Bluetooth equipment layout method and device, equipment and storage medium

Abstract

The embodiment of the invention relates to the field of equipment layout, and discloses a Bluetooth equipment layout method and device, equipment and a storage medium, and the method comprises the steps: building an environment model of a target environment, and building a signal attenuation model based on the environment model; performing analog simulation by using the signal attenuation model to obtain a simulation result; obtaining a layout optimization target which is input by a user and needs to be met by the to-be-arranged Bluetooth equipment; and based on the simulation result and the layout optimization target, calculating the optimal layout position of the to-be-arranged Bluetooth device by using a preset layout optimization algorithm, and generating a first optimal layout scheme. The Bluetooth device layout method disclosed by the invention solves the problem that the Bluetooth device is difficult to adapt to a complex family environment due to manual layout, and improves the layout efficiency of the Bluetooth device. At least scientific planning and automatic adjustment of the Bluetooth device layout can be realized, and the uniformity and stability of Bluetooth signal coverage are improved, so that the overall performance and user experience of the smart home system are improved.

Description

Technical Field

[0001] The embodiments of the present invention relate to the field of device layout, and in particular to a Bluetooth device layout method, apparatus, device and storage medium. Background Art

[0002] With the rapid development of smart home, Bluetooth technology has become one of the key technologies to achieve device interconnection and intelligent control. Smart home generally connects various devices in the home (such as audio and video equipment, lighting systems, curtain control, air conditioning control, security systems, digital cinema systems, audio and video servers, video cabinet systems, network appliances, etc.) through wireless Internet of Things technology. The wireless signal strength at the spatial location where the smart home devices are deployed plays a key role in the use of each device.

[0003] However, in actual applications, the layout of existing Bluetooth devices in home environments mostly relies directly on manual experience. The layout of Bluetooth devices often lacks scientific planning and optimization, resulting in frequent problems such as signal blind spots and overlapping areas, which seriously affects the accuracy of Bluetooth direction finding and user experience, and is difficult to adapt to the complex and changeable home environment. Summary of the invention

[0004] The purpose of the present invention is to at least provide a Bluetooth device layout method, apparatus, device and storage medium, which can at least solve the problem that artificially arranged Bluetooth devices are difficult to adapt to complex home environments, at least achieve scientific planning and automatic adjustment of Bluetooth device layout, improve the accuracy of Bluetooth direction finding, reduce signal blind spots, enhance the uniformity and stability of signal coverage, thereby improving the overall performance and user experience of the smart home system.

[0005] To solve the above technical problems, at least one embodiment of the present application provides a Bluetooth device layout method, including:

[0006] Establishing an environmental model of a target environment, and establishing a signal attenuation model of a Bluetooth signal in the target environment based on the environmental model;

[0007] The signal attenuation model is used to simulate the signal coverage and signal strength of the Bluetooth devices to be deployed under different position layout schemes in the target environment to obtain simulation results; the Bluetooth devices to be deployed are configured with layout configuration parameters, and the layout configuration parameters at least include environmental requirement parameters and / or device performance parameters;

[0008] Obtaining a layout optimization target that needs to be satisfied by the Bluetooth devices to be deployed, which is input by a user;

[0009] Based on the simulation results and the layout optimization target, the optimal layout positions of the Bluetooth devices to be deployed are calculated using a preset layout optimization algorithm, and a first optimal layout solution is generated.

[0010] At least one embodiment of the present application also provides a Bluetooth device layout device, including a model building module, which is used to establish an environmental model of the target environment, and establish a signal attenuation model of the Bluetooth signal in the target environment based on the environmental model; a simulation module, which is used to use the signal attenuation model to simulate the signal coverage range and signal strength of the Bluetooth device to be deployed under different position layout schemes in the target environment to obtain simulation results; the Bluetooth device to be deployed is configured with layout configuration parameters, and the layout configuration parameters at least include environmental requirement parameters and / or device performance parameters; a data acquisition module, which is used to obtain the layout optimization target that the Bluetooth device to be deployed needs to meet, which is input by the user; a layout recommendation module, which is used to calculate the optimal layout position of the Bluetooth device to be deployed based on the simulation results and the layout optimization target, using a preset layout optimization algorithm, and generate a first optimal layout scheme.

