receive state information of the user motion transmitted by the accessory device by using the mobile device, where the state information of the user motion is a state parameter and a number of times of change of the state parameter sensed by the accessory device within a preset time.
  • the accessory device is connected to the mobile device via Bluetooth, WIFI, near field communication and other wireless communication technologies for data transmission. After the accessory device and the mobile device complete the link establishment through the predetermined rule, the data on the accessory device can be transmitted to the mobile device.
  • the raw data from the sensor can be calculated by the mobile device processor to determine the motion and state of the accessory device worn by the user.
  • the auxiliary equipment has various types of sensor support such as acceleration, electromagnetic, angular momentum, pressure, humidity, motion, temperature, and heart rate.
  • the built-in sensor technology represented by multi-axis accelerometers is used to grasp the user's status, including Stepper, heart rate data, calorie intake, sleep quality monitoring, etc. For example, in the state of the user's movement, the user's activity time and rest time, exercise intensity, number of steps, walking distance, and calories burned can be identified and recorded.
  • the sensor's algorithm can also be used to detect the user's subtle actions, recording the time required to fall asleep, the balance between light sleep and deep sleep, the time spent lying in bed, and the number of wake-ups at night, etc.
  • Basic health data monitoring For example, it is not limited to the multi-axis acceleration sensor, which can be used to measure changes in the state parameters of the accessory device, thereby obtaining the state of the user.
  • the data of the sensors in the accessory device is used to detect subtle changes in user behavior, and predetermined rules are used to determine which state the user is in.
  • the state parameters include an attachment location, a location change, a speed change, and an adjustment of the mobile device operation.
  • a state parameter change of the accessory device is preset in a preset time acquired by a plurality of sensors including at least the multi-axis acceleration sensor included in the accessory device; and the preset transmitted from the accessory device is received through the wireless technology.
  • the acceleration is a space vector, and the state information of the user motion is known by testing the components on the three coordinate axes.
  • the number of times the sensor such as the multi-axis acceleration sensor in the accessory device collects data in the preset time is configurable, and the collected data set is transmitted to the mobile device. As shown in the example in Table 1:
  • the data samples collected by the accessory device within the preset time can be used to know the status and number of changes of the state parameters of the accessory device within the preset time.
  • the sample acquisition time interval and accuracy can vary depending on the implementation and the design.
  • Step S11 Determine the state of the user according to the number of times of change of the state parameter of the accessory device in the preset time, wherein the state of the user includes at least one of an awake state, a light sleep state, and a sleepy state.
  • step S11 if the number of changes of the state parameter of the accessory device is greater than a within the preset time, it is determined that the user is in the awake state, where a is an integer. If the number of changes of the state parameter of the accessory device in the preset time is less than or equal to a and greater than b, it is determined that the user is in a light sleep state, where b is an integer. If the number of changes in the status parameter of the accessory device is less than b within the preset time, the user is in a sleepy state. As shown in table 2:
  • the integers a, b can be set according to requirements, only need to meet a>b>0.
  • the number of changes of the state parameter of the accessory device is greater than a, it is determined that the user remains or enters the awake state. If the number of changes in the status parameter of the accessory device is less than or equal to a and greater than b, it is determined that the user maintains or enters a light sleep state. If the number of changes in the status parameter of the accessory device is less than b, it is determined that the user remains or enters a sleep state.
  • Step S12 Adjust the standby state of the mobile device and its working characteristics according to the number of changes of the state parameter of the accessory device and the state of the user within a preset time.
  • step S12 if the user is in the light sleep state or the sleepy state, adjusting the volume of the mobile device, the standby state, and the music playing in the mobile device to help the user rest .
  • the mode is switched to the silent mode, that is, the new message and the phone are muted, and the music player is selectively turned on to play the soft music. That is, if the user enters the light sleep state from the sleep state, the music player is turned on to play the soft music to wake up the user, and if the user enters the light sleep state from the awake state, the music player is turned on to play the soft music to help the user fall asleep.
  • the volume is gradually turned down until the music playback function is turned off after the silence, and the power saving mode is entered to maintain the data communication between the mobile device and the accessory device. If it is determined that the user enters the awake state, the mobile device operates in the awake mode, maintains the original state, and does not perform any function adjustment.
  • FIG. 2 is a schematic diagram of system adjustment based on user status according to an embodiment of the present invention. Specifically, it means that the mobile device adjusts according to the state of the user within one day, and operates in different operation modes. as shown in picture 2,
  • Step S200 Start.
  • Step S201 establishing a connection with the accessory device.
  • Step S202 Receive user motion state information transmitted by the accessory device.
  • the user motion state information is the number of times the state parameter of the accessory device changes within a preset time, and is taken as c and c are integers.
  • Step S203 determining the number c of changes of the state parameter of the accessory device within the preset time. If c>a, step S204 is performed, and if c ⁇ a, step S205 is performed. Where a is an integer.
  • Step S204 The mobile device operates in the awake mode.
  • Step S205 The mobile device enters a silent mode.
