WO2018027507A1 - Emotion recognition-based lighting control system - Google Patents

Emotion recognition-based lighting control system Download PDF

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WO2018027507A1
WO2018027507A1 PCT/CN2016/094052 CN2016094052W WO2018027507A1 WO 2018027507 A1 WO2018027507 A1 WO 2018027507A1 CN 2016094052 W CN2016094052 W CN 2016094052W WO 2018027507 A1 WO2018027507 A1 WO 2018027507A1
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emotion recognition
smart
module
control system
lighting control
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PCT/CN2016/094052
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French (fr)
Chinese (zh)
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曹鸿鹏
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曹鸿鹏
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    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05BELECTRIC HEATING; ELECTRIC LIGHT SOURCES NOT OTHERWISE PROVIDED FOR; CIRCUIT ARRANGEMENTS FOR ELECTRIC LIGHT SOURCES, IN GENERAL
    • H05B47/00Circuit arrangements for operating light sources in general, i.e. where the type of light source is not relevant
    • H05B47/10Controlling the light source
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B15/00Systems controlled by a computer
    • G05B15/02Systems controlled by a computer electric
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05BELECTRIC HEATING; ELECTRIC LIGHT SOURCES NOT OTHERWISE PROVIDED FOR; CIRCUIT ARRANGEMENTS FOR ELECTRIC LIGHT SOURCES, IN GENERAL
    • H05B47/00Circuit arrangements for operating light sources in general, i.e. where the type of light source is not relevant
    • H05B47/10Controlling the light source
    • H05B47/17Operational modes, e.g. switching from manual to automatic mode or prohibiting specific operations
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05BELECTRIC HEATING; ELECTRIC LIGHT SOURCES NOT OTHERWISE PROVIDED FOR; CIRCUIT ARRANGEMENTS FOR ELECTRIC LIGHT SOURCES, IN GENERAL
    • H05B47/00Circuit arrangements for operating light sources in general, i.e. where the type of light source is not relevant
    • H05B47/10Controlling the light source
    • H05B47/175Controlling the light source by remote control
    • H05B47/19Controlling the light source by remote control via wireless transmission
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02BCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
    • Y02B20/00Energy efficient lighting technologies, e.g. halogen lamps or gas discharge lamps
    • Y02B20/40Control techniques providing energy savings, e.g. smart controller or presence detection

Abstract

An emotion recognition-based lighting control system comprises: multiple intelligent household appliances (50); multiple intelligent light fixtures (10) installed at preset positions of the intelligent household appliances (50); and an intelligent terminal (30) connected to the multiple intelligent light fixtures (10). The multiple intelligent household appliances (50) and the multiple intelligent light fixtures (10) connect, by means of the intelligent terminal (30), to a local area network (40) in a grouped manner. The intelligent household appliances (50) and the intelligent light fixtures (10) are also connected to a controller (20). The controller (20) is connected to the intelligent terminal (30). The controller (20) comprises: an emotion recognition determination module (23); an audio signal acquisition module (21); a control module (26); and a wireless transceiving module (27). The emotion recognition determination module (23) is electrically connected to the wireless transceiving module (27) by means of the control module (26). In the invention, the multiple intelligent household appliances (50) and the multiple intelligent light fixtures (10) have grouped access to the intelligent terminal (30) by means of the controller (20) and connect to the local area network (40), thereby realizing, by means of emotion recognition, group control of the multiple intelligent household appliances (50) and intelligent light fixtures (10) according to different modes, and significantly improving control efficiency.

Description

一种基于情感识别的灯光控制系统A light control system based on emotion recognition 技术领域Technical field
本发明涉及智能设备技术领域,更具体地说,涉及一种基于情感识别的灯光控制系统。The present invention relates to the field of smart device technology, and more particularly to a light control system based on emotion recognition.
