CN117092934A

CN117092934A - Multi-mode sensing fusion intelligent switch control method and device

Info

Publication number: CN117092934A
Application number: CN202311013588.XA
Authority: CN
Inventors: 陈小平; 孙欢
Original assignee: Foshan Viomi Electrical Technology Co Ltd
Current assignee: Foshan Viomi Electrical Technology Co Ltd
Priority date: 2023-08-11
Filing date: 2023-08-11
Publication date: 2023-11-21

Abstract

The invention discloses a multimode sensing fusion intelligent switch control method and device, comprising the following steps: obtaining perception original information in the current environment; generating a real-time perception state corresponding to the current environment according to the perception original information; extracting perception characteristic information in perception original information, and determining at least one device to be controlled in the current environment according to the perception characteristic information; for each device to be controlled, determining the device operation parameters of the device to be controlled according to the sensing characteristic information and the real-time sensing state; and generating the switch control parameters of the target intelligent switch according to the equipment operation parameters of all the equipment to be controlled and the equipment parameter configuration information determined in advance, and controlling the target intelligent switch to execute the control operation matched with the switch control parameters. Therefore, the intelligent switch control method and the intelligent switch control device can improve the intelligence of the intelligent switch control, are beneficial to improving the accuracy and the reliability of the intelligent switch control, and are beneficial to improving the convenience and the comfort of a user in using the intelligent switch.

Description

Multi-mode sensing fusion intelligent switch control method and device

Technical Field

The invention relates to the technical field of intelligent control, in particular to a multimode perception fusion intelligent switch control method and device.

Background

With the advent of the internet era and the rapid development of scientific technology, more and more intelligent devices and products (such as intelligent home devices) are walking into thousands of households, and the intelligent devices provide a brand new life style with high safety, convenience and quickness for people through technologies such as networks and communication. Under the application scene of the intelligent equipment, a user can control the intelligent equipment in a remote control (such as remote control) mode and the like, so that the convenience of the user in controlling the intelligent equipment is improved. However, at present, the control mode still needs to rely on manual control of a user, the intelligent equipment cannot realize full-automatic intelligent regulation and control, and if the condition that the user forgets to turn off the air conditioner when going out, not only is electric resource wasted, but also a plurality of inconveniences are brought to the life of the user. Therefore, it is important to provide a new control method of the intelligent switch to improve the control intelligence and accuracy, so as to improve the convenience and comfort of user use.

Disclosure of Invention

The technical problem to be solved by the invention is to provide the intelligent switch control method and the device for multi-mode sensing fusion, which can be beneficial to improving the intelligence of intelligent switch control, and can be beneficial to improving the accuracy and reliability of intelligent switch control, and further is beneficial to improving the convenience and comfort of a user in using the intelligent switch.

In order to solve the technical problems, the first aspect of the invention discloses a multimode-sensing-fusion intelligent switch control method, which comprises the following steps:

obtaining perception original information in the current environment;

generating a real-time perception state corresponding to the current environment according to the perception original information;

extracting perception characteristic information in the perception original information, and determining at least one device to be controlled in the current environment according to the perception characteristic information;

for each device to be controlled, determining the device operation parameters of the device to be controlled according to the perception characteristic information and the real-time perception state;

and generating a switch control parameter of a target intelligent switch according to all the equipment operation parameters of the equipment to be controlled and the equipment parameter configuration information determined in advance, and controlling the target intelligent switch to execute control operation matched with the switch control parameter so as to enable each equipment to be controlled to execute control operation matched with the equipment operation parameters of the equipment to be controlled.

As an optional implementation manner, in the first aspect of the present invention, after the obtaining the perceived original information in the current environment, the method further includes:

Judging whether at least one user exists in the current environment according to the perceived original information;

when at least one user exists in the current environment, acquiring real-time behavior information of each user and user attribute information of each user, and determining at least one target user from all the users according to the user attribute information of all the users;

generating user behavior information in the current environment according to the real-time behavior information of each target user;

wherein the generating, according to the perceived original information, a real-time perceived state corresponding to the current environment includes:

and generating a real-time perception state corresponding to the current environment according to the perception original information and the user behavior information.

As an optional implementation manner, in the first aspect of the present invention, before determining, for each device to be controlled, a device operation parameter of the device to be controlled according to the sensing characteristic information and the real-time sensing state, the method further includes:

collecting current environment information of the current environment, and determining a current environment state according to the current environment information;

Analyzing a difference parameter between the current environmental state and the real-time perception state;

judging whether the difference parameters meet preset environmental difference conditions or not;

when the difference parameters are judged to meet the preset environmental difference conditions, triggering and executing the operation of determining the equipment operation parameters of each equipment to be controlled according to the sensing characteristic information and the real-time sensing state;

when the difference parameter does not meet the preset environmental difference condition, analyzing a difference reason that the difference parameter does not meet the preset environmental difference condition, generating a perception state adjustment parameter according to the difference reason and the current environmental information, updating the real-time perception state according to the perception state adjustment parameter, triggering and executing the operation of determining the equipment operation parameters of each equipment to be controlled according to the perception characteristic information and the real-time perception state.

As an optional implementation manner, in the first aspect of the present invention, the switch control parameter includes a device control parameter of each of the devices to be controlled;

And after generating the switch control parameters of the target intelligent switch according to the equipment operation parameters of all the equipment to be controlled, the method further comprises the following steps:

acquiring display panel parameters of the target intelligent switch, and determining environment display parameters of the display panel according to the display panel parameters and the current environment information;

determining a display sequence of each equipment control parameter according to the switch control parameters and the current environment information, and generating equipment display parameters of the display panel based on the display sequence and each equipment control parameter;

and generating panel display parameters of the display panel based on the environment display parameters and the equipment display parameters, so that the display panel executes display operation matched with the panel display parameters.

In an optional implementation manner, in the first aspect of the present invention, before generating the switch control parameters of the target intelligent switch according to the device operation parameters of all the devices to be controlled and the predetermined device parameter configuration information, the method further includes:

acquiring equipment attribute information of each piece of equipment to be controlled;

According to the equipment attribute information of each piece of equipment to be controlled, performing classification operation on each piece of equipment to be controlled to obtain at least one equipment category; wherein the device class includes an online control device class or a local control device class;

for each equipment category, generating equipment category configuration information of the equipment category for equipment attribute information of each equipment to be controlled, which is included in the equipment category;

determining device parameter configuration information based on the device class configuration information of all the device classes; the device parameter configuration information comprises parameter configuration information of each device to be controlled.

In an optional implementation manner, in a first aspect of the present invention, the generating, according to the perceived original information and the user behavior information, a real-time perceived state corresponding to the current environment includes:

according to the perception original information, performing classification operation on each perception original information to obtain information category of each perception original information, and determining category weight information of each information category;

for each information category, generating a category perception result of the information category according to all the perception original information included in the information category;

Generating an environment sensing result of the current environment according to the category sensing results of all the information categories and the category weight information of each information category;

and generating a real-time sensing state corresponding to the current environment according to the environment sensing result and the user behavior information.

In a first aspect of the present invention, the determining, for each device to be controlled, the device operation parameter of the device to be controlled according to the sensing characteristic information and the real-time sensing state includes:

determining environment regulation and control demand information of the current environment according to the perception characteristic information and the real-time perception state;

acquiring current equipment operation parameters of each equipment to be controlled, predicting equipment operation prediction information of each equipment to be controlled according to the current equipment operation parameters, and generating environment operation prediction information of the current environment according to all the equipment operation prediction information to be controlled;

judging whether the environment operation prediction information is matched with the environment regulation and control demand information or not;

and when the environment operation prediction information is not matched with the environment regulation demand information, determining the equipment operation parameters of each equipment to be controlled according to the current equipment operation parameters and the environment regulation demand information.

The second aspect of the invention discloses a multimode-sensing-fusion intelligent switch control device, which comprises:

the acquisition module is used for acquiring the perception original information in the current environment;

the generation module is used for generating a real-time perception state corresponding to the current environment according to the perception original information;

the extraction module is used for extracting the perception characteristic information in the perception original information;

the determining module is used for determining at least one device to be controlled in the current environment according to the perception characteristic information;

the determining module is further configured to determine, for each device to be controlled, a device operation parameter of the device to be controlled according to the sensing characteristic information and the real-time sensing state;

the generating module is further used for generating switch control parameters of the target intelligent switch according to the equipment operation parameters of all the equipment to be controlled and the equipment parameter configuration information determined in advance;

and the control module is used for controlling the target intelligent switch to execute the control operation matched with the switch control parameter so as to enable each device to be controlled to execute the control operation matched with the device operation parameter of the device to be controlled.