[0011] At least one embodiment of the present application also provides an electronic device, comprising: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions executable by the at least one processor, and the instructions are executed by the at least one processor so that the at least one processor can execute the above-mentioned Bluetooth device layout method.

[0012] At least one embodiment of the present application further provides a computer-readable storage medium storing a computer program, wherein the computer program implements the above-mentioned Bluetooth device layout method when executed by a processor.

[0013] The Bluetooth device layout method, apparatus, device and storage medium provided in the embodiments of the present application establish an environmental model for the target environment, and simulate the Bluetooth devices to be deployed in combination with the signal attenuation model to form a simulation result. After the user determines the optimization target, the layout optimization algorithm is used in combination with the simulation result for calculation, and the first optimal layout plan that records the optimal layout positions of the Bluetooth devices to be deployed is automatically generated, thereby realizing scientific planning and automatic adjustment of the Bluetooth device layout, and can significantly improve the accuracy of Bluetooth direction finding, reduce signal blind spots, and enhance the uniformity and stability of signal coverage, thereby improving the overall performance and user experience of the smart home system.

[0014] In some optional embodiments, the obtaining of the layout optimization target that the Bluetooth devices to be deployed need to meet and that are input by the user includes:

[0015] Acquire the coverage requirement information of the Bluetooth signal of the Bluetooth device to be deployed in the target environment input by the user;

[0016] An optimization target for layout of the to-be-deployed Bluetooth devices is determined according to the coverage requirement information.

[0017] By obtaining the user's layout coverage requirements, we can generate optimization goals based on the user's coverage requirements, and then recommend the optimal layout plan that meets the user's needs, thereby improving user satisfaction and experience.

[0018] In some optional embodiments, the method further includes:

[0019] The first optimal layout solution is actually deployed in the target environment, and the signal strength and signal coverage of the Bluetooth signal in the target environment are actually measured;

[0020] The optimal layout positions of the Bluetooth devices to be deployed in the first optimal layout scheme are adjusted according to the measured signal strength and signal coverage range of the Bluetooth signals in the target environment, and a second optimal layout scheme is generated.

[0021] By combining real-time monitoring to dynamically adjust the first optimal layout solution, the laid-out Bluetooth devices can quickly adapt to environmental changes and maintain the optimal state of the Bluetooth signal.

[0022] In some optional embodiments, after generating the first optimal layout solution, the method further includes:

[0023] Obtaining user feedback on the first optimal layout solution;

[0024] According to the feedback information, the configuration parameters of the Bluetooth device to be deployed, the layout optimization goals and at least one goal in the layout optimization algorithm are adjusted, and the optimal layout position of the Bluetooth device to be deployed is recalculated based on the adjustment, and an updated first optimal layout plan is generated.

[0025] By updating the first optimal layout solution in combination with user feedback information, the layout solution finally provided is more in line with user needs, thereby improving user experience.

[0026] In some optional embodiments, obtaining user feedback information on the first optimal layout solution includes:

[0027] Obtaining a confirmation feedback signal from the user regarding the first current optimal layout solution, and determining whether the user agrees with the first current optimal layout solution according to the confirmation feedback signal;

[0028] If it is determined that the user disagrees with the first current optimal layout solution, the feedback information is further obtained on whether the user changes at least one of the layout configuration parameters of the Bluetooth devices to be currently arranged, the layout optimization target and the layout optimization algorithm.

[0029] In some optional embodiments, multiple models of Bluetooth devices are provided, and at least one layout configuration parameter is set for each model of Bluetooth device to form a standardized specification set for Bluetooth devices;

[0030] Configuring the layout configuration parameters for the Bluetooth devices to be deployed includes:

[0031] The layout configuration parameters matching the model of the Bluetooth device to be deployed are selected from a preset standardized specification set for parameter configuration.