背景技术Background technique
智能灯具是一类能够与手机等主控设备进行数据传输,且能够被主控设备控制的灯具,例如,飞利浦智能照明灯泡(Philips Hue LED)。Hue LED是一种可调节发光颜色的智能灯泡,通过用户的控制,每个灯泡的发光颜色可达1600万色,其还具有多种可定制的发光模式,如阅读模式,在阅读模式下,灯泡的光照颜色和程度可以让人保持清醒。另外,该灯泡允许用户选择特定的发光颜色,甚至用户可以依据电子设备中存储的照片来作为调色板,从而对发光颜色进行选择。在用户的控制下,灯泡的开关时间也可以进行设定。Smart luminaires are a type of luminaire that can transmit data to a master device such as a mobile phone and can be controlled by a master device, such as a Philips Smart Light Bulb (Philips Hue LED). Hue LED is a smart light bulb with adjustable illuminating color. Each user can control the color of the light bulb to 16 million colors. It also has a variety of customizable lighting modes, such as reading mode, in reading mode. The light color and level of the light bulb keeps you awake. In addition, the light bulb allows the user to select a particular illuminating color, and even the user can select a luminescent color based on the photo stored in the electronic device as a color palette. Under the control of the user, the switching time of the lamp can also be set.
同时,灯光产品提供了人们日常生活必须的照明服务,其中灯光导引是日常需求最大部分之一。而现有的灯光产品和操控模式,离不开路径沿线的各种手动灯控操作,极不方便。At the same time, lighting products provide the lighting services necessary for people's daily life, and lighting guidance is one of the biggest parts of daily demand. The existing lighting products and control modes are inseparable from various manual light control operations along the path, which is extremely inconvenient.
另外,目前的智能灯具产品也没有与其他家居设备相融合使用。In addition, the current smart lighting products are not integrated with other home equipment.
发明内容Summary of the invention
本发明要解决的技术问题在于,针对现有技术的上述缺陷,提供一种基于情感识别的灯光控制系统。 The technical problem to be solved by the present invention is to provide a light control system based on emotion recognition for the above-mentioned drawbacks of the prior art.
本发明解决其技术问题所采用的技术方案是:The technical solution adopted by the present invention to solve the technical problem thereof is:
提供一种基于情感识别的灯光控制系统,包括多个智能家用设备,还包括多个安装于所述智能家用设备的预设位置的智能灯具,其中,还包括与多个所述智能灯具连接的智能终端,多个所述智能家用设备和多个所述智能灯具以分组的形式通过所述智能终端连接至一局域网内;所述智能家用设备和所述智能灯具还连接有控制器,所述控制器与所述智能终端连接;Providing a light control system based on emotion recognition, comprising a plurality of smart home devices, further comprising a plurality of smart lights installed at preset positions of the smart home devices, wherein the method further includes connecting to the plurality of smart lamps An intelligent terminal, wherein the plurality of smart home devices and the plurality of smart lights are connected in a group form to a local area network through the smart terminal; the smart home device and the smart light device are further connected with a controller, The controller is connected to the smart terminal;
所述控制器包括:情感识别判断模块、音频信号采集模块、控制模块、无线收发模块;所述音频信号采集模块与所述情感识别判断模块连接,所述情感识别判断模块与所述控制模块连接;所述情感识别判断模块通过所述控制模块与所述无线收发模块电连接;The controller includes: an emotion recognition determination module, an audio signal collection module, a control module, and a wireless transceiver module; the audio signal collection module is connected to the emotion recognition determination module, and the emotion recognition determination module is connected to the control module The emotion recognition judgment module is electrically connected to the wireless transceiver module through the control module;
所述控制模块,用于根据情感识别结果控制各智能灯具执行相应的操作。The control module is configured to control each smart light fixture to perform a corresponding operation according to the emotion recognition result.
本发明所述的基于情感识别的灯光控制系统,其中,所述智能灯具连接有智能插座,所述数字信号开关与所述智能插座通过无线通信方式传送开关控制信号。The emotion recognition-based lighting control system of the present invention, wherein the smart light fixture is connected with a smart socket, and the digital signal switch and the smart socket transmit a switch control signal by wireless communication.