As an alternative embodiment, in the second aspect of the present invention, the apparatus further includes:

the judging module is used for judging whether at least one user exists in the current environment according to the perceived original information after the perceived original information in the current environment is acquired by the acquiring module;

the acquisition module is used for acquiring real-time behavior information of each user and user attribute information of each user when the judgment module judges that at least one user exists in the current environment;

the determining module is further configured to determine at least one target user from all the users according to user attribute information of all the users;

the generating module is further used for generating user behavior information in the current environment according to the real-time behavior information of each target user;

the specific mode of generating the real-time perception state corresponding to the current environment by the generation module according to the perception original information comprises the following steps:

In a second aspect of the present invention, the collecting module is further configured to collect current environmental information of the current environment before the determining module determines, for each device to be controlled, a device operation parameter of the device to be controlled according to the sensing characteristic information and the real-time sensing state, and determine a current environmental state according to the current environmental information;

The apparatus further comprises:

the analysis module is used for analyzing the difference parameters between the current environment state and the real-time perception state;

the judging module is further used for judging whether the difference parameter meets a preset environmental difference condition; when the difference parameters are judged to meet the preset environmental difference conditions, triggering the determining module to execute the operation of determining the equipment operation parameters of each equipment to be controlled according to the perception characteristic information and the real-time perception state;

the analysis module is further configured to analyze a difference reason that the difference parameter does not meet the preset environmental difference condition when the judgment module judges that the difference parameter does not meet the preset environmental difference condition;

the generation module is further used for generating a perception state adjustment parameter according to the difference reason and the current environment information;

and the updating module is used for updating the real-time perception state according to the perception state adjustment parameters and triggering the determining module to execute the operation of determining the equipment operation parameters of the equipment to be controlled according to the perception characteristic information and the real-time perception state for each equipment to be controlled.

As an alternative embodiment, in a second aspect of the present invention, the switch control parameters include a device control parameter of each of the devices to be controlled;

the acquisition module is further used for acquiring the display panel parameters of the target intelligent switch after the generation module generates the switch control parameters of the target intelligent switch according to the equipment operation parameters of all the equipment to be controlled;

the determining module is further configured to determine an environmental display parameter of the display panel according to the display panel parameter and the current environmental information;

the determining module is further configured to determine a display sequence of each device control parameter according to the switch control parameter and the current environmental information;

the generating module is further configured to generate device display parameters of the display panel based on the display sequence and each device control parameter;

the generating module is further configured to generate panel display parameters of the display panel based on the environmental display parameters and the device display parameters, so that the display panel performs a display operation matched with the panel display parameters.

In a second aspect of the present invention, the obtaining module is further configured to obtain device attribute information of each device to be controlled before the generating module generates the switch control parameters of the target intelligent switch according to the device operation parameters of all the devices to be controlled and the predetermined device parameter configuration information;

the apparatus further comprises:

the classification module is used for executing classification operation on each device to be controlled according to the device attribute information of each device to be controlled to obtain at least one device class; wherein the device class includes an online control device class or a local control device class;

the generating module is further configured to generate, for each device class, device class configuration information of the device class for device attribute information of each device to be controlled included in the device class;

the determining module is further configured to determine device parameter configuration information based on device class configuration information of all the device classes; the device parameter configuration information comprises parameter configuration information of each device to be controlled.

In a second aspect of the present invention, as an optional implementation manner, the generating module generates the real-time perceived status corresponding to the current environment according to the perceived original information and the user behavior information, where the specific manner includes:

In a second aspect of the present invention, the determining module determines, for each device to be controlled, a specific manner of the device operation parameter of the device to be controlled according to the sensing characteristic information and the real-time sensing state, where the specific manner includes:

The third aspect of the invention discloses another intelligent switch control device with multimode sensing fusion, which comprises:

a memory storing executable program code;

a processor coupled to the memory;

the processor invokes the executable program code stored in the memory to execute the intelligent switch control method for multimode sensing fusion disclosed in the first aspect of the invention.

A fourth aspect of the present invention discloses a computer storage medium storing computer instructions that, when invoked, are used to perform the multimode-aware fusion intelligent switch control method disclosed in the first aspect of the present invention.

Compared with the prior art, the embodiment of the invention has the following beneficial effects:

in the embodiment of the invention, the perception original information under the current environment is obtained; generating a real-time perception state corresponding to the current environment according to the perception original information; extracting perception characteristic information in perception original information, and determining at least one device to be controlled in the current environment according to the perception characteristic information; for each device to be controlled, determining the device operation parameters of the device to be controlled according to the sensing characteristic information and the real-time sensing state; and generating the switch control parameters of the target intelligent switch according to the equipment operation parameters of all the equipment to be controlled and the equipment parameter configuration information determined in advance, and controlling the target intelligent switch to execute the control operation matched with the switch control parameters. Therefore, the intelligent switch control method and the intelligent switch control device can improve the intelligence of the intelligent switch control, are beneficial to improving the accuracy and the reliability of the intelligent switch control, and are beneficial to improving the convenience and the comfort of a user in using the intelligent switch.

Drawings

In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.

Fig. 1 is a schematic diagram of a multi-mode sensing fusion intelligent switch control scene disclosed in an embodiment of the invention;

FIG. 2 is a schematic flow chart of a multimode sensing fusion intelligent switch control method disclosed by the embodiment of the invention;

FIG. 3 is a schematic flow chart of another intelligent switch control method with multimode sensing fusion disclosed in the embodiment of the invention;

FIG. 4 is a schematic structural diagram of a multimode-sensing fused intelligent switch control device according to an embodiment of the present invention;

FIG. 5 is a schematic diagram of another multimode-aware fused intelligent switch control device according to an embodiment of the invention;

FIG. 6 is a schematic diagram of a configuration of a smart switch control device with multi-mode sensing fusion according to an embodiment of the present invention;

fig. 7 is a schematic structural diagram of an intelligent switch control system according to an embodiment of the present invention.

Detailed Description

In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.

The terms first, second and the like in the description and in the claims and in the above-described figures are used for distinguishing between different objects and not necessarily for describing a sequential or chronological order. Furthermore, the terms "comprise" and "have," as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, apparatus, article, or article that comprises a list of steps or elements is not limited to only those listed but may optionally include other steps or elements not listed or inherent to such process, method, article, or article.

Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment may be included in at least one embodiment of the invention. The appearances of such phrases in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. Those of skill in the art will explicitly and implicitly appreciate that the embodiments described herein may be combined with other embodiments.

The invention discloses a multimode sensing fusion intelligent switch control method and device, which can improve the intelligent control of an intelligent switch, and are beneficial to improving the accuracy and reliability of the intelligent switch control, thereby being beneficial to improving the convenience and comfort of a user in using the intelligent switch. The following will describe in detail.

In order to better understand the method and the device for controlling the intelligent switch with the multi-mode sensing fusion, disclosed by the invention, firstly, a description is given to an intelligent switch control scene with the multi-mode sensing fusion, and a specific intelligent switch control scene with the multi-mode sensing fusion can be shown in fig. 1, and fig. 1 is a schematic diagram of a scene of the intelligent switch control scene with the multi-mode sensing fusion, disclosed by the embodiment of the invention. As shown in fig. 1, the multi-mode sensing fusion intelligent switch control scenario may include an air conditioning device, a small light, a lamp, and an intelligent switch, wherein the intelligent switch integrates control functions of the air conditioning device and the lamp. Optionally, the intelligent switch control scene with multi-mode sensing fusion can be a family scene, or can be various scenes such as a market scene, a company scene and the like, and the embodiment of the invention is not limited. It should be noted that, the intelligent switch control method in the intelligent switch control scene of the multimode sensing fusion is to obtain the sensing original information in the current environment; generating a real-time perception state corresponding to the current environment according to the perception original information; extracting perception characteristic information in perception original information, and determining at least one device to be controlled in the current environment according to the perception characteristic information; for each device to be controlled, determining the device operation parameters of the device to be controlled according to the sensing characteristic information and the real-time sensing state; according to the equipment operation parameters of all the equipment to be controlled and the equipment parameter configuration information which is determined in advance, the switch control parameters of the target intelligent switch are generated, and the target intelligent switch is controlled to execute the control operation matched with the switch control parameters, so that the intelligent control of the intelligent switch can be improved, the accuracy and the reliability of the intelligent switch control can be improved, and the convenience and the comfort of a user in using the intelligent switch can be improved.