  • the mobile device when the number of changes of the state parameter of the accessory device is less than a in the preset time, the user is in the awake state, and correspondingly, the mobile device operates in the awake mode. If the accessory device is within the preset time If the number of changes of the state parameter is less than a, and the current mobile device system time falls within the range of 22 o'clock to 6 o'clock, the user is considered to enter a light sleep state, and the mobile device sends a command to the system to switch to the silent mode, that is, the new message. Silently handle the phone and selectively activate the music playback function to play soft music.
  • Step S206 Continue the judgment. That is, the number c of changes in the state parameters of the accessory device in the next preset time is determined. If b ⁇ c ⁇ a, step S207 is performed, and if c ⁇ b, step S208 is performed.
  • Step S207 The mobile device maintains the silent mode.
  • Step S208 The mobile device enters a power saving mode.
  • the user is considered to be in a light sleep state, and correspondingly, the mobile device remains in the silent mode.
  • c ⁇ b the user is considered to be in a sleepy state, the volume of the mobile device is gradually lowered, and the mobile device is in a power saving mode.
  • Step S209 The judgment is continued. If c ⁇ b, step S210 is performed, and if c>b, step S211 is performed.
  • Step S210 The mobile device maintains the power saving mode.
  • Step S211 The user exits the power saving mode and enters the silent mode.
  • the mobile device if the number of changes of the state parameter of the accessory device is less than b in the next N preset times, it is determined that the user stays asleep, the mobile device maintains the power saving mode, and any music playing function is turned off.
  • N is a positive integer.
  • the number of changes of the state parameter of the accessory device increases and is greater than b, and when the current time belongs between 6 o'clock and 22 o'clock, the user is considered to be in a state of being asleep and performing a light sleep state.
  • the mobile device enters the silent mode, and can also selectively turn on the music playing function, play soft music to wake up the user, and the volume is from weak to strong.
  • Step S212 The determination is continued. If b ⁇ c ⁇ a, step S213 is performed, and if c>a, step S214 is performed.
  • Step S213 The mobile device maintains the silent mode.
  • Step S214 The mobile device exits the silent mode and enters the awake mode.
  • the mobile device automatically turns off the mute mode to return to the previous awake mode.
  • the mobile device receives the user motion state information transmitted by the accessory device, and determines the state of the user according to the number of times the state parameter of the accessory device changes within a preset time. If the user is determined to be in a light sleep state or sleep state, the adjustment is performed.
  • the volume of the mobile device and the music playback function in the mobile device the mobile device operates in a corresponding different operation mode to help the user rest, and can determine the user Status, adjusted mobile device features, help users to rest better and improve the user experience.
  • FIG. 3 is a schematic structural diagram of a system adjustment apparatus based on a user state according to an embodiment of the present invention.
  • the system state adjustment device 10 based on the user state includes an accessory device 11 and a mobile device 12, wherein the mobile device 12 includes a receiving module 120, a determination module 121, and an adjustment module 122.
  • the receiving module 120 is configured to receive state information of the user motion transmitted by the accessory device 11, wherein the state information of the user motion is a state parameter and a number of times of change of the state parameter sensed by the accessory device 11 within a preset time.
  • the determining module 121 is connected to the receiving module 120, and is configured to determine the state of the user according to the number of changes of the state parameter of the accessory device within the preset time.
  • the state of the user includes at least one of an awake state, a light sleep state, and a sleepy state.
  • the adjustment module 122 is connected to the determination module 121 for adjusting the standby state of the mobile device and its working characteristics according to the number of changes of the state parameters of the accessory device and the state of the user within a preset time.
  • the state parameters include an attachment location, a location change, a speed change, and an adjustment of the mobile device operation.
  • the accessory device 11 is connected to the mobile device 12 via a wireless communication technology such as Bluetooth, WIFI, near field communication, and performs data transmission. After the accessory device 11 and the mobile device 12 complete the link establishment by a predetermined rule, the data on the accessory device 11 can be transmitted to the mobile device 12.
  • the accessory device 11 already has various types of sensor support such as acceleration, electromagnetic, angular momentum, pressure, humidity, motion, temperature, and heart rate.
  • the multi-axis acceleration sensor can be used to measure the change of the state parameter of the accessory device 11, and the state of the user can be obtained.
  • the receiving module 120 is configured to receive, by the multi-axis acceleration sensor in the accessory device 11, the number of changes of the state parameter of the accessory device 11 in a preset time; and receive the state of the accessory device 11 in the preset time transmitted from the accessory device 11 by using a wireless technology. The number of times the parameter has changed.
  • the determining module 121 is configured to: if the number of changes of the state parameter of the accessory device 11 is greater than a in the preset time, determine that the user is in the awake state, where a is an integer; if the number of changes of the state parameter of the accessory device 11 is less than the preset time Or equal to a, and greater than b, it is determined that the user is in a light sleep state, where b is an integer; if the number of changes of the state parameter of the accessory device 11 is less than b within the preset time, it is determined that the user is in a sleepy state.