[0032] In some optional embodiments, the method further includes:

[0033] Provide a variety of scene function space environments, and set at least one location layout scheme for Bluetooth devices for each scene function space environment, forming a modular specification set for the space environment;

[0034] The process of determining the location layout scheme in the target environment of the simulation includes:

[0035] A spatial environment similar to the target environment in scene function is selected from a preset modular specification set, and at least one location layout scheme for Bluetooth devices corresponding to the spatial environment is used as the location layout scheme to be simulated.

[0036] In some optional embodiments, the method further includes:

[0037] When the Bluetooth device to be deployed is a smart mobile device, the movement trajectory of the Bluetooth device to be deployed in the target environment is determined according to the first optimal layout plan, and the Bluetooth device to be deployed is controlled to automatically move to the position recommended in the first optimal layout plan based on the movement trajectory. BRIEF DESCRIPTION OF THE DRAWINGS

[0038] One or more embodiments are exemplarily described by the pictures in the corresponding drawings, and these exemplary descriptions do not constitute limitations on the embodiments.

[0039] Figure 1 This is a process of a Bluetooth device layout method provided by an embodiment of the present application Figure 1 ;

[0040] Figure 2 This is a process of a Bluetooth device layout method provided by an embodiment of the present application Figure 2 ;

[0041] Figure 3 This is a process of a Bluetooth device layout method provided by an embodiment of the present application Figure 3 ;

[0042] Figure 4 An embodiment of the present application provides Figure 3 The process of step 301 Figure 1 ;

[0043] Figure 5 This is a process of a Bluetooth device layout method provided by an embodiment of the present application Figure 4 ;

[0044] Figure 6 This is a process of a Bluetooth device layout method provided by an embodiment of the present application Figure 5 ;

[0045] Figure 7 is a schematic diagram of a Bluetooth device layout device provided by another embodiment of the present application;

[0046] Figure 8 is a structural schematic diagram of an electronic device provided by another embodiment of the present application;

[0047] Fig. 9 It is a schematic diagram of the structure of a storage medium provided by another embodiment of the present application. DETAILED DESCRIPTION

[0048] To make the purpose, technical scheme and advantages of the embodiments of the present application clearer, the embodiments of the present application will be described in detail below in conjunction with the accompanying drawings. However, it will be appreciated by those skilled in the art that in the present application, many technical details are proposed in order to enable the reader to better understand the present application. However, even without these technical details and various changes and modifications based on the following embodiments, the technical scheme claimed in the present application can also be implemented. The division of the following embodiments is for the convenience of description, and the specific implementation of the present application should not be construed as any limitation, and the various embodiments can be combined and referenced with each other under the premise of no contradiction.

[0049] In order to facilitate understanding of the embodiments of the present application, relevant content about the layout of Bluetooth devices is first introduced here.

[0050] In the field of smart home, the accuracy of Bluetooth direction-finding technology is restricted by many factors, among which the layout of Bluetooth devices is a particularly critical link. Traditional layout methods often rely on manual experience and trial and error, lacking scientificity and systematicity, resulting in uneven Bluetooth signal coverage, blind spots, signal interference and other problems, which seriously affect the accuracy of Bluetooth direction-finding and the overall performance of the smart home system. In addition, with the continuous increase of smart home devices and the dynamic changes in the environment, how to quickly adapt to and optimize the layout has become a technical problem that needs to be solved urgently.

[0051] In order to solve the above-mentioned technical problems such as the difficulty of artificial Bluetooth layout to adapt to the home environment, the present invention proposes a Bluetooth device layout method. The implementation details of the Bluetooth device layout method of this embodiment are specifically described below. The following content is only the implementation details provided for the convenience of understanding and is not necessary for the implementation of this solution.