Optionally, if the user exists in the current environment, acquiring real-time behavior information and user attribute information of each user, determining a target user from all users, generating user behavior information in the current environment according to the real-time behavior information of the target user, and generating a real-time perception state of the current environment according to the perception original information and the user behavior information; the real-time sensing state of the current environment can be comprehensively generated by combining the real-time behavior information of the user and the user attribute information, the matching degree between the generated real-time sensing state and the real-time state of the user can be improved, and the accuracy and the reliability of generating the real-time sensing state can be improved.

Further optionally, the difference parameters between the current environmental state and the real-time sensing state can be analyzed, whether the preset environmental difference condition is met or not is judged, if the preset environmental difference condition is not met, the sensing state adjustment parameters are generated, so that the real-time sensing state is adjusted, the equipment operation parameters of the equipment to be controlled are determined after the environmental difference condition is met, the accuracy and the reliability of determining the equipment operation parameters of each piece of equipment to be controlled can be improved, the accuracy and the reliability of generating the switch control parameters of the target intelligent switch can be improved, and convenience and intelligence of controlling each piece of equipment to be controlled through the target intelligent switch are further improved.

Further optionally, the environment display parameters of the display panel are determined based on the display panel parameters of the target intelligent switch and the current environment information, the device display parameters of the display panel are generated according to the display sequence of each device control parameter, and the panel display parameters of the display panel are generated based on the environment display parameters and the device display parameters, so that the display panel performs matched display operation, the display parameters of the display panel can be intelligently generated, the control parameters corresponding to each device to be controlled are displayed on the display panel, convenience of a user in checking the controlled condition of each device can be improved, the display parameters of the display panel can be generated by combining the current environment information, the intelligence of generating the display parameters can be improved, and comfort of the user in checking the controlled condition of each device can be improved.

For example, as shown in fig. 1, it is shown that the user in the current environment is small, the air conditioning device and the lamp are devices to be controlled in the current environment, and the intelligent switch is integrated with a control function for controlling the air conditioning device and the lamp; the method comprises the steps of obtaining perception original information under a current environment, wherein the perception original information comprises current temperature information, bright behavior information, current brightness information and current humidity information in a room, generating a real-time perception state corresponding to the current environment according to the perception original information, extracting perception characteristic information in the perception original information, wherein the perception characteristic information comprises the current brightness information, the current temperature information and the bright behavior information, determining at least one device to be controlled in the environment, wherein the device to be controlled can be an air-conditioning device and a lamp, determining device operation parameters of the device to be controlled, wherein the device operation parameters of the air-conditioning device can be that the device to be controlled is operated for 2 hours at 24 ℃ and then for 2 hours at 26 ℃, closing the device operation parameters of the lamp can be that the device to be controlled is 10 minutes, and transmitting the device operation parameters of each device to be controlled to an intelligent switch so that the intelligent switch can control each device to be controlled; further, the display parameters of the display panel in the intelligent switch can be determined based on the device operation parameters of each device to be controlled and the current environment information, so as to display the device operation parameters of each device to be controlled, for example, if the light in the room is on, the display parameters of the display panel in the intelligent switch are white in background color and the fonts of the displayed switch control parameters are black; if the light in the room is turned off, the display parameters of the display panel in the intelligent switch are black in background color, and the fonts of the display control parameters of the switch are white, so that convenience and comfort of a user for checking the operation parameters of the devices are improved.

It should be noted that, the scene architecture shown in fig. 1 is only for representing a scene used by the intelligent switch control method of multi-mode sensing fusion, the related min, bed, air conditioning equipment, lamp, intelligent switch are also only schematically shown, and specific structure/size/shape/location/installation mode and the like can be adaptively adjusted according to actual scenes, which is not limited by the scene architecture shown in fig. 1.

The above describes the scene used by the intelligent switch control method of the multi-mode sensing fusion, and the following describes the intelligent switch control method and device of the multi-mode sensing fusion in detail.

Example 1

Referring to fig. 2, fig. 2 is a flow chart of a multi-mode sensing fusion intelligent switch control method according to an embodiment of the invention. The method for controlling the intelligent switch with the multi-mode sensing fusion described in fig. 2 can be applied to intelligent switch equipment, an intelligent switch control device with the multi-mode sensing fusion, and a local server or a cloud server with the intelligent switch control with the multi-mode sensing fusion. As shown in fig. 2, the multimode-aware fused intelligent switch control method may include the following operations:

101. And obtaining the perception original information in the current environment.

In the embodiment of the invention, optionally, the original sensing information in the current environment can be obtained through a sensing module preset in the intelligent switch, and the original sensing information can be sensed by combining an electromagnetic wave sensing technology with the sensing module, specifically as follows: transmitting wireless signals of specific electromagnetic waves through one or more transmitting antennas of the sensing module, wherein the wireless signals encounter objects in space to reflect, receiving antennas in the sensing module receive the reflected waves, and calculating the reflected waves through known transmitting signals and detected reflected signals to obtain space information in the current environment; the specific electromagnetic wave may be a frequency modulation continuous wave signal, or the specific electromagnetic wave may be other signals, and the embodiment of the invention is not particularly limited; the spatial information in the current environment includes one or more of distance information, azimuth information, and speed information.

In the embodiment of the invention, further optionally, the sensing module senses the existence of the target in the current environment according to a preset configuration mode and outputs a sensing result; further, the sensing configuration mode of the sensing module comprises default configuration or cloud configuration, wherein the default configuration comprises a mode of writing configuration information into a memory of the sensing module in advance and controlling the working mode of the sensing module; the cloud configuration is to send the sensing scheme parameters required by the user-defined scene to the sensing module through the wireless connection of the cloud or the background and the sensing module, and control the working mode of the sensing module. Further, the basic configuration parameters of the sensing module include sensing configuration parameters such as an operating frequency point, an operating bandwidth, a waveform parameter, a transmission frame format, a data output format, an OTA format, a data processing parameter, and the like, and the embodiment of the invention is not particularly limited; further, the basic configuration parameters of the sensing module further include configuration parameters which can be controlled by a user, for example, one or more of the height, the orientation, the detection distance, the detection target number, the detection moving target mode parameters, the detection static target mode parameters and the electronic grid parameters of the sensing module, and the configuration parameters which can be controlled by the user can be sent to the sensing module through the background based on the configuration of the APP by the user; further, if the intelligent switch is configured with a display panel, the user can also configure parameters of the sensing module through the display panel, wherein the display panel can be a display screen.

In the embodiment of the invention, optionally, the perceived original information includes user information in the current environment, wherein the user information includes one or more of information of the number of people, information of user attributes of each user, and information of user behaviors of each user; further, the perceived original information also includes one or more of temperature information, humidity information, carbon dioxide content information of the current environment, and oxygen content information of the current environment.

102. And generating a real-time perception state corresponding to the current environment according to the perception original information.

In the embodiment of the present invention, optionally, the real-time sensing state corresponding to the current environment includes a real-time sensing state of the user on the current environment.

103. And extracting the perception characteristic information in the perception original information, and determining at least one device to be controlled in the current environment according to the perception characteristic information.

In the embodiment of the invention, the sensing characteristic information comprises one or more of temperature sensing characteristic information, humidity sensing characteristic information, user action characteristic information, user expression characteristic information and user emotion characteristic information.

In the embodiment of the invention, optionally, the device to be controlled is an intelligent device in the current environment.

In an embodiment of the present invention, optionally, determining at least one device to be controlled in the current environment according to the perceptual feature information includes:

generating sensing demand information of the current environment according to the sensing characteristic information;

and determining at least one device to be controlled in the current environment according to the perceived-demand information.