  • the determining module 121 is further configured to: if the number of times of change of the state parameter of the accessory device 11 is greater than a, determine that the user maintains or enters the awake state; if the number of changes of the state parameter of the accessory device 11 is less than or equal to a And greater than b, it is judged that the user maintains or enters a light sleep state; if the number of changes of the state parameter of the accessory device 11 is less than b, it is judged that the user maintains or enters a sleeping state.
  • next preset time if the number of changes of the state parameter of the accessory device 11 is greater than a, and If the number of changes of the state parameter of the accessory device 11 is greater than a in the previous preset time, it is determined that the user remains awake. If the number of changes of the state parameter of the accessory device 11 in the previous preset time is less than a and greater than b, then it is determined. The user is awake by a light sleep state. In the next preset time, if the number of changes of the state parameter of the accessory device 11 is less than a and greater than b, and the number of changes of the state parameter of the accessory device 11 is greater than a in the previous preset time, it is determined that the user is shallow from the awake state.
  • the sleep state if the number of changes of the state parameter of the accessory device 11 in the previous preset time is also less than a and greater than b, it is determined that the user maintains a light sleep state.
  • the next preset time if the number of changes of the state parameter of the accessory device 11 is less than b, and the number of changes of the state parameter of the accessory device 11 in the previous preset time is less than a and greater than b, the user is judged to be sleeping by the light sleep state.
  • the cooked state if the number of changes in the state parameter of the accessory device 11 is less than b in the previous preset time, it is determined that the user remains in a state of being asleep.
  • the adjusting module 122 is configured to: if the user is in the light sleep state or the sleep state, adjust a volume of the mobile device, a standby state, and music playing in the mobile device to help the user rest. Specifically, if the user enters the light sleep state, switching to the silent mode, and selectively turning on the music player to play soft music; that is, if the user enters the light sleep state from the sleepy state, the music player is turned on to play the soft music. To wake up the user, if the user enters a light sleep state from the awake state, the music player is turned on to play soft music to help the user fall asleep.