[0052] Embodiment 1:

[0053] The Bluetooth device layout method of this embodiment can be applied to electronic devices with communication, computing and data storage capabilities. The specific process can be as follows: Figure 1 As shown, steps 101-104 are included, specifically including:

[0054] Step 101, establishing an environment model of a target environment, and establishing a signal attenuation model of a Bluetooth signal in the target environment based on the environment model;

[0055] Specifically, the target environment is a home environment, and a three-dimensional environmental model is established for the home environment to accurately reflect the geometric shape, material properties and obstacle locations of the rooms in the home environment.

[0056] In some embodiments, establishing the environment model of the target environment includes obtaining scanning information of the target environment scanned by an intelligent scanning device; and constructing the environment model of the target environment according to the scanning information.

[0057] Among them, the intelligent scanning device uses intelligent devices such as laser radar, camera, etc., which can be combined with the smart home devices deployed in the current target environment for scanning.

[0058] Furthermore, the signal attenuation model is established based on the propagation characteristics of the Bluetooth signal combined with the environmental model to predict the attenuation degree of the Bluetooth signal at different locations and directions.

[0059] Step 102, using the signal attenuation model to simulate the signal coverage and signal strength of the Bluetooth devices to be deployed under different location layout schemes in the target environment to obtain simulation results; the Bluetooth devices to be deployed are configured with layout configuration parameters, and the layout configuration parameters include at least environmental requirement parameters and / or device performance parameters.

[0060] Specifically, environmental requirement parameters include the coverage range of Bluetooth devices and the coverage strength of Bluetooth signals, and device performance parameters include the frequency, power and wavelength of the device.

[0061] Through the simulation results, we can intuitively see the Bluetooth signal blind spots and signal overlapping areas of the planned Bluetooth devices in the target environment, so that users can adjust the corresponding Bluetooth layout configuration parameters to provide a layout solution that meets user needs.

[0062] Step 103, obtaining the layout optimization target that needs to be met by the Bluetooth devices to be deployed, which is input by the user;

[0063] Specifically, step 103 includes:

[0064] Acquire the coverage requirement information of the Bluetooth signal of the Bluetooth device to be deployed in the target environment input by the user;

[0065] An optimization target for layout of the to-be-deployed Bluetooth devices is determined according to the coverage requirement information.

[0066] Among them, the Bluetooth devices configured in the current target environment are further supplemented by the user's inspection and analysis of the simulation results to supplement the user's signal coverage requirements for the deployment of Bluetooth, so that optimization goals can be formed based on the user's actual needs for the home environment, thereby improving the user experience after layout.

[0067] Step 104: Based on the simulation result and the layout optimization target, a preset layout optimization algorithm is used to calculate the optimal layout positions of the Bluetooth devices to be deployed, and a first optimal layout solution is generated.

[0068] Specifically, the design of the layout optimization algorithm needs to be based on the environmental model and signal propagation simulation results, so that the layout optimization algorithm can automatically calculate and recommend the optimal Bluetooth device deployment location to meet the set optimization goals.

[0069] In some examples, the layout optimization algorithm includes any one of a greedy algorithm, a genetic algorithm, and a machine learning algorithm. In this embodiment, the user can select a layout optimization algorithm that is suitable for the user's layout requirements from the layout optimization algorithms preset in the system for calculation.

[0070] Among them, the execution process of different layout optimization algorithms is as follows:

[0071] Greedy algorithm: Starting from the initial position, gradually add or adjust the position of the Bluetooth device, each time selecting the position that can bring the greatest gain (such as increased signal coverage and improved positioning accuracy);

[0072] Genetic algorithm: simulates the biological evolution process and searches for the optimal solution in the solution space through operations such as selection, crossover, and mutation. Genetic algorithm can handle complex layout problems and find the global optimal solution;

[0073] Machine learning algorithm: Use machine learning technology to train and learn a large number of layout solutions and establish a mapping relationship between layout solutions and performance indicators. By inputting new environmental parameters, the optimal layout solution can be quickly generated.