Therefore, through generating the perception demand information and determining at least one device to be controlled in the current environment, the environment can be regulated and controlled to the current environment through the determined device to be controlled, and through combining the perception information and the demand information, the accuracy and the reliability of the determined device to be controlled can be improved.

104. And for each device to be controlled, determining the device operation parameters of the device to be controlled according to the sensing characteristic information and the real-time sensing state.

In the embodiment of the present invention, optionally, the device operation parameter of each device to be controlled includes an operation parameter of the device to be controlled in a preset time period. For example, when the device to be controlled is a smart air conditioner, the device operation parameters of the smart air conditioner include the current device operation parameters of the smart air conditioner, the device operation parameters of the smart air conditioner in the future 1 hour, and the device operation parameters of the smart air conditioner in the future 6 hours.

105. And generating switch control parameters of the target intelligent switch according to the equipment operation parameters of all the equipment to be controlled and the equipment parameter configuration information determined in advance, and controlling the target intelligent switch to execute control operation matched with the switch control parameters so as to enable each equipment to be controlled to execute control operation matched with the equipment operation parameters of the equipment to be controlled.

In the embodiment of the invention, the target intelligent switch is optionally integrated with the control functions of all the devices to be controlled, and can be used for controlling all the devices to be controlled to execute corresponding control operations.

In the embodiment of the present invention, optionally, according to the device operation parameters of all the devices to be controlled and the predetermined device parameter configuration information, generating the switch control parameters of the target intelligent switch includes:

generating equipment switch control parameters of a target intelligent switch aiming at equipment to be controlled according to equipment operation parameters of all the equipment to be controlled and equipment parameter configuration information determined in advance;

generating switch control parameters of a target intelligent switch based on the equipment switch control parameters of all the equipment to be controlled;

the predetermined device parameter configuration information is used for indicating the target intelligent switch to generate device switch control parameters aiming at each device to be controlled.

In the embodiment of the invention, for example, when the device to be controlled comprises an intelligent air conditioner and an intelligent fan, and the device operation parameters of the intelligent air conditioner are 6-early-time closing, when the device operation parameters of the intelligent fan are 2-early-time closing, judging whether the intelligent air conditioner and the intelligent fan can be controlled on a target intelligent switch according to the device parameter configuration information determined in advance, if so, generating the switch control parameters of the target intelligent switch based on the device operation parameters of the intelligent air conditioner and the device operation parameters of the intelligent fan so as to execute matched control operation on the intelligent air conditioner and the intelligent fan.

Therefore, the intelligent switch control method implementing the multi-mode sensing fusion described in fig. 2 can acquire sensing original information in a current environment and generate a real-time sensing state corresponding to the current environment, extract sensing characteristic information in the sensing original information, determine at least one device to be controlled in the current environment, determine device operation parameters according to the sensing characteristic information and the real-time sensing state for each device to be controlled, generate switch control parameters of a target intelligent switch according to device operation parameters of all the devices to be controlled and device parameter configuration information determined in advance, control the target intelligent switch to execute matched control operation so that each device to be controlled executes the matched control operation of the device operation parameters of the device to be controlled, execute matched control operation on the devices to be controlled through the target intelligent switch integrated with control functions of the devices to be controlled, thereby being beneficial to improving the convenience of control of users on the devices to be controlled, and being beneficial to improving the accuracy and reliability of determining the device control parameters of the devices to be controlled and determining the device control parameters of each device to be controlled, further improving the reliability of the device to be controlled, further beneficial to the reliability of the intelligent switch and the intelligent switch, and further improving the reliability of the intelligent switch control parameters.

Example two

Referring to fig. 3, fig. 3 is a flow chart of another intelligent switch control method with multi-mode sensing fusion according to an embodiment of the invention. The method for controlling the intelligent switch with the multi-mode sensing fusion described in fig. 3 can be applied to intelligent switch equipment, an intelligent switch control device with the multi-mode sensing fusion, and a local server or a cloud server with the intelligent switch control with the multi-mode sensing fusion. As shown in fig. 3, the multi-mode sensing fusion intelligent switch control method may include the following operations:

201. and obtaining the perception original information in the current environment.

202. And judging whether at least one user exists in the current environment according to the perceived original information.

In the embodiment of the present invention, optionally, determining whether at least one user exists in the current environment according to the perceived original information includes:

determining the number of users existing in the current environment according to the perceived original information;

judging whether the number of users is more than or equal to 1;

when the number of the users is judged to be more than or equal to 1, determining that at least one user exists in the current environment; when the number of users is judged to be less than 1, it is determined that no user exists in the current environment.

203. When at least one user exists in the current environment, collecting real-time behavior information of each user and user attribute information of each user, and determining at least one target user from all users according to the user attribute information of all users.

In the embodiment of the invention, optionally, when it is determined that no user exists in the current environment, the process may be ended, and the operation of generating the real-time sensing state corresponding to the current environment according to the sensing original information may also be triggered and executed.

In the embodiment of the present invention, optionally, the real-time behavior information of each user includes one or more of real-time motion information of the user, real-time expression information of the user, real-time gesture information of the user, and real-time voice information of the user; the user attribute information of each user includes one or more of user gender information of the user, user age information of the user, user occupation information of the user, and user medical history information of the user.

In the embodiment of the present invention, optionally, determining at least one target user from all users according to user attribute information of all users includes:

according to the user attribute information of all users, executing sorting operation on all users to obtain user sorting;

And determining the user corresponding to the highest ranking result in the user ranking as a target user.

For example, when the user a is a 70-year-old male, the user B is a 50-year-old male, and the user C is a 50-year-old female, the order of the user a is higher than the order of the user C, the order of the user C is higher than the order of the user B, and the user a is determined as the target user. Therefore, the target user can be determined based on the user attribute information, and the intelligence and the efficiency of determining the target user can be improved.

204. And generating user behavior information in the current environment according to the real-time behavior information of each target user.

In the embodiment of the present invention, optionally, generating user behavior information in the current environment according to the real-time behavior information of each target user includes:

inputting the real-time behavior information of all target users into a predetermined user behavior determination model to obtain an output result, and generating user behavior information in the current environment according to the output result; the output results comprise real-time behavior analysis results of each target user and environment demand information of each target user on the current environment.

In the embodiment of the invention, optionally, the user behavior information in the current environment includes real-time behavior information of all target users; further, the user behavior information in the current environment further comprises analysis results of the real-time behavior information of all target users.

205. And generating a real-time perception state corresponding to the current environment according to the perception original information and the user behavior information.

In the embodiment of the present invention, optionally, according to the perceived original information and the user behavior information, the method for generating the real-time perceived state corresponding to the current environment includes:

analyzing information parameters between the perceived original information and the user behavior information, wherein the information parameters comprise difference parameters between the perceived original information and the user behavior information and similar parameters between the perceived original information and the user behavior information;

generating a real-time perception state corresponding to the current environment according to information parameters between perception original information and user behavior information; the real-time sensing state corresponding to the current environment comprises one or more of the sensing state of the user on the current environment and the sensing state of each intelligent device on the current environment.

206. And extracting the perception characteristic information in the perception original information, and determining at least one device to be controlled in the current environment according to the perception characteristic information.

207. And for each device to be controlled, determining the device operation parameters of the device to be controlled according to the sensing characteristic information and the real-time sensing state.

208. And generating the switch control parameters of the target intelligent switch according to the equipment operation parameters of all the equipment to be controlled and the equipment parameter configuration information determined in advance, and controlling the target intelligent switch to execute the control operation matched with the switch control parameters.

In the embodiment of the present invention, for the detailed descriptions of step 201 and step 206-step 208, please refer to the other descriptions of step 101 and step 103-step 105 in the first embodiment, and the detailed description of the embodiment of the present invention is omitted.

It can be seen that, implementing the multi-mode sensing fusion intelligent switch control method described in fig. 3 can determine whether at least one user exists in the current environment according to the sensing original information, if so, collect the real-time behavior information of each user and the user attribute information of each user, determine at least one target user according to the user attribute information of all users, generate the user behavior information according to the real-time behavior information of each target user, generate the real-time sensing state corresponding to the current environment according to the sensing original information and the user behavior information, generate the user behavior information according to the sensing original information and the user behavior information, can combine the real-time behavior information and the user attribute information of the user, can be beneficial to improving the accuracy and the reliability of generating the user behavior information, and further can combine the sensing original information and the user behavior information to generate the real-time sensing state corresponding to the current environment, and further be beneficial to improving the accuracy and the reliability of generating the real-time sensing state, thereby being beneficial to improving the accuracy of determining the equipment operation parameters of each equipment to be controlled according to the real-time sensing state and improving the accuracy of generating the target switch control parameters.