  • the volume is gradually turned down until the music playback function is turned off after the silence, and the power saving mode is entered to maintain data communication between the mobile device 12 and the accessory device 11.
  • the adjustment module 122 automatically turns off the silent mode and switches to the awake mode. In this way, adjusting the function of the mobile device 12 according to the detected state of the user can help the user to rest and obtain a better user experience.
  • the present invention receives the state information of the user motion transmitted by the accessory device through the mobile device, and determines the state of the user according to the number of changes of the state parameter of the accessory device in the preset time, wherein the state of the user includes an awake state and a light sleep. At least one of a state and a state of being asleep; and further adjusting a standby state of the mobile device and a working characteristic thereof according to a change number of state parameters of the accessory device and a state of the user within a preset time, and determining a user state, an adjusted mobile device function, Improve the user experience.

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Abstract

本发明公开了一种基于用户状态的系统调节方法及装置，方法包括：通过移动设备接收附属设备传输的用户运动的状态信息，其中，用户运动的状态信息为预设时间内附属设备感受到的状态参数和状态参数的变化次数；根据预设时间内附属设备的状态参数的变化次数判断用户的状态，其中用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种；根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征。通过上述方式，本发明能够确定用户状态，调整的移动设备功能，提高了用户体验。

Description

基于用户状态的系统调节方法及装置 【技术领域】
本发明涉及用户状态识别领域，特别是涉及一种基于用户状态的系统调节方法及装置。
【背景技术】
手机尺寸变大所带来的一系列问题中，最惺忪平常的就是要经常从包里拿出手机查看是否有来电和信息，自从穿戴式设备和手机附件成为手机的一种附属设备后，人们可以在自己的蓝牙手表或手环上感知到手机上的新事件。而穿戴式设备和手机附属设备所配备的一系列传感器则让这些附件拥有更强大的功能，比如，感知用户的身体状态和行为。而由于现代生活的节奏越来越快，人们生活压力日益增大，能否有足够的休息对人们生活、学习和工作有很大影响。因此如何利用穿戴式设备和手机附属设备帮助人们更好的休息是个重要的研究课题。
【发明内容】
本发明解决的技术问题是，提供一种基于用户状态的系统调节方法及装置，能够通过手持设备确定用户状态，调整的移动设备功能，提高了用户体验。
为解决上述技术问题，本发明提供了一种基于用户状态的系统调节方法，包括：
通过移动设备接收附属设备传输的用户运动的状态信息，其中，用户运动的状态信息为预设时间内附属设备感受到的状态参数和状态参数的变化次数；
根据预设时间内附属设备的状态参数的变化次数判断用户的状态，其中用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种；
根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征；
其中，接收附属设备传输的用户运动的状态信息的步骤包括：通过附属设备中的至少包含的多轴加速度传感器在内的传感器或传感器组合获取的预设时间内附属设备的状态参数变化情况；通过无线技术接收从附属设备传输的预设时间内附属设备的状态参数的变化次数；
根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征的步骤包括：如果判断用户进入浅睡眠状态，则切换到静音模式，并选择性地打开音乐播放器播放轻柔的音乐；如果判断用户进入睡熟状态，则逐渐调低音量，直至无声后关闭音乐播放功能，并进入省电模式，保持移动设备与附属设备的数据通信。
其中，根据预设时间内附属设备的状态参数的变化次数判断用户的状态的步骤包括：