[0074] In this embodiment, an environmental model is established for the target environment, and the Bluetooth devices to be deployed are simulated in combination with a signal attenuation model to form a simulation result. After the user determines the optimization target, the layout optimization algorithm is used in combination with the simulation result for calculation, and the first optimal layout plan that records the optimal layout positions of the Bluetooth devices to be deployed is automatically generated, thereby realizing scientific planning and automatic adjustment of the layout of Bluetooth devices, and can significantly improve the accuracy of Bluetooth direction finding, reduce signal blind spots, and enhance the uniformity and stability of signal coverage, thereby improving the overall performance and user experience of the smart home system.

[0075] In some embodiments, Figure 2 As shown, the Bluetooth device layout method also includes:

[0076] Step 201: provide multiple models of Bluetooth devices, and set at least one layout configuration parameter for each model of Bluetooth device to form a standardized specification set for Bluetooth devices;

[0077] Based on the standardized specification set formed in step 201, when performing simulation in step 102, the layout configuration parameters are configured for the Bluetooth devices to be deployed, including:

[0078] The layout configuration parameters matching the model of the Bluetooth device to be deployed are selected from a preset standardized specification set for parameter configuration.

[0079] Specifically, the layout configuration parameters include device selection, layout principles, and performance indicators. By forming a standardized specification set, the system can automatically match the layout configuration parameters of the Bluetooth devices to be deployed, so that Bluetooth devices of different brands and models can achieve interoperability and compatibility in the target environment of this system layout.

[0080] In some embodiments, Figure 2 As shown, the Bluetooth device layout method also includes:

[0081] Step 202: provide a plurality of spatial environments of scene functions, and set at least one location layout scheme for Bluetooth devices for each spatial environment of scene function, so as to form a modular specification set for the spatial environment;

[0082] Based on the content of step 202, the location layout scheme is determined for the simulation in step 102, specifically:

[0083] The process of determining the location layout scheme in the target environment of the simulation includes: selecting a spatial environment that is similar to the target environment in scene function from a preset modular specification set, and using at least one location layout scheme for Bluetooth devices corresponding to the spatial environment as the location layout scheme to be performed for the simulation.

[0084] Specifically, scene functions include living rooms, bedrooms and other home scenes. By setting the location layout plan for the spatial environment of each scene function, it is convenient to directly select the corresponding location layout plan during simulation, so as to simulate the Bluetooth devices to be laid out. This can help simplify the layout process, improve layout efficiency, and facilitate users to make flexible adjustments according to actual needs.

[0085] In some embodiments, after step 104, Figure 3 As shown, the Bluetooth device layout method also includes:

[0086] Step 301: Obtain user feedback information on the first optimal layout solution;

[0087] Step 302: adjust the configuration parameters of the Bluetooth device to be deployed, the layout optimization goals and at least one goal of the layout optimization algorithm according to the feedback information, recalculate the optimal layout position of the Bluetooth device to be deployed based on the adjustment, and generate an updated first optimal layout plan.

[0088] Specifically, through the user's feedback information on the first optimal layout plan, the first optimal layout plan can be further updated in combination with the user's feedback information, so that the first optimal layout plan can be flexibly adjusted in combination with user needs, thereby improving the user experience and providing a Bluetooth layout plan that is more suitable for the current user's home use needs.

[0089] In some examples, step 301, such as Figure 4 As shown, specifically including:

[0090] Step 3011: obtaining a confirmation feedback signal from the user regarding the first optimal layout solution, and determining whether the user agrees with the first optimal layout solution according to the confirmation feedback signal;

[0091] Step 3012: If it is determined that the user disagrees with the first optimal layout solution, further obtaining the user's feedback information on whether to change at least one of the layout configuration parameters of the Bluetooth devices to be currently deployed, the layout optimization target, and the layout optimization algorithm;

[0092] Step 3013: If agreed, output the current first optimal layout solution.