本发明所述的基于情感识别的灯光控制系统,其中,多个所述智能灯具分为至少两组,分别为阅读模式灯组和夜间模式灯组。The emotion recognition-based lighting control system of the present invention, wherein the plurality of smart lamps are divided into at least two groups, which are a reading mode light group and a night mode light group.
本发明所述的基于情感识别的灯光控制系统,其中,所述智能终端中存储有多个所述智能灯具的分布方式及亮度控制参数。The emotion recognition-based lighting control system of the present invention, wherein the intelligent terminal stores a plurality of distribution manners and brightness control parameters of the smart lamps.
本发明所述的基于情感识别的灯光控制系统,其中,所述情感识别判断模块包括:The emotion recognition-based lighting control system of the present invention, wherein the emotion recognition determination module comprises:
第一情感识别单元,用于对所述语音信息进行语音音调情感识别,生成第一情感识别结果;a first emotion recognition unit, configured to perform voice tone emotion recognition on the voice information, and generate a first emotion recognition result;
第二情感识别单元,用于将所述语音信息转换为文字信息后,对所述文 字信息进行语义情感识别生成第二情感识别结果;a second emotion recognition unit, configured to convert the voice information into text information, and then The word information performs semantic emotion recognition to generate a second emotion recognition result;
情感识别结果输出单元,用于基于所述第一情感识别结果和第二情感识别结果,根据预定的情感识别结果判断方法生成用户情感识别结果。The emotion recognition result output unit is configured to generate a user emotion recognition result according to the predetermined emotion recognition result determination method based on the first emotion recognition result and the second emotion recognition result.
本发明所述的基于情感识别的灯光控制系统,其中,所述智能终端为灯光控制遥控器。The emotion recognition-based lighting control system of the present invention, wherein the smart terminal is a light control remote controller.
本发明所述的基于情感识别的灯光控制系统,其中,所述智能终端通过zigbee网络协议接入所述局域网中。The emotion recognition-based lighting control system of the present invention, wherein the intelligent terminal accesses the local area network through a zigbee network protocol.
本发明所述的基于情感识别的灯光控制系统,其中,所述智能家用设备包括设有感应芯片的家用电器、床、书桌、窗帘。The emotion recognition-based lighting control system of the present invention, wherein the smart household device comprises a household appliance, a bed, a desk, and a curtain provided with an induction chip.
本发明的有益效果在于:通过将多个智能家用设备、智能灯具以分组的方式通过控制器接入智能终端,并连入局域网中,实现对多个智能家用设备、智能灯具按不同模式分组控制,大大提高了控制效率。The invention has the beneficial effects that: by connecting a plurality of smart household devices and smart lamps into the intelligent terminal through the controller in a grouping manner, and connecting into the local area network, grouping and controlling multiple smart household devices and smart lamps according to different modes , greatly improving the control efficiency.
附图说明DRAWINGS
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将结合附图及实施例对本发明作进一步说明,下面描述中的附图仅仅是本发明的部分实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他附图:In order to more clearly illustrate the embodiments of the present invention or the prior art, the present invention will be further described in conjunction with the accompanying drawings and embodiments. For ordinary technicians, other drawings can be obtained based on these drawings without any creative work:
图1是本发明较佳实施例的基于情感识别的灯光控制系统原理框图;1 is a block diagram showing the principle of a light control system based on emotion recognition according to a preferred embodiment of the present invention;
图2是本发明较佳实施例的控制器原理框图。2 is a block diagram of a controller in accordance with a preferred embodiment of the present invention.
具体实施方式detailed description
为了使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发 明实施例中的技术方案进行清楚、完整的描述,显然,所描述的实施例是本发明的部分实施例,而不是全部实施例。基于本发明的实施例,本领域普通技术人员在没有付出创造性劳动的前提下所获得的所有其他实施例,都属于本发明的保护范围。In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the following will be combined with the present invention. The technical solutions in the embodiments are clearly and completely described. It is obvious that the described embodiments are part of the embodiments of the present invention, and not all of them. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments of the present invention without any inventive effort are within the scope of the present invention.