如果预设时间内附属设备的状态参数的变化次数大于a，则判断用户处于清醒状态，其中a为整数；
如果预设时间内附属设备的状态参数的变化次数小于或等于a，且大于b，则判断用户处于浅睡眠状态，其中b为整数；
如果预设时间内附属设备的状态参数的变化次数小于b，则判断用户处于睡熟状态。
其中，根据预设时间内附属设备的状态参数的变化次数判断用户的状态的步骤还包括：下一预设时间内，
如果附属设备的状态参数的变化次数大于a，则判断用户保持或进入清醒状态；
如果附属设备的状态参数的变化次数小于或等于a，且大于b，则判断用户保持或进入浅睡眠状态；
如果附属设备的状态参数的变化次数小于b，则判断用户保持或进入熟睡状态。
为解决上述技术问题，本发明又提供了一种基于用户状态的系统调节方法，包括：
通过移动设备接收附属设备传输的用户运动的状态信息，其中，用户运动的状态信息为预设时间内附属设备感受到的状态参数和状态参数的变化次数；
根据预设时间内附属设备的状态参数的变化次数判断用户的状态，其中用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种；
根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征。
其中，接收附属设备传输的用户运动的状态信息的步骤包括：
通过附属设备中的至少包含的多轴加速度传感器在内的传感器或传感器组 合获取的预设时间内附属设备的状态参数变化情况；
通过无线技术接收从附属设备传输的预设时间内附属设备的状态参数的变化次数。
其中，根据预设时间内附属设备的状态参数的变化次数判断用户的状态的步骤包括：
如果预设时间内附属设备的状态参数的变化次数大于a，则判断用户处于清醒状态，其中a为整数；
如果预设时间内附属设备的状态参数的变化次数小于或等于a，且大于b，则判断用户处于浅睡眠状态，其中b为整数；
如果预设时间内附属设备的状态参数的变化次数小于b，则判断用户处于睡熟状态。
其中，根据预设时间内附属设备的状态参数的变化次数判断用户的状态的步骤还包括：下一预设时间内，
如果附属设备的状态参数的变化次数大于a，则判断用户保持或进入清醒状态；
如果附属设备的状态参数的变化次数小于或等于a，且大于b，则判断用户保持或进入浅睡眠状态；
如果附属设备的状态参数的变化次数小于b，则判断用户保持或进入熟睡状态。
其中，根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征的步骤包括：
如果判断用户进入浅睡眠状态，则切换到静音模式，并选择性地打开音乐播放器播放轻柔的音乐；
如果判断用户进入睡熟状态，则逐渐调低音量，直至无声后关闭音乐播放功能，并进入省电模式，保持移动设备与附属设备的数据通信。
为解决上述技术问题，本发明提供了一种基于用户状态的系统调节装置，装置包括附属设备和移动设备，移动设备包括：
接收模块，用于接收附属设备传输的用户运动的状态信息，其中，用户运动的状态信息为预设时间内附属设备感受到的状态参数和状态参数的变化次数；
判断模块，与接收模块连接，用于根据预设时间内附属设备的状态参数的 变化次数判断用户的状态，其中用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种；
调整模块，与判断模块连接，用于根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征。
其中，接收模块用于：
通过附属设备中的至少包含的多轴加速度传感器在内的传感器或传感器组合获取的预设时间内附属设备的状态参数变化情况；
通过无线技术接收从附属设备传输的预设时间内附属设备的状态参数的变化次数。
其中，判断模块用于：
如果预设时间内附属设备的状态参数的变化次数大于a，则判断用户处于清醒状态，其中a为整数；
如果预设时间内附属设备的状态参数的变化次数小于或等于a，且大于b，则判断用户处于浅睡眠状态，其中b为整数；
如果预设时间内附属设备的状态参数的变化次数小于b，则判断用户处于睡熟状态。
其中，判断模块还用于：下一预设时间内，
如果附属设备的状态参数的变化次数大于a，则判断用户保持或进入清醒状态；
如果附属设备的状态参数的变化次数小于或等于a，且大于b，则判断用户保持或进入浅睡眠状态；
如果附属设备的状态参数的变化次数小于b，则判断用户保持或进入熟睡状态。
其中，调整模块用于：
如果判断用户进入浅睡眠状态，则切换到静音模式，并打开音乐播放器播放轻柔的音乐；
如果判断用户进入睡熟状态，则逐渐调低音量，直至无声后关闭音乐播放功能，并进入省电模式，保持移动设备与附属设备的数据通信。
通过上述方案，本发明的有益效果是：通过移动设备接收附属设备传输的用户运动的状态信息，并根据预设时间内附属设备的状态参数的变化次数判断用户的状态，其中用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一 种；进而根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征，能够确定用户状态，调整的移动设备功能，提高了用户体验。
【附图说明】
图1是本发明实施例的基于用户状态的系统调节方法的流程示意图；
图2是本发明实施例的基于用户状态的系统调节的示意图；
图3是本发明实施例的基于用户状态的系统调节装置的结构示意图。
【具体实施方式】
请参阅图1，图1是本发明实施例的基于用户状态的系统调节方法的流程示意图。如图1所示，用户状态识别方法包括：
步骤S10：通过移动设备接收附属设备传输的用户运动的状态信息，其中，用户运动的状态信息为预设时间内附属设备感受到的状态参数和状态参数的变化次数。
附属设备通过蓝牙、WIFI、近场通信等无线通讯技术与移动设备连接并进行数据传输。当附属设备与移动设备通过预定规则完成链接建立后，附属设备上的数据便可传输到移动设备上。