[0093] Among them, Figure 5As shown, in step 3012, the user can input the change information of at least one of the layout configuration parameters, the layout optimization target and the layout optimization algorithm according to his own needs. In this embodiment, when the user changes the layout configuration parameters of the Bluetooth device to be arranged, the simulation is re-executed in step 102 to form an updated simulation result, and the first optimal layout scheme is updated using the updated simulation result; when the user changes the layout optimization target and / or the layout optimization algorithm, the step 104 is returned to update the first optimal layout scheme using the layout optimization target and the layout optimization algorithm in the feedback information to meet the user's usage needs. Through the user's feedback information, the first optimal layout scheme can be continuously optimized and updated, thereby improving user satisfaction and experience.

[0094] Furthermore, after finally generating the first optimal layout plan that meets user needs and obtaining a feedback signal of user consent, the relevant data of the first optimal layout plan can be used as training data, so as to optimize the layout optimization algorithm using the training data to facilitate the accuracy of the layout plan generated during subsequent Bluetooth device layout.

[0095] In some embodiments, after the first optimal layout solution is generated in step 104, Figure 6 As shown, the layout method also includes:

[0096] Step 105: actually deploying the first optimal layout solution in the target environment, and actually measuring the signal strength and signal coverage of the Bluetooth signal in the target environment;

[0097] Step 106: adjust the optimal layout positions of the Bluetooth devices to be deployed in the first optimal layout scheme according to the measured signal strength and signal coverage of the Bluetooth signals in the target environment, and generate a second optimal layout scheme.

[0098] By real-time detecting the signal strength and signal coverage of the Bluetooth signal during the use of the Bluetooth devices to be deployed through the first optimal layout plan, the monitoring results can be dynamically used to generate the second optimal layout plan, thereby dynamically adjusting the layout of the Bluetooth devices. For example, when a signal blind spot is found in a certain area, the position or power of the nearby Bluetooth devices can be adjusted to improve the signal coverage.

[0099] Furthermore, in order to facilitate the response to the first optimal layout solution, when the Bluetooth device to be deployed is a smart mobile device, the movement trajectory of the Bluetooth device to be deployed in the target environment is determined according to the first optimal layout solution, and the Bluetooth device to be deployed is controlled to automatically move to the position recommended in the first optimal layout solution based on the movement trajectory. By generating a movement trajectory, it is convenient for the smart mobile device to automatically move to the target position, thereby improving the convenience of operation.

[0100] In addition, the second optimal layout solution can also generate movement trajectories for smart mobile devices, so that smart mobile Bluetooth devices can automatically adjust their positions and automatically perform dynamic adjustments to the layout of Bluetooth devices, which not only facilitates the improvement of signal coverage, but also simplifies user operations and improves user satisfaction and experience. Through real-time monitoring and dynamic adjustment mechanisms, it can quickly adapt to environmental changes and maintain the optimal state of Bluetooth signals.

[0101] Embodiment 2:

[0102] Another embodiment of the present application relates to a Bluetooth device layout device. The implementation details of the Bluetooth device layout device of this embodiment are specifically described below. The following content is only for the convenience of understanding the implementation details provided, and is not necessary for implementing this solution. The schematic diagram of the Bluetooth device layout device of this embodiment can be as follows Figure 7 As shown, it includes a model building module 801 , a simulation module 802 , a data acquisition module 803 and a layout recommendation module 804 .

[0103] A model building module 801 is used to build an environment model of a target environment, and to build a signal attenuation model of a Bluetooth signal in the target environment based on the environment model;

[0104] The simulation module 802 is used to simulate the signal coverage and signal strength of the Bluetooth devices to be deployed under different location layout schemes in the target environment using the signal attenuation model to obtain simulation results; the Bluetooth devices to be deployed are configured with layout configuration parameters, and the layout configuration parameters at least include environmental requirement parameters and / or device performance parameters;

[0105] The data acquisition module 803 is used to acquire the layout optimization target that the Bluetooth devices to be deployed need to meet and that are input by the user;

[0106] The layout recommendation module 804 is used to calculate the optimal layout positions of the Bluetooth devices to be deployed based on the simulation results and the layout optimization target using a preset layout optimization algorithm, and generate a first optimal layout solution.