In an alternative embodiment, before determining the device operation parameters of each device to be controlled according to the sensing characteristic information and the real-time sensing state, the method further includes:

collecting current environment information of a current environment, and determining a current environment state according to the current environment information;

analyzing a difference parameter between the current environment state and the real-time perception state;

when the difference parameters are judged to meet the preset environment difference conditions, triggering and executing the operation of determining the equipment operation parameters of each equipment to be controlled according to the sensing characteristic information and the real-time sensing state;

when the difference parameter does not meet the preset environmental difference condition, analyzing the difference reason that the difference parameter does not meet the preset environmental difference condition, generating a perception state adjusting parameter according to the difference reason and the current environmental information, updating the real-time perception state according to the perception state adjusting parameter, triggering and executing the operation of determining the equipment operation parameters of each equipment to be controlled according to the perception characteristic information and the real-time perception state.

In this optional embodiment, the current environmental information of the current environment may be collected in real time, may be collected periodically according to a preset time period, or may be collected when the switch control parameter of the target intelligent switch needs to be generated, which is not limited in particular.

In this alternative embodiment, the current environmental information may optionally include one or more of current environmental attribute information, current environmental temperature information, current environmental humidity information, current environmental carbon dioxide content information, current environmental oxygen content information, and user information in the current environment.

In this alternative embodiment, optionally, analyzing a discrepancy parameter between the current environmental state and the real-time perceived state comprises:

determining current environmental parameters according to the current environmental state, and determining real-time perception parameters according to the real-time perception state;

and calculating a difference value between the current environment parameter and the real-time perception parameter to obtain a difference parameter between the current environment state and the real-time perception state.

In this optional embodiment, optionally, determining whether the difference parameter meets a preset environmental difference condition includes:

Determining a difference value according to the difference parameter; wherein, the difference value is the difference value between the current environment state and the real-time perception state;

judging whether the difference value is smaller than a preset difference threshold value or not;

when the difference value is smaller than the preset difference threshold value, determining that the difference parameter meets the preset environmental difference condition;

when the difference value is larger than or equal to the preset difference threshold value, determining that the difference parameter does not meet the preset environmental difference condition.

In this optional embodiment, optionally, the sensing state adjustment parameter is used to adjust the real-time sensing state, so that a difference parameter between the adjusted real-time sensing state and the current environmental state meets a preset environmental difference condition.

It can be seen that implementing the alternative embodiment can collect current environmental information and determine a current environmental state according to the current environmental information, analyze a difference parameter between the current environmental state and a real-time sensing state, determine whether the difference parameter meets a preset environmental difference condition, and if so, trigger to execute an operation of determining an operation parameter of the device according to sensing characteristic information and the real-time sensing state for each device to be controlled; if the difference parameter does not meet the difference reason of the environmental difference condition, a perception state adjustment parameter is generated according to the difference reason and the current environmental information, a real-time perception state is updated according to the perception state adjustment parameter, and the operation of determining the equipment operation parameter according to the perception characteristic information and the real-time perception state is triggered and executed for each equipment to be controlled, so that the equipment operation parameter of the equipment to be controlled can be determined when the difference parameter between the current environmental state and the real-time perception state meets the environmental difference condition, the intelligence of determining the equipment operation parameter of the equipment to be controlled can be improved, the accuracy and the reliability of determining the equipment operation parameter of the equipment to be controlled can be improved, the occurrence of errors or errors of the determined equipment operation parameter of the equipment to be controlled due to the influence of the difference parameter is prevented, and the improvement of the accuracy and the reliability of the switch control parameter of a target intelligent switch generated according to the equipment operation parameter of each equipment to be controlled is further facilitated, and the improvement of the use experience and comfort of users is facilitated.

In another alternative embodiment, the switch control parameters include device control parameters for each device to be controlled;

acquiring display panel parameters of the target intelligent switch, and determining environment display parameters of the display panel according to the display panel parameters and current environment information;

determining the display sequence of each equipment control parameter according to the switch control parameters and the current environment information, and generating the equipment display parameters of the display panel based on the display sequence and each equipment control parameter;

based on the environment display parameters and the device display parameters, panel display parameters of the display panel are generated, so that the display panel performs display operation matched with the panel display parameters.

In this optional embodiment, optionally, the display panel parameter of the target smart switch includes one or more of a background color display parameter, a font display parameter, a pattern display parameter, and a dynamic display parameter of the target smart switch.

In this optional embodiment, optionally, determining the environmental display parameter of the display panel according to the display panel parameter and the current environmental information includes:

Determining the display requirement of a display panel matched with the current environment according to the display panel parameters and the current environment information; the display requirements comprise background color display requirements, background brightness display requirements, font brightness display requirements, font color display requirements, pattern brightness display requirements and pattern color display requirements;

and determining the environmental display parameters of the display panel according to the display requirements of the display panel.

In this optional embodiment, optionally, determining, according to the switch control parameters and the current environment information, a display order of each device control parameter includes:

generating regulation and control demand time of each device to be controlled according to the switch control parameters and the current environment information, and generating regulation and control parameter demand time of the device operation parameters of each device to be controlled according to the regulation and control demand time of each device to be controlled;

and according to the control parameter demand time of the equipment operation parameters of all the equipment to be controlled, arranging all the control parameter demand time according to the sequence from first to last to obtain the display sequence of the control parameters of each equipment.

In this optional embodiment, optionally, generating the device display parameters of the display panel based on the display order and each device control parameter includes:

And determining the parameter display time and the parameter display time length of each equipment control parameter based on the display sequence, and generating the equipment display parameters of the display panel according to the parameter display time and the parameter display time length of each equipment control parameter.

In this optional embodiment, optionally, the panel display parameters include an environmental display parameter and an equipment display parameter, and according to a parameter time and a parameter display duration of each equipment control parameter, the display panel performs a matched display operation, so that the display panel dynamically displays each equipment control parameter at the display panel.

In this alternative embodiment, for example, if the current environment is night and the display panel parameters can be adjusted to be black, then it will be determined that the environment display parameters of the display panel are black for the background color and white for the font; according to the switch control parameters and the current environment information, determining that the display sequence of the equipment control parameters is 10 seconds for intelligent air conditioner display and 5 seconds for intelligent fan display and is alternate circulation display, and generating the equipment display parameters of the display panel based on the display sequence and each equipment control parameter; and generating panel display parameters of the real panel based on the environment display parameters and the equipment display parameters, so that the display panel executes dynamic display operation matched with the panel display parameters, and control parameters of the intelligent air conditioner and the intelligent fan are alternately and circularly displayed on the display panel.

It can be seen that, implementing this alternative embodiment can obtain the display panel parameter of the target intelligent switch, determine the environmental display parameter of the display panel according to the display panel parameter and the current environmental information, determine the display sequence of each device control parameter according to the switch control parameter and the current environmental information, and then generate the device display parameter of the display panel, generate the panel display parameter of the display panel based on the environmental display parameter and the device display parameter, so that the display panel executes the matched display operation, and can make the display panel of the target intelligent switch intelligently display the device control parameter of each device to be controlled on the display panel, thereby being beneficial to improving the intelligence of parameter display of the display panel in the target intelligent switch, and also being beneficial to improving the control condition of each current intelligent device through the display panel on the target intelligent switch by the user, and being beneficial to improving the comfort and convenience of using the target intelligent switch by the user; the display parameters of the generating equipment can be generated based on the equipment control parameter generation display sequence of each equipment to be controlled, the accuracy and the reliability of the display parameters of the generating equipment can be improved, and the accuracy and the reliability of the display parameters of the generating panel and the accuracy and the reliability of the control condition check of the equipment to be controlled by a user through the display panel can be improved.