来自传感器的原始数据可以用移动设备处理器进行计算，对用户所佩戴附属设备的运动和状态进行判断。目前附属设备已经具备加速度、电磁、角动量、压力、湿度、运动、温度、心率等多种类型的传感器支持，通过内置的以多轴加速度传感器为代表的传感器技术来掌握用户的状态，包括计步器，心跳数据，卡路里摄入，睡眠质量监测等。例如在使用者运动的状态下，可以识别和记录用户活动时间与休息时间、运动激烈程度、步数、步行距离以及消耗的热量等等行为。在使用者休息状态下，还可以通过传感器的算法检测用户的细微动作，记录入睡所需时间、浅睡眠与深睡眠的平衡、躺在床上的时间，以及夜间醒来的次数等，如此能够实现基本的健康数据监控。例如不限于多轴加速度传感器可以用于测量附属设备状态参数的变化，进而可以得到用户的状态。在本实施例中，使用附属设备内传感器的数据来检测用户行为的细微变化，使用预定规则来判断用户处于何种状态。其中状态参数包括附着位置、位置变化，速度变化、所述移动设备运行的调整。
在步骤S10中，具体地通过附属设备中的至少包含的多轴加速度传感器在内的多种传感器获取的预设时间内附属设备的状态参数变化情况；通过无线技术接收从附属设备传输的预设时间内附属设备的状态参数的变化次数。在本发明实施例中，加速度是个空间矢量，通过测试三个坐标轴上的分量了解用户运动的状态信息。预设时间内附属设备中的多轴加速度传感器等传感器采集数据的次数是可设置的，并把采集到的数据集合传输给移动设备。如表1中举例所示：
表1 附属设备传输的用户运动的状态信息
Figure PCTCN2015092972-appb-000001
通过预设时间内附属设备采集到的数据样本，即可获知预设时间内附属设备的状态参数变化情况和次数。样本采集时间间隔和精度因实现的不同，设计的不同而可变化。
步骤S11：根据预设时间内附属设备的状态参数的变化次数判断用户的状态，其中用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种。
在步骤S11中，如果预设时间内附属设备的状态参数的变化次数大于a，则判断用户处于清醒状态，其中a为整数。如果预设时间内附属设备的状态参数的变化次数小于或等于a，且大于b，则判断用户处于浅睡眠状态，其中b为整数。如果预设时间内附属设备的状态参数的变化次数小于b，则用户处于睡熟状态。如表2所示：
表2 状态参数的变化次数与用户的状态的对应关系
Figure PCTCN2015092972-appb-000002
Figure PCTCN2015092972-appb-000003
其中，整数a，b可根据需求进行设置，只需满足a＞b＞0。
在下一预设时间内，如果附属设备的状态参数的变化次数大于a，则判断用户保持或进入清醒状态。如果附属设备的状态参数的变化次数小于或等于a，且大于b，则判断用户保持或进入浅睡眠状态。如果附属设备的状态参数的变化次数小于b，则判断用户保持或进入熟睡状态。
步骤S12：根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征。
在步骤S12中，如果所述用户处于所述浅睡眠状态或所述睡熟状态，则调整所述移动设备的音量，待机状态，以及所述移动设备中的音乐播放，以帮助所述用户休息。具体地，如果判断用户进入浅睡眠状态，则切换到静音模式，即对新来的消息和电话做静音处理，并选择性地打开音乐播放器播放轻柔的音乐。即如果用户由睡熟状态进入浅睡眠状态，则打开音乐播放器播放轻柔的音乐以唤醒用户，如果用户由清醒状态进入浅睡眠状态，则打开音乐播放器播放轻柔的音乐以帮助用户入睡。如果判断用户进入睡熟状态，则逐渐调低音量，直至无声后关闭音乐播放功能，并进入省电模式，保持移动设备与附属设备的数据通信。如果判断用户进入清醒状态，则移动设备运行在清醒模式，保持原有状态，不做任何功能调整。
图2是本发明实施例的基于用户状态的系统调节的示意图。具体地，表示一天之内移动设备根据用户状态的不同进行调节，运行在不同的运行模式。如图2所示，
步骤S200：开始。
步骤S201：与附属设备建立连接。
步骤S202：接收附属设备传输的用户运动状态信息。用户运动状态信息为预设时间内附属设备的状态参数的变化次数，取为c，c为整数。
步骤S203：判断预设时间内附属设备的状态参数的变化次数c。如果c＞a，则执行步骤S204，如果c＜a，则执行步骤S205。其中，a为整数。
步骤S204：移动设备运行于清醒模式。
步骤S205：移动设备进入静音模式。
具体地，预设时间内附属设备的状态参数的变化次数小于a时，表明用户处于清醒状态，对应的，移动设备运行于清醒模式。如果预设时间内附属设备 的状态参数的变化次数小于a，且当前移动设备系统时间属于22点至6点的范围内，则认为用户进入浅睡眠状态，移动设备发送命令给系统切换到静音模式，即对新来的消息和电话做静音处理，同时选择性地启动音乐播放功能，播放轻柔的音乐。
步骤S206：继续判断。即判断在下一预设时间内附属设备的状态参数的变化次数c。如果b＜c＜a，则执行步骤S207，如果c＜b，则执行步骤S208。
步骤S207：移动设备保持静音模式。
步骤S208：移动设备进入省电模式。
具体地，如果b＜c＜a，则认为用户保持浅睡眠状态，对应地，移动设备保持静音模式。如果c＜b，则认为用户进入睡熟状态，逐渐调低移动设备音量，移动设备进行省电模式。
步骤S209：继续判断，如果c＜b，则执行步骤S210，如果c＞b，则执行步骤S211。
步骤S210：移动设备保持省电模式。
步骤S211：用户退出省电模式，进入静音模式。
具体地，如果在接下来的N个预设时间内，附属设备的状态参数的变化次数都小于b，则判断用户保持睡熟状态，移动设备保持省电模式，关闭任何音乐播放功能。其中，N为正整数。一直到第N+1个预设时间内，附属设备的状态参数的变化次数增加并大于b，且当前时间属于6点到22点之间时，认为用户退出睡熟状态，进行浅睡眠状态，移动设备进入静音模式，还可以选择性地打开音乐播放功能，播放轻柔的音乐以唤醒用户，音量从弱到强。
步骤S212：继续判断，如果b＜c＜a，则执行步骤S213，如果c＞a，则执行步骤S214。
步骤S213：移动设备保持静音模式。
步骤S214：移动设备退出静音模式，进入清醒模式。
如果一个预设时间内附属设备的状态参数的变化次数继续上升，并超过a，那认为用户已经清醒，移动设备自动把静音模式关闭，回到之前的清醒模式。
本发明实施例通过移动设备接收附属设备传输的用户运动状态信息，并根据预设时间内附属设备的状态参数的变化次数判断用户的状态，如果判断用户处于浅睡眠状态或睡熟状态，则调整移动设备的音量以及移动设备中的音乐播放功能，移动设备运行在对应不同运行模式，以帮助用户休息，能够确定用户 状态，调整的移动设备功能，帮助用户更好的休息，提高了用户体验。