本发明较佳实施例的基于情感识别的灯光控制系统原理框图如图1和图2所示,包括多个智能家用设备50,还包括多个安装于所述智能家用设备50的预设位置的智能灯具10;还包括与多个智能灯具10连接的智能终端30,多个智能家用设备50和多个智能灯具10以分组的形式通过智能终端30连接至一局域网40内;智能家用设备50和智能灯具10还连接有控制器20,控制器20与智能终端30连接;控制器包括:情感识别判断模块23、音频信号采集模块21、控制模块26、无线收发模块27;音频信号采集模块21与情感识别判断模块23连接;情感识别判断模块23通过控制模块26与无线收发模块27电连接;控制模块26,用于根据情感识别结果控制各智能灯具执行相应的操作。通过将多个智能家用设备50、智能灯具10以分组的方式通过控制器20接入智能终端30,并连入局域网40中,实现对多个智能家用设备50、智能灯具10按不同模式分组控制,大大提高了控制效率。同时通过采用情感识别和手势识别模式相结合的识别方式进行智能家居控制,给用户提供了多种选择,使得智能家居的使用更加人性化。A schematic block diagram of a sentiment recognition-based lighting control system according to a preferred embodiment of the present invention, as shown in FIGS. 1 and 2, includes a plurality of smart home devices 50, and further includes a plurality of preset positions installed in the smart home device 50. The smart light fixture 10; further includes a smart terminal 30 connected to the plurality of smart light fixtures 10, wherein the plurality of smart home appliances 50 and the plurality of smart light fixtures 10 are connected in a group form to the local area network 40 through the smart terminal 30; the smart household equipment 50 and The smart light fixture 10 is also connected to the controller 20, and the controller 20 is connected to the smart terminal 30. The controller comprises: an emotion recognition judgment module 23, an audio signal acquisition module 21, a control module 26, a wireless transceiver module 27, and an audio signal acquisition module 21 and The emotion recognition judging module 23 is connected; the emotion recognition judging module 23 is electrically connected to the wireless transceiver module 27 through the control module 26; and the control module 26 is configured to control each smart luminaire to perform a corresponding operation according to the emotion recognition result. By connecting the plurality of smart home devices 50 and the smart luminaires 10 to the smart terminal 30 through the controller 20 in a grouping manner, and connecting to the local area network 40, grouping and controlling the plurality of smart household devices 50 and the smart luminaires 10 according to different modes is realized. , greatly improving the control efficiency. At the same time, through the use of the combination of emotion recognition and gesture recognition mode for smart home control, the user is provided with a variety of options, making the use of smart home more humane.
优选地,上述基于情感识别的灯光控制系统中,智能灯具连接有智能插座,数字信号开关与智能插座通过无线通信方式传送开关控制信号。Preferably, in the above-mentioned emotion recognition-based lighting control system, the smart light fixture is connected with a smart socket, and the digital signal switch and the smart socket transmit the switch control signal by wireless communication.
上述基于情感识别的灯光控制系统中,多个智能灯具分为至少两组,分别为阅读模式灯组和夜间模式灯组。在不同分组模式中,智能灯具的亮暗程度均不相同,可以在智能终端中预先进行设置,设置完成后,智能终端会记忆设置 好的状态,方便进行控制。In the above-mentioned emotion recognition-based lighting control system, a plurality of smart lamps are divided into at least two groups, which are a reading mode light group and a night mode light group. In different grouping modes, the brightness of the smart lamps is different, and can be set in advance in the smart terminal. After the setting is completed, the smart terminal will remember the settings. Good state, easy to control.
上述基于情感识别的灯光控制系统中,智能终端优选为手机,可以通过设置于手机中的APP对智能灯具进行控制。In the above-mentioned emotion recognition-based lighting control system, the smart terminal is preferably a mobile phone, and the smart light fixture can be controlled by an APP installed in the mobile phone.