[0107] In this embodiment, the data acquisition module 803 is connected to the simulation module 802 and the layout recommendation module 804 to input the layout configuration parameters of the Bluetooth devices to be deployed to the simulation module 802 and to input the layout optimization target to the layout recommendation module 804 .

[0108] It is worth mentioning that all modules involved in this embodiment are logic modules. In practical applications, a logic unit can be a physical unit, a part of a physical unit, or a combination of multiple physical units. In addition, in order to highlight the innovative part of this application, this embodiment does not introduce units that are not closely related to solving the technical problems proposed by this application, but this does not mean that there are no other units in this embodiment.

[0109] Embodiment three:

[0110] Another embodiment of the present application relates to an electronic device, such as Figure 8 As shown, it includes: at least one processor 901; and a memory 902 that is communicatively connected to the at least one processor 901; wherein the memory 902 stores instructions that can be executed by the at least one processor 901, and the instructions are executed by the at least one processor 901 so that the at least one processor 901 can execute the Bluetooth device layout method in the above-mentioned embodiments.

[0111] Among them, the memory and the processor are connected in a bus manner, and the bus may include any number of interconnected buses and bridges, and the bus connects various circuits of one or more processors and memories together. The bus can also connect various other circuits such as peripherals, voltage regulators, and power management circuits, which are well known in the art and are therefore not further described herein. The bus interface provides an interface between the bus and the transceiver. The transceiver can be one element or multiple elements, such as multiple receivers and transmitters, providing a unit for communicating with various other devices on a transmission medium. The data processed by the processor is transmitted on a wireless medium via an antenna, and further, the antenna also receives data and transmits the data to the processor.

[0112] The processor is responsible for managing the bus and general processing, and can also provide various functions, including timing, peripheral interfaces, voltage regulation, power management, and other control functions. Memory can be used to store data used by the processor when performing operations.

[0113] Embodiment 4:

[0114] Another embodiment of the present application relates to a computer-readable storage medium, such as Fig. 9 As shown, a computer program 31 is stored. When the computer program 31 is executed by a processor, the above method embodiment is implemented.

[0115] That is, those skilled in the art can understand that all or part of the steps in the above-mentioned embodiment method can be completed by instructing the relevant hardware through a program, and the program is stored in a storage medium, including a number of instructions to enable a device (which can be a single-chip microcomputer, chip, etc.) or a processor to execute all or part of the steps of the method described in each embodiment of the present application. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (Read-Only Memory, referred to as: ROM), random access memory (Random Access Memory, referred to as: RAM), disk or optical disk and other media that can store program codes.

[0116] Those skilled in the art will appreciate that the above embodiments are specific embodiments for implementing the present application, and in actual applications, various changes may be made thereto in form and detail without departing from the spirit and scope of the present application.

Claims

1. A method for deploying Bluetooth devices, characterized in that: include: Establishing an environmental model of a target environment, and establishing a signal attenuation model of a Bluetooth signal in the target environment based on the environmental model; The signal attenuation model is used to simulate the signal coverage and signal strength of the Bluetooth devices to be deployed under different position layout schemes in the target environment to obtain simulation results; the Bluetooth devices to be deployed are configured with layout configuration parameters, and the layout configuration parameters at least include environmental requirement parameters and / or device performance parameters; Obtaining a layout optimization target that needs to be satisfied by the Bluetooth devices to be deployed, which is input by a user; Based on the simulation results and the layout optimization target, the optimal layout positions of the Bluetooth devices to be deployed are calculated using a preset layout optimization algorithm, and a first optimal layout solution is generated.

2. The method for arranging Bluetooth devices according to claim 1, characterized in that: The obtaining of the layout optimization target that the proposed layout Bluetooth devices need to meet and that are input by the user includes: Obtaining coverage requirement information of Bluetooth signals of the Bluetooth devices to be deployed in the target environment input by the user; An optimization target for layout of the to-be-deployed Bluetooth devices is determined according to the coverage requirement information.