图3是本发明实施例的基于用户状态的系统调节装置的结构示意图。如图3所示，基于用户状态的系统调节装置10包括附属设备11和移动设备12，其中移动设备12包括：接收模块120、判断模块121以及调整模块122。接收模块120用于接收附属设备11传输的用户运动的状态信息，其中，用户运动的状态信息为预设时间内附属设备11感受到的状态参数和状态参数的变化次数。判断模块121与接收模块120连接，用于根据预设时间内附属设备的状态参数的变化次数判断用户的状态。其中用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种。调整模块122与判断模块121连接，用于根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征。其中状态参数包括附着位置、位置变化，速度变化、所述移动设备运行的调整。
在本发明实施例中，附属设备11通过蓝牙、WIFI、近场通信等无线通讯技术与移动设备12连接并进行数据传输。当附属设备11与移动设备12通过预定规则完成链接建立后，附属设备11上的数据便可传输到移动设备12上。附属设备11中已经具备加速度、电磁、角动量、压力、湿度、运动、温度、心率等多种类型的传感器支持。其中多轴加速度传感器可以用于测量附属设备11的状态参数的变化情况，进而可以得到用户的状态。接收模块120用于通过附属设备11中的多轴加速度传感器获取的预设时间内附属设备11的状态参数的变化次数；通过无线技术接收从附属设备11传输的预设时间内附属设备11的状态参数的变化次数。
判断模块121用于：如果预设时间内附属设备11的状态参数的变化次数大于a，则判断用户处于清醒状态，其中a为整数；如果预设时间内附属设备11的状态参数的变化次数小于或等于a，且大于b，则判断用户处于浅睡眠状态，其中b为整数；如果预设时间内附属设备11的状态参数的变化次数小于b，则判断用户处于睡熟状态。
判断模块121还用于：下一预设时间内，如果附属设备11的状态参数的变化次数大于a，则判断用户保持或进入清醒状态；如果附属设备11的状态参数的变化次数小于或等于a，且大于b，则判断用户保持或进入浅睡眠状态；如果附属设备11的状态参数的变化次数小于b，则判断用户保持或进入熟睡状态。具体地，下一预设时间内，如果附属设备11的状态参数的变化次数大于a，且 前一预设时间内附属设备11的状态参数的变化次数也大于a，则判断用户保持清醒状态，如果前一预设时间内附属设备11的状态参数的变化次数小于a且大于b，则判断用户由浅睡眠状态进行清醒状态。下一预设时间内，如果附属设备11的状态参数的变化次数小于a且大于b，且前一预设时间内附属设备11的状态参数的变化次数大于a，则判断用户由清醒状态进行浅睡眠状态，如果前一预设时间内附属设备11的状态参数的变化次数也小于a且大于b，则判断用户保持浅睡眠状态。下一预设时间内，如果附属设备11的状态参数的变化次数小于b，且前一预设时间内附属设备11的状态参数的变化次数小于a且大于b，则判断用户由浅睡眠状态进行睡熟状态，如果前一预设时间内附属设备11的状态参数的变化次数也小于b，则判断用户保持睡熟状态。
调整模块122用于：如果所述用户处于所述浅睡眠状态或所述睡熟状态，则调整所述移动设备的音量，待机状态，以及所述移动设备中的音乐播放，以帮助所述用户休息。具体地，如果用户进入浅睡眠状态，则切换到静音模式，并选择性地打开音乐播放器播放轻柔的音乐；即如果用户由睡熟状态进入浅睡眠状态，则打开音乐播放器播放轻柔的音乐以唤醒用户，如果用户由清醒状态进入浅睡眠状态，则打开音乐播放器播放轻柔的音乐以帮助用户入睡。如果用户进入睡熟状态，则逐渐调低音量，直至无声后关闭音乐播放功能，并进入省电模式，保持移动设备12与附属设备11的数据通信。如果用户由浅睡眠状态进入清醒状态，调整模块122自动关闭静音模式，转为清醒模式。如此根据检测到的用户的状态对应调整移动设备12功能，能帮助用户休息，获得更好的用户体验。
综上所述，本发明通过移动设备接收附属设备传输的用户运动的状态信息，并根据预设时间内附属设备的状态参数的变化次数判断用户的状态，其中用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种；进而根据预设时间内附属设备的状态参数的变化次数以及用户的状态调整移动设备的待机状态及其工作特征，能够确定用户状态，调整的移动设备功能，提高了用户体验。
以上所述仅为本发明的实施例，并非因此限制本发明的专利范围，凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换，或直接或间接运用在其他相关的技术领域，均同理包括在本发明的专利保护范围内。

Claims (13)

  1. 一种基于用户状态的系统调节方法，其特征在于，所述方法包括：
    通过移动设备接收附属设备传输的用户运动的状态信息，其中，所述用户运动的状态信息为预设时间内所述附属设备感受到的状态参数和所述状态参数的变化次数；
    根据所述预设时间内所述附属设备的状态参数的变化次数判断用户的状态，其中所述用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种；
    根据所述预设时间内所述附属设备的状态参数的变化次数以及所述用户的状态调整所述移动设备的待机状态及其工作特征；
    其中，所述接收附属设备传输的用户运动的状态信息的步骤包括：通过所述附属设备中的至少包含的多轴加速度传感器在内的传感器或传感器组合获取的所述预设时间内所述附属设备的状态参数变化情况；通过无线技术接收从所述附属设备传输的所述预设时间内所述附属设备的状态参数的变化次数；
    所述根据所述预设时间内所述附属设备的状态参数的变化次数以及所述用户的状态调整所述移动设备的待机状态及其工作特征的步骤包括：如果判断所述用户进入所述浅睡眠状态，则切换到静音模式，并选择性地打开所述音乐播放器播放轻柔的音乐；如果判断所述用户进入所述睡熟状态，则逐渐调低音量，直至无声后关闭所述音乐播放功能，并进入省电模式，保持所述移动设备与所述附属设备的数据通信。