上述手势及情感识别家居控制系统中,情感识别包括褒义情感识别和贬义情感识别。例如,选定若干个褒义种子词和若干个贬义种子词生成情感词典;分别计算文字信息中的词语与情感词典中的褒义种子词和贬义种子词的词语相似度;根据词语相似度,通过预设的语义情感分析方法生成所述第二情感识别结果。具体地,可根据语义相似度计算方法分别计算所述文字信息中的词语与所述褒义种子词的词语相似度以及所述文字信息中的词语与所述贬义种子词的词语相似度。In the above gesture and emotion recognition home control system, emotion recognition includes derogatory emotion recognition and derogatory emotion recognition. For example, a number of derogatory seed words and a number of derogatory seed words are selected to generate an sentiment dictionary; the word similarity between the words in the text information and the derogatory seed words and the derogatory seed words in the sentiment dictionary are respectively calculated; The semantic sentiment analysis method is set to generate the second emotion recognition result. Specifically, the word similarity between the word in the text information and the ambiguous seed word and the word similarity between the word in the text information and the swearing seed word may be respectively calculated according to a semantic similarity calculation method.
上述实施例中,根据词语相似度,通过预设的语义情感分析方法生成所述第二情感识别结果的步骤具体方法为:通过词语情感倾向算式计算词语情感倾向值:当词语情感倾向值大于预定的阈值时,判断文字信息中的词语为褒义情感;当词语情感倾向值小于预定的阈值时,判断文字信息中的词语为贬义情感。In the above embodiment, according to the word similarity, the step of generating the second emotion recognition result by using the preset semantic sentiment analysis method is: calculating the word sentiment tendency value by using the word sentiment tendency formula: when the word sentiment tendency value is greater than the predetermined When the threshold value is determined, the words in the text information are judged as derogatory emotions; when the word sentiment tendency value is less than a predetermined threshold, the words in the text information are judged as derogatory emotions.
上述基于情感识别的灯光控制系统中,优选地,微型灯具控制电路模块与智能终端无线连接。In the above-described emotion recognition-based lighting control system, preferably, the miniature luminaire control circuit module is wirelessly connected to the smart terminal.
上述基于情感识别的灯光控制系统中,智能终端中存储有多个智能灯具的分布方式及亮度控制参数。In the above-mentioned emotion recognition-based lighting control system, the smart terminal stores a distribution pattern and brightness control parameters of the plurality of smart lamps.
上述基于情感识别的灯光控制系统中,智能终端中设置有无线发射模块。In the above-described emotion recognition-based lighting control system, a wireless transmission module is disposed in the intelligent terminal.
上述基于情感识别的灯光控制系统中,智能终端为灯光控制遥控器。In the above-mentioned emotion recognition-based lighting control system, the smart terminal is a light control remote controller.
上述基于情感识别的灯光控制系统中,所述智能家用设备包括设有感应芯片的家用电器、床、书桌、窗帘。In the above-described emotion recognition-based lighting control system, the smart household device includes a household appliance, a bed, a desk, and a curtain provided with an induction chip.
上述基于情感识别的灯光控制系统中,智能终端通过zigbee网络协议接 入局域网中。In the above-mentioned emotion recognition-based lighting control system, the intelligent terminal is connected through the zigbee network protocol. Into the LAN.
应当理解的是,对本领域普通技术人员来说,可以根据上述说明加以改进或变换,而所有这些改进和变换都应属于本发明所附权利要求的保护范围。 It is to be understood that those skilled in the art will be able to make modifications and changes in accordance with the above description, and all such modifications and variations are intended to be included within the scope of the appended claims.