In yet another alternative embodiment, before generating the switch control parameters of the target intelligent switch according to the device operation parameters of all the devices to be controlled and the predetermined device parameter configuration information, the method further includes:

according to the equipment attribute information of each equipment to be controlled, performing classification operation on each equipment to be controlled to obtain at least one equipment category; the device categories comprise an online control device category or a local control device category;

for each equipment category, generating equipment category configuration information of the equipment category for equipment attribute information of each equipment to be controlled, wherein the equipment attribute information is included in the equipment category;

In this optional embodiment, optionally, the device attribute information of each device to be controlled includes device communication information of the device to be controlled, and further, the device attribute information of each device to be controlled further includes one or more of device type information and device operation information.

In this optional embodiment, optionally, according to the device attribute information of each device to be controlled, performing a classification operation on each device to be controlled to obtain at least one device class, including:

determining equipment communication parameters of each equipment to be controlled according to the equipment attribute information of each equipment to be controlled;

judging whether the equipment communication parameters of each equipment to be controlled meet preset equipment communication conditions or not;

when the equipment communication parameters of the equipment to be controlled are judged to meet the preset equipment communication conditions, determining that the equipment to be controlled is an on-line control equipment type;

and when judging that the equipment communication parameters of the equipment to be controlled do not meet the preset equipment communication conditions, determining the equipment to be controlled as a local control equipment type.

In this optional embodiment, optionally, for each device class, for device attribute information of each device to be controlled included in the device class, generating device class configuration information of the device class includes:

and for each equipment category, performing feature extraction operation on equipment attribute information of each equipment to be controlled included in the equipment category to obtain category feature information of the equipment category, and generating equipment category configuration information of the equipment category based on the category feature information of the equipment category.

It can be seen that, by implementing the optional embodiment, the device attribute information of each device to be controlled can be obtained, a classification operation is performed on each device to be controlled according to the device attribute information of each device to be controlled to obtain at least one device class, and device class configuration information is generated on the device attribute information of each device to be controlled included in each device class, and further, device parameter configuration information is determined according to the device class configuration information, so that all the devices to be controlled can be classified based on the device attribute information, and the accuracy and reliability of obtaining each device class can be improved; and corresponding equipment category configuration information is generated based on the determined equipment categories, the equipment category configuration information can be determined based on the equipment categories, and the parameter configuration information of equipment to be controlled included in each equipment category can be determined, so that the efficiency of determining the parameter configuration information of each equipment to be controlled is improved, and the efficiency and the intelligence of determining the equipment parameter configuration information are improved; and the device parameter configuration information can be determined based on the device class configuration information of each device class, which is also beneficial to improving the accuracy and reliability of determining the device parameter configuration information.

In yet another alternative embodiment, generating a real-time perceived state corresponding to the current environment according to the perceived original information and the user behavior information includes:

according to the perceived original information, performing classification operation on each perceived original information to obtain an information category of each perceived original information, and determining category weight information of each information category;

for each information category, generating a category perception result of the information category according to all perception original information included in the information category;

In this optional embodiment, optionally, the information category of each perceived original information includes one or more of a temperature information category, a humidity information category, an air information category, a user information category, a distance information category, a spatial distribution information category, a wind direction information category, and an air volume information category.

In this optional embodiment, optionally, the category weight information of each information category includes a weight value of the information category; further, the category weight values of different information categories may be the same or different; further, the category weight value of each information category can be adjusted based on the current environmental information and the user demand information.

In this optional embodiment, optionally, for example, when the information category is a temperature information category, for each information category, generating, according to all the perceived original information included in the information category, a category perceived result of the information category includes: and calculating the temperature average value of all the pieces of the sensing original temperature information according to all the pieces of the sensing original temperature information included in the temperature information category, and generating a category sensing result of the temperature information category according to the temperature average value.

In this optional embodiment, optionally, generating an environment sensing result of the current environment according to the category sensing result of all the information categories and the category weight information of each information category includes:

for each information category, determining an information sensing result of the information category according to the category sensing result of the information category and category weight information of the information category;

and generating an environment sensing result of the current environment according to the information sensing results of all the information categories.

As can be seen, implementing the alternative embodiment can perform classification operation on the perceived original information to obtain an information category of each perceived original information and determine category weight information of each information category, and for each information category, a category perception result is generated according to all perceived original information included in the information category, an environment perception result of the current environment is generated in combination with category weight information of the information category, a real-time perception state corresponding to the current environment is generated according to the environment perception result and user behavior information, the perceived original information can be classified and the category perception result of each information category is determined in combination with the category weight information, which is beneficial to improving the intelligence of determining the category perception result and improving the accuracy and reliability of determining each category perception result; and the real-time perception state is generated by combining the environment perception result and the user behavior information, so that the real-time perception state can be generated comprehensively by combining multiple factors, the intelligence of generating the real-time perception state can be improved, and the accuracy and the reliability of generating the real-time perception state can be improved.

In yet another alternative embodiment, for each device to be controlled, determining the device operation parameters of the device to be controlled according to the sensing characteristic information and the real-time sensing state includes:

according to the perception characteristic information and the real-time perception state, determining the environment regulation and control demand information of the current environment;

acquiring current equipment operation parameters of each equipment to be controlled, predicting equipment operation prediction information of each equipment to be controlled according to the current equipment operation parameters, and generating environment operation prediction information of a current environment according to all the equipment operation prediction information to be controlled;

when the environment operation prediction information is not matched with the environment regulation demand information, for each device to be controlled, determining the device operation parameters of the device to be controlled according to the current device operation parameters and the environment regulation demand information.

In this optional embodiment, optionally, when it is determined that the environmental operation prediction information matches the environmental regulation requirement information, each device to be controlled is controlled to operate in the current device operation mode.

In this alternative embodiment, the environment operation prediction information of the current environment is optionally determined based on all the device operation prediction information to be controlled. For example, if the current environment has an environmental temperature of 36 degrees celsius, the intelligent air conditioner is operated at 26 degrees celsius for 3 hours and the intelligent fan is operated at two wind speeds for 3 hours, the environmental operation prediction information of the current environment includes that the current environment is reduced by 4 degrees celsius within 3 hours.

In this optional embodiment, optionally, determining whether the environmental operation prediction information matches the environmental regulation requirement information includes:

analyzing an information difference value between the environment operation prediction information and the environment regulation and control demand information;

judging whether the information difference value is larger than or equal to a preset information difference value threshold value;

when the information difference value is larger than or equal to a preset information difference value threshold value, determining that the environment operation prediction information is not matched with the environment regulation and control demand information;

and when the information difference value is judged to be smaller than a preset information difference value threshold value, determining that the environment operation prediction information is matched with the environment regulation and control demand information.

In this alternative embodiment, the environmental operation prediction information is optionally matched with the environmental regulation requirement information after determining the device operation parameters of the device to be controlled.

It can be seen that, implementing this optional embodiment can confirm environmental regulation and control demand information according to perception characteristic information and real-time perception state, obtain the current equipment operation parameter of each equipment to be controlled, predict the equipment operation prediction information of each equipment to be controlled and further generate the environmental operation prediction information of current environment, when judging that environmental operation prediction information does not match with environmental regulation and control demand information, confirm the equipment operation parameter of each equipment to be controlled according to current equipment operation parameter and environmental regulation and control demand parameter, can be through predicting the environmental operation prediction information of current environment and judging whether match with environmental regulation and control demand information, adjust the equipment operation parameter of equipment to be controlled only if not match, can improve the efficiency of confirming the equipment operation parameter of equipment to be controlled, and can improve the intelligent of confirming the equipment operation parameter of equipment to be controlled, further, can confirm the equipment operation parameter of equipment to be controlled according to current equipment operation parameter and environmental regulation and control demand information, be favorable to improving the accuracy and the reliability of confirming equipment operation parameter, make the equipment operation parameter to be matched with environmental regulation and control demand information, can make the equipment operation parameter to be controlled and the comfort of the equipment under the prediction and control demand information after the environment is favorable to the user experience of the improvement.

In this alternative embodiment, for example, the target intelligent switch may be applied to an intelligent switch control system, as shown in fig. 7, fig. 7 is a schematic structural diagram of an intelligent switch control system disclosed in the embodiment of the present invention, where the intelligent switch system includes a sensing module, a communication module, a switch module, and a display module, and the intelligent switch system may be used to control an intelligent home or a traditional home appliance, and a user performs a device on control parameters through an application program on an intelligent device (such as a smart phone), and firstly distributes parameters configured by the user to the sensing module, the switch module, and the display module through an IoT platform, and starts each module to start working; the indoor environment is perceived through the perception module and a perception result is generated, the perception module reports the perception result to the IoT platform through the communication module, the IoT platform evaluates the perception result according to a predetermined control strategy and generates a control instruction, the control instruction is transmitted to the switch module through the communication module, so that the switch module controls the intelligent household equipment, and meanwhile, the IoT platform transmits the control instruction to the display module through the communication module, so that the control instruction is displayed on the display module.