  2. 根据权利要求1所述的方法，其特征在于，所述根据所述预设时间内所述附属设备的状态参数的变化次数判断用户的状态的步骤包括：
    如果所述预设时间内所述附属设备的状态参数的变化次数大于a，则判断所述用户处于所述清醒状态，其中a为整数；
    如果所述预设时间内所述附属设备的状态参数的变化次数小于或等于a，且大于b，则判断所述用户处于所述浅睡眠状态，其中b为整数；
    如果所述预设时间内所述附属设备的状态参数的变化次数小于b，则判断所述用户处于所述睡熟状态。
  3. 根据权利要求2所述的方法，其特征在于，所述根据所述预设时间内所述附属设备的状态参数的变化次数判断用户的状态的步骤还包括：下一预设时 间内，
    如果所述附属设备的状态参数的变化次数大于a，则判断所述用户保持或进入所述清醒状态；
    如果所述附属设备的状态参数的变化次数小于或等于a，且大于b，则判断所述用户保持或进入所述浅睡眠状态；
    如果所述附属设备的状态参数的变化次数小于b，则判断所述用户保持或进入所述熟睡状态。
  4. 一种基于用户状态的系统调节方法，其特征在于，所述方法包括：
    通过移动设备接收附属设备传输的用户运动的状态信息，其中，所述用户运动的状态信息为预设时间内所述附属设备感受到的状态参数和所述状态参数的变化次数；
    根据所述预设时间内所述附属设备的状态参数的变化次数判断用户的状态，其中所述用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种；
    根据所述预设时间内所述附属设备的状态参数的变化次数以及所述用户的状态调整所述移动设备的待机状态及其工作特征。
  5. 根据权利要求4所述的方法，其特征在于，所述接收附属设备传输的用户运动的状态信息的步骤包括：
    通过所述附属设备中的至少包含的多轴加速度传感器在内的传感器或传感器组合获取的所述预设时间内所述附属设备的状态参数变化情况；
    通过无线技术接收从所述附属设备传输的所述预设时间内所述附属设备的状态参数的变化次数。
  6. 根据权利要求4所述的方法，其特征在于，所述根据所述预设时间内所述附属设备的状态参数的变化次数判断用户的状态的步骤包括：
    如果所述预设时间内所述附属设备的状态参数的变化次数大于a，则判断所述用户处于所述清醒状态，其中a为整数；
    如果所述预设时间内所述附属设备的状态参数的变化次数小于或等于a，且大于b，则判断所述用户处于所述浅睡眠状态，其中b为整数；
    如果所述预设时间内所述附属设备的状态参数的变化次数小于b，则判断所述用户处于所述睡熟状态。
  7. 根据权利要求6所述的方法，其特征在于，所述根据所述预设时间内所述附属设备的状态参数的变化次数判断用户的状态的步骤还包括：下一预设时 间内，
    如果所述附属设备的状态参数的变化次数大于a，则判断所述用户保持或进入所述清醒状态；
    如果所述附属设备的状态参数的变化次数小于或等于a，且大于b，则判断所述用户保持或进入所述浅睡眠状态；
    如果所述附属设备的状态参数的变化次数小于b，则判断所述用户保持或进入所述熟睡状态。
  8. 根据权利要求7所述的方法，其特征在于，所述根据所述预设时间内所述附属设备的状态参数的变化次数以及所述用户的状态调整所述移动设备的待机状态及其工作特征的步骤包括：
    如果判断所述用户进入所述浅睡眠状态，则切换到静音模式，并选择性地打开所述音乐播放器播放轻柔的音乐；
    如果判断所述用户进入所述睡熟状态，则逐渐调低音量，直至无声后关闭所述音乐播放功能，并进入省电模式，保持所述移动设备与所述附属设备的数据通信。
  9. 一种基于用户状态的系统调节装置，其特征在于，所述装置包括附属设备和移动设备，所述移动设备包括：
    接收模块，用于接收所述附属设备传输的用户运动的状态信息，其中，所述用户运动的状态信息为预设时间内所述附属设备感受到的状态参数和所述状态参数的变化次数；
    判断模块，与所述接收模块连接，用于根据所述预设时间内所述附属设备的状态参数的变化次数判断用户的状态，其中所述用户的状态包括清醒状态、浅睡眠状态、睡熟状态的至少一种；
    调整模块，与所述判断模块连接，用于根据所述预设时间内所述附属设备的状态参数的变化次数以及所述用户的状态调整所述移动设备的待机状态及其工作特征。
  10. 根据权利要求9所述的装置，其特征在于，所述接收模块用于：
    通过所述附属设备中的至少包含的多轴加速度传感器在内的传感器或传感器组合获取的所述预设时间内所述附属设备的状态参数变化情况；
    通过无线技术接收从所述附属设备传输的所述预设时间内所述附属设备的状态参数的变化次数。
  11. 根据权利要求9所述的装置，其特征在于，所述判断模块用于：
    如果所述预设时间内所述附属设备的状态参数的变化次数大于a，则判断所述用户处于清醒状态，其中a为整数；
    如果所述预设时间内所述附属设备的状态参数的变化次数小于或等于a，且大于b，则判断所述用户处于浅睡眠状态，其中b为整数；
    如果所述预设时间内所述附属设备的状态参数的变化次数小于b，则判断所述用户处于睡熟状态。
  12. 根据权利要求11所述的装置，其特征在于，所述判断模块还用于：下一预设时间内，
    如果所述附属设备的状态参数的变化次数大于a，则判断所述用户保持或进入清醒状态；
    如果所述附属设备的状态参数的变化次数小于或等于a，且大于b，则判断所述用户保持或进入浅睡眠状态；
    如果所述附属设备的状态参数的变化次数小于b，则判断所述用户保持或进入熟睡状态。
  13. 根据权利要求9所述的装置，其特征在于，所述调整模块用于：
    如果判断所述用户进入浅睡眠状态，则切换到静音模式，并选择性地打开所述音乐播放器播放轻柔的音乐；
    如果判断所述用户进入睡熟状态，则逐渐调低音量，直至无声后关闭所述音乐播放功能，并进入省电模式，保持所述移动设备与所述附属设备的数据通信。
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