Claims (8)

  1. 一种基于情感识别的灯光控制系统,包括多个智能家用设备,还包括多个安装于所述智能家用设备的预设位置的智能灯具,其特征在于,还包括与多个所述智能灯具连接的智能终端,多个所述智能家用设备和多个所述智能灯具以分组的形式通过所述智能终端连接至一局域网内;所述智能家用设备和所述智能灯具还连接有控制器,所述控制器与所述智能终端连接;A lighting control system based on emotion recognition, comprising a plurality of smart household devices, further comprising a plurality of smart lamps installed in preset positions of the smart home devices, characterized in that the method further comprises connecting with the plurality of smart lamps Smart terminal, a plurality of the smart home devices and a plurality of the smart lights are connected in a group form to a local area network through the smart terminal; the smart home device and the smart light device are further connected with a controller, The controller is connected to the smart terminal;
    所述控制器包括:情感识别判断模块、音频信号采集模块、控制模块、无线收发模块;所述音频信号采集模块与所述情感识别判断模块连接,所述情感识别判断模块与所述控制模块连接;所述情感识别判断模块通过所述控制模块与所述无线收发模块电连接;The controller includes: an emotion recognition determination module, an audio signal collection module, a control module, and a wireless transceiver module; the audio signal collection module is connected to the emotion recognition determination module, and the emotion recognition determination module is connected to the control module The emotion recognition judgment module is electrically connected to the wireless transceiver module through the control module;
    所述控制模块,用于根据情感识别结果控制各智能灯具执行相应的操作。The control module is configured to control each smart light fixture to perform a corresponding operation according to the emotion recognition result.
  2. 根据权利要求1所述的基于情感识别的灯光控制系统,其特征在于,所述智能灯具连接有智能插座,所述数字信号开关与所述智能插座通过无线通信方式传送开关控制信号。The emotion recognition-based lighting control system according to claim 1, wherein the smart light fixture is connected with a smart socket, and the digital signal switch and the smart socket transmit a switch control signal by wireless communication.
  3. 根据权利要求1所述的基于情感识别的灯光控制系统,其特征在于,多个所述智能灯具分为至少两组,分别为阅读模式灯组和夜间模式灯组。The emotion recognition-based lighting control system according to claim 1, wherein the plurality of smart lamps are divided into at least two groups, which are a reading mode light group and a night mode light group.
  4. 根据权利要求1所述的基于情感识别的灯光控制系统,其特征在于,所述智能终端中存储有多个所述智能灯具的分布方式及亮度控制参数。The emotion recognition-based lighting control system according to claim 1, wherein the smart terminal stores a plurality of distribution manners of the smart lamps and brightness control parameters.
  5. 根据权利要求1所述的基于情感识别的灯光控制系统,其特征在于,所述情感识别判断模块包括:The emotion recognition-based lighting control system according to claim 1, wherein the emotion recognition determination module comprises:
    第一情感识别单元,用于对所述语音信息进行语音音调情感识别,生成第一情感识别结果; a first emotion recognition unit, configured to perform voice tone emotion recognition on the voice information, and generate a first emotion recognition result;
    第二情感识别单元,用于将所述语音信息转换为文字信息后,对所述文字信息进行语义情感识别生成第二情感识别结果;a second emotion recognition unit, configured to convert the voice information into text information, and perform semantic emotion recognition on the text information to generate a second emotion recognition result;
    情感识别结果输出单元,用于基于所述第一情感识别结果和第二情感识别结果,根据预定的情感识别结果判断方法生成用户情感识别结果。The emotion recognition result output unit is configured to generate a user emotion recognition result according to the predetermined emotion recognition result determination method based on the first emotion recognition result and the second emotion recognition result.
  6. 根据权利要求1所述的基于情感识别的灯光控制系统,其特征在于,所述智能终端为灯光控制遥控器。The emotion recognition-based lighting control system according to claim 1, wherein the smart terminal is a light control remote controller.
  7. 根据权利要求1所述的基于情感识别的灯光控制系统,其特征在于,所述智能终端通过zigbee网络协议接入所述局域网中。The emotion recognition-based lighting control system according to claim 1, wherein the intelligent terminal accesses the local area network through a zigbee network protocol.
  8. 根据权利要求1所述的基于情感识别的灯光控制系统,其特征在于,所述智能家用设备包括设有感应芯片的家用电器、床、书桌、窗帘。 The emotion recognition-based lighting control system according to claim 1, wherein the smart household device comprises a household appliance provided with an induction chip, a bed, a desk, and a curtain.
PCT/CN2016/094052 2016-08-09 2016-08-09 Emotion recognition-based lighting control system WO2018027507A1 (en)

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