Example III

Referring to fig. 4, fig. 4 is a schematic structural diagram of a multimode-sensing-fusion intelligent switch control device according to an embodiment of the invention. As shown in fig. 4, the multimode-aware fused intelligent switch control device may include:

the acquisition module 301 is configured to acquire perceived original information in a current environment;

the generating module 302 is configured to generate a real-time sensing state corresponding to the current environment according to the sensing original information;

an extracting module 303, configured to extract perceptual feature information in the perceptual original information;

a determining module 304, configured to determine at least one device to be controlled in the current environment according to the perceptual feature information;

the determining module 304 is further configured to determine, for each device to be controlled, a device operation parameter of the device to be controlled according to the sensing feature information and the real-time sensing state;

the generating module 302 is further configured to generate a switch control parameter of the target intelligent switch according to the device operation parameters of all the devices to be controlled and the predetermined device parameter configuration information;

the control module 305 is configured to control the target intelligent switch to perform a control operation matched with the switch control parameter, so that each device to be controlled performs a control operation matched with the device operation parameter of the device to be controlled.

As can be seen, implementing the apparatus described in fig. 4 can obtain the sensing original information in the current environment and generate the real-time sensing state corresponding to the current environment, extract the sensing characteristic information in the sensing original information, determine at least one device to be controlled in the current environment, determine the operating parameter of each device to be controlled according to the sensing characteristic information and the real-time sensing state, generate the on-off control parameter of the target intelligent switch according to the device operating parameters of all the devices to be controlled and the predetermined device parameter configuration information, and control the target intelligent switch to execute the control operation matched with the device operating parameter of the device to be controlled, so that each device to be controlled can execute the matched control operation on the devices to be controlled through the target intelligent switch integrated with the control functions of the devices to be controlled, thereby being beneficial to improving the convenience of users in implementing control on the devices to be controlled, and further determining the device control parameter of each device to be controlled through sensing the environment, further improving the accuracy and reliability of the device to be controlled and the device control parameter of each device to be controlled, further improving the accuracy and reliability of the intelligent switch and the intelligent switch, further being beneficial to improving the accuracy and the reliability of the intelligent switch and the intelligent switch.

In an alternative embodiment, as shown in fig. 5, the apparatus further comprises:

a judging module 306, configured to judge whether at least one user exists in the current environment according to the perceived original information after the acquiring module 301 acquires the perceived original information in the current environment;

the acquisition module 307 is configured to acquire real-time behavior information of each user and user attribute information of each user when the judgment module 306 judges that at least one user exists in the current environment;

the determining module 304 is further configured to determine at least one target user from all users according to user attribute information of all users;

the generating module 302 is further configured to generate user behavior information in the current environment according to the real-time behavior information of each target user;

the specific manner of generating the real-time sensing state corresponding to the current environment by the generating module 302 according to the sensing original information includes:

It can be seen that, implementing the apparatus described in fig. 5 can determine whether at least one user exists in the current environment according to the perceived original information, if so, collect the real-time behavior information of each user and the user attribute information of each user, determine at least one target user according to the user attribute information of all users, generate the user behavior information according to the real-time behavior information of each target user, generate the real-time perceived state corresponding to the current environment according to the perceived original information and the user behavior information, generate the user behavior information according to the perceived original information and the user attribute information by combining the real-time behavior information of the user, and be beneficial to improving the accuracy and reliability of generating the user behavior information, and the intelligence and efficiency of generating the user behavior information, further combine the perceived original information and the user behavior information, generate the real-time perceived state corresponding to the current environment, and be beneficial to improving the accuracy and reliability of generating the real-time perceived state, and further be beneficial to improving the accuracy of determining the device operation parameters of each device to be controlled according to the real-time perceived state and being beneficial to improving the accuracy of generating the intelligent switch control parameters of the target intelligent switch.

In another alternative embodiment, as shown in fig. 5, the collecting module 307 is further configured to collect current environmental information of a current environment and determine a current environmental state according to the current environmental information before the determining module 304 determines, for each device to be controlled, a device operation parameter of the device to be controlled according to the sensing characteristic information and the real-time sensing state;

the apparatus further comprises:

an analysis module 308 for analyzing a difference parameter between the current environmental state and the real-time perceived state;

the judging module 306 is further configured to judge whether the difference parameter meets a preset environmental difference condition; when the difference parameter is judged to meet the preset environmental difference condition, triggering the determining module 304 to execute the operation of determining the equipment operation parameter of each equipment to be controlled according to the sensing characteristic information and the real-time sensing state;

the analysis module 308 is further configured to analyze a difference reason that the difference parameter does not satisfy the preset environmental difference condition when the determination module 306 determines that the difference parameter does not satisfy the preset environmental difference condition;

the generating module 302 is further configured to generate a perception state adjustment parameter according to the difference reason and the current environmental information;

The updating module 309 is configured to update the real-time sensing state according to the sensing state adjustment parameter, and trigger the determining module 304 to perform an operation of determining, for each device to be controlled, a device operation parameter of the device to be controlled according to the sensing feature information and the real-time sensing state.

As can be seen, implementing the apparatus described in fig. 5 can collect current environmental information and determine a current environmental state according to the current environmental information, analyze a difference parameter between the current environmental state and a real-time sensing state, determine whether the difference parameter meets a preset environmental difference condition, and if so, trigger to execute an operation of determining an operation parameter of the device according to the sensing characteristic information and the real-time sensing state for each device to be controlled; if the difference parameter does not meet the difference reason of the environmental difference condition, a perception state adjustment parameter is generated according to the difference reason and the current environmental information, a real-time perception state is updated according to the perception state adjustment parameter, and the operation of determining the equipment operation parameter according to the perception characteristic information and the real-time perception state is triggered and executed for each equipment to be controlled, so that the equipment operation parameter of the equipment to be controlled can be determined when the difference parameter between the current environmental state and the real-time perception state meets the environmental difference condition, the intelligence of determining the equipment operation parameter of the equipment to be controlled can be improved, the accuracy and the reliability of determining the equipment operation parameter of the equipment to be controlled can be improved, the occurrence of errors or errors of the determined equipment operation parameter of the equipment to be controlled due to the influence of the difference parameter is prevented, and the improvement of the accuracy and the reliability of the switch control parameter of a target intelligent switch generated according to the equipment operation parameter of each equipment to be controlled is further facilitated, and the improvement of the use experience and comfort of users is facilitated.

In yet another alternative embodiment, as shown in fig. 5, the switch control parameters include device control parameters for each device to be controlled;

the obtaining module 301 is further configured to obtain a display panel parameter of the target intelligent switch after the generating module 302 generates the switch control parameter of the target intelligent switch according to the device operation parameters of all the devices to be controlled;

the determining module 304 is further configured to determine an environmental display parameter of the display panel according to the display panel parameter and the current environmental information;

the determining module 304 is further configured to determine a display sequence of each device control parameter according to the switch control parameter and the current environmental information;

the generating module 302 is further configured to generate device display parameters of the display panel based on the display order and each device control parameter;

the generating module 302 is further configured to generate panel display parameters of the display panel based on the environmental display parameters and the device display parameters, so that the display panel performs a display operation matched with the panel display parameters.

As can be seen, implementing the apparatus described in fig. 5 can obtain the display panel parameters of the target intelligent switch, determine the environmental display parameters of the display panel according to the display panel parameters and the current environmental information, determine the display sequence of each device control parameter according to the switch control parameters and the current environmental information, and further generate the device display parameters of the display panel, generate the panel display parameters of the display panel based on the environmental display parameters and the device display parameters, so that the display panel performs the matched display operation, and can intelligently display the device control parameters of each device to be controlled on the display panel, thereby being beneficial to improving the intelligence of parameter display of the display panel in the target intelligent switch, and being also beneficial to improving the control condition of each current intelligent device by the user through the display panel on the target intelligent switch, and being beneficial to improving the comfort and convenience of the user using the target intelligent switch; the display parameters of the generating equipment can be generated based on the equipment control parameter generation display sequence of each equipment to be controlled, the accuracy and the reliability of the display parameters of the generating equipment can be improved, and the accuracy and the reliability of the display parameters of the generating panel and the accuracy and the reliability of the control condition check of the equipment to be controlled by a user through the display panel can be improved.