3. The method for arranging Bluetooth devices according to claim 1, characterized in that: The method further comprises: The first optimal layout solution is actually deployed in the target environment, and the signal strength and signal coverage of the Bluetooth signal in the target environment are actually measured; The optimal layout positions of the Bluetooth devices to be deployed in the first optimal layout scheme are adjusted according to the measured signal strength and signal coverage range of the Bluetooth signals in the target environment, and a second optimal layout scheme is generated.

4. The method for arranging Bluetooth devices according to claim 1, characterized in that: After generating the first optimal layout solution, the method further includes: Obtaining user feedback on the first optimal layout solution; According to the feedback information, the configuration parameters of the Bluetooth device to be deployed, the layout optimization goals and at least one goal in the layout optimization algorithm are adjusted, and the optimal layout position of the Bluetooth device to be deployed is recalculated based on the adjustment, and an updated first optimal layout plan is generated.

5. The method for arranging Bluetooth devices according to claim 4, characterized in that: The obtaining feedback information from the user on the first optimal layout solution includes: Obtaining a confirmation feedback signal from the user regarding the first current optimal layout solution, and determining whether the user agrees with the first current optimal layout solution according to the confirmation feedback signal; If it is determined that the user disagrees with the first current optimal layout solution, the feedback information is further obtained on whether the user changes at least one of the layout configuration parameters of the Bluetooth devices to be currently arranged, the layout optimization target and the layout optimization algorithm.

6. The method for placing Bluetooth devices according to claim 1, characterized in that: The method further comprises: Provide multiple models of Bluetooth devices, and set at least one layout configuration parameter for each model of Bluetooth device to form a standardized specification set for Bluetooth devices; Configuring the layout configuration parameters for the Bluetooth devices to be deployed includes: The layout configuration parameters matching the model of the Bluetooth device to be deployed are selected from a preset standardized specification set for parameter configuration.

7. The method for arranging Bluetooth devices according to claim 1, characterized in that: The method further comprises: Provide a variety of scene function space environments, and set at least one location layout scheme for Bluetooth devices for each scene function space environment, forming a modular specification set for the space environment; The process of determining the location layout scheme in the target environment of the simulation includes: A spatial environment similar to the target environment in scene function is selected from a preset modular specification set, and at least one location layout scheme for Bluetooth devices corresponding to the spatial environment is used as the location layout scheme to be simulated.

8. The method for placing Bluetooth devices according to claim 1, characterized in that: The method further comprises: When the Bluetooth device to be deployed is a smart mobile device, the movement trajectory of the Bluetooth device to be deployed in the target environment is determined according to the first optimal layout plan, and the Bluetooth device to be deployed is controlled to automatically move to the position recommended in the first optimal layout plan based on the movement trajectory.

9. A Bluetooth device layout device, characterized in that: include: A model building module, used to build an environment model of a target environment, and to build a signal attenuation model of a Bluetooth signal in the target environment based on the environment model; A simulation module is used to simulate the signal coverage and signal strength of the Bluetooth devices to be deployed under different position layout schemes in the target environment using the signal attenuation model to obtain simulation results; the Bluetooth devices to be deployed are configured with layout configuration parameters, and the layout configuration parameters at least include environmental requirement parameters and / or device performance parameters; A data acquisition module, used to acquire the layout optimization target that the Bluetooth devices to be deployed need to meet, which is input by the user; The layout recommendation module is used to calculate the optimal layout position of the Bluetooth device to be arranged based on the simulation result and the layout optimization target by using a preset layout optimization algorithm, and generate a first optimal layout solution.

10. An electronic device, characterized in that: include: at least one processor; as well as, a memory communicatively connected to the at least one processor; wherein, The memory stores instructions that can be executed by the at least one processor, and the instructions are executed by the at least one processor to enable the at least one processor to execute the Bluetooth device layout method according to any one of claims 1 to 8.

11. A computer-readable storage medium storing a computer program, characterized in that: When the computer program is executed by a processor, the Bluetooth device layout method according to any one of claims 1 to 8 is implemented.

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