In yet another alternative embodiment, as shown in fig. 5, the obtaining module 301 is further configured to obtain device attribute information of each device to be controlled before the generating module 302 generates the on-off control parameters of the target intelligent switch according to the device operation parameters of all the devices to be controlled and the predetermined device parameter configuration information;

the apparatus further comprises:

the classification module 310 is configured to perform a classification operation on each device to be controlled according to the device attribute information of each device to be controlled, to obtain at least one device class; the device categories comprise an online control device category or a local control device category;

the generating module 302 is further configured to generate, for each device class, device class configuration information of the device class for device attribute information of each device to be controlled included in the device class;

a determining module 304, configured to determine device parameter configuration information based on device class configuration information of all device classes; the device parameter configuration information comprises parameter configuration information of each device to be controlled.

As can be seen, implementing the apparatus described in fig. 5 can obtain the device attribute information of each device to be controlled, perform a classification operation on each device to be controlled according to the device attribute information of each device to be controlled to obtain at least one device class, and generate device class configuration information for the device attribute information of each device to be controlled included in each device class, thereby determining device parameter configuration information according to the device class configuration information, and classifying all the devices to be controlled based on the device attribute information, so as to improve the accuracy and reliability of obtaining each device class; and corresponding equipment category configuration information is generated based on the determined equipment categories, the equipment category configuration information can be determined based on the equipment categories, and the parameter configuration information of equipment to be controlled included in each equipment category can be determined, so that the efficiency of determining the parameter configuration information of each equipment to be controlled is improved, and the efficiency and the intelligence of determining the equipment parameter configuration information are improved; and the device parameter configuration information can be determined based on the device class configuration information of each device class, which is also beneficial to improving the accuracy and reliability of determining the device parameter configuration information.

In yet another alternative embodiment, as shown in fig. 5, the specific manner of generating the real-time sensing state corresponding to the current environment by the generating module 302 according to the sensing original information and the user behavior information includes:

As can be seen, implementing the apparatus described in fig. 5 can perform a classification operation on the perceived original information to obtain an information category of each perceived original information and determine category weight information of each information category, for each information category, generate a category perceived result according to all perceived original information included in the information category, and generate an environment perceived result of a current environment in combination with category weight information of the information category, generate a real-time perceived state corresponding to the current environment according to the environment perceived result and user behavior information, and can classify the perceived original information and determine the category perceived result of each information category in combination with the category weight information, which can be beneficial to improving the intelligence of determining the category perceived result and improving the accuracy and reliability of determining each category perceived result; and the real-time perception state is generated by combining the environment perception result and the user behavior information, so that the real-time perception state can be generated comprehensively by combining multiple factors, the intelligence of generating the real-time perception state can be improved, and the accuracy and the reliability of generating the real-time perception state can be improved.

In yet another alternative embodiment, as shown in fig. 5, the determining module 304 determines, for each device to be controlled, a specific manner of determining, according to the sensing characteristic information and the real-time sensing state, the device operation parameter of the device to be controlled, including:

As can be seen, implementing the apparatus described in fig. 5 can determine environmental regulation and control requirement information according to the sensing feature information and the real-time sensing state, obtain the current device operation parameter of each device to be controlled, predict the device operation prediction information of each device to be controlled and further generate the environmental operation prediction information of the current environment, determine the device operation parameter of each device to be controlled according to the current device operation parameter and the environmental regulation and control requirement information when judging that the environmental operation prediction information is not matched with the environmental regulation and control requirement information, and can adjust the device operation parameter of the device to be controlled by predicting the environmental operation prediction information of the current environment and judging whether to be matched with the environmental regulation and control requirement information, if not, the efficiency of determining the device operation parameter of the device to be controlled can be improved, and the intelligence of determining the device operation parameter of the device to be controlled can be improved.

Example IV

Referring to fig. 6, fig. 6 is a schematic structural diagram of another intelligent switch control device with multi-mode sensing fusion according to an embodiment of the present invention. As shown in fig. 6, the multimode-aware fused intelligent switch control device may include:

a memory 501 in which executable program codes are stored;

a processor 502 coupled to the memory 501;

the processor 502 invokes executable program code stored in the memory 501 to perform the steps in the multimode-aware fused intelligent switch control method described in the first embodiment or the second embodiment of the present invention.

Example five

The embodiment of the invention discloses a computer storage medium which stores computer instructions for executing the steps in the intelligent switch control method of multimode sensing fusion described in the first embodiment or the second embodiment of the invention when the computer instructions are called.

Example six

An embodiment of the present invention discloses a computer program product comprising a non-transitory computer readable storage medium storing a computer program, and the computer program is operable to cause a computer to perform the steps in the multimode-aware fused intelligent switch control method described in embodiment one or embodiment two.

The apparatus embodiments described above are merely illustrative, wherein the modules illustrated as separate components may or may not be physically separate, and the components shown as modules may or may not be physical, i.e., may be located in one place, or may be distributed over a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.

From the above detailed description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course by means of hardware. Based on such understanding, the foregoing technical solutions may be embodied essentially or in part in the form of a software product that may be stored in a computer-readable storage medium including Read-Only Memory (ROM), random-access Memory (Random Access Memory, RAM), programmable Read-Only Memory (Programmable Read-Only Memory, PROM), erasable programmable Read-Only Memory (Erasable Programmable Read Only Memory, EPROM), one-time programmable Read-Only Memory (OTPROM), electrically erasable programmable Read-Only Memory (EEPROM), compact disc Read-Only Memory (Compact Disc Read-Only Memory, CD-ROM) or other optical disc Memory, magnetic disc Memory, tape Memory, or any other medium that can be used for computer-readable carrying or storing data.

Finally, it should be noted that: the embodiment of the invention discloses a multimode-sensing-fusion intelligent switch control method and device, which are disclosed by the embodiment of the invention and are only used for illustrating the technical scheme of the invention, but not limiting the technical scheme; although the invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art will understand that; the technical scheme recorded in the various embodiments can be modified or part of technical features in the technical scheme can be replaced equivalently; such modifications and substitutions do not depart from the spirit and scope of the corresponding technical solutions.

Claims

1. The intelligent switch control method based on multi-mode sensing fusion is characterized by comprising the following steps of:

obtaining perception original information in the current environment;

2. The method for controlling a multimode-aware fused intelligent switch according to claim 1, wherein after obtaining the original information of the perception in the current environment, the method further comprises:

3. The method for controlling a multimode-aware fused intelligent switch according to claim 2, wherein, before determining the device operation parameters of each device to be controlled according to the sensing characteristic information and the real-time sensing state, the method further comprises:

4. A multi-mode aware fusion intelligent switch control method according to claim 3, wherein said switch control parameters comprise device control parameters of each of said devices to be controlled;

5. The method for controlling a multi-mode perceptive fusion intelligent switch according to any one of claims 1-4, wherein before generating the switch control parameters of the target intelligent switch according to the device operation parameters of all the devices to be controlled and the predetermined device parameter configuration information, the method further comprises:

6. The method for controlling a multimode-aware fused intelligent switch according to claim 5, wherein generating a real-time perception state corresponding to the current environment according to the perception original information and the user behavior information comprises:

7. The method for controlling a multimode-aware fused intelligent switch according to claim 6, wherein for each device to be controlled, determining the device operation parameters of the device to be controlled according to the sensing characteristic information and the real-time sensing state comprises:

8. An intelligent switch control device with multimode sensing fusion, characterized in that the device comprises:

9. An intelligent switch control device with multimode sensing fusion, characterized in that the device comprises:

a memory storing executable program code;

a processor coupled to the memory;

the processor invokes the executable program code stored in the memory to perform the multi-mode aware fusion intelligent switch control method of any of claims 1-7.

10. A computer storage medium storing computer instructions which, when invoked, are operable to perform the multimode-aware fused intelligent switch control method of any one of claims 1-7.