Urban park intelligent guide system and method

Abstract

The invention relates to the technical field of Internet of Things, and provides an urban park intelligent guide method and system. Environment data corresponding to all the position areas are collected through sensing equipment arranged in the park; preprocessing the environment data to generate preprocessed data so as to determine a comfort index corresponding to each position area, and controlling the working state of facilities in the park according to the comfort index; acquiring the current position of the user; and generating a touring route according to the current position and the comfort index corresponding to each position area, and displaying the touring route in a terminal interface. The environment data is collected in real time through the sensing equipment arranged in the park, the comfort index of each position area is determined after preprocessing, the system can generate a personalized touring route according to the current position of a user, the personalized touring route is displayed in a terminal interface, and the touring experience of tourists is greatly improved. Meanwhile, the system can intelligently regulate and control the working state of park facilities, optimize facility management and improve the utilization rate.

Description

Technical Field

[0001] The present application relates to the field of Internet of Things technology, and more specifically, to a smart guidance method and system for urban parks. Background Art

[0002] IoT technology enables various devices in urban parks (such as sensors, cameras, RFID tags, etc.) to be interconnected and collect and transmit data in real time. These data include visitor flow, environmental parameters (such as temperature, humidity, air quality), facility status, etc., providing a rich data source for the smart guide system.

[0003] In the prior art, maps are generally displayed at various scenic spots in the park. This display method is relatively fixed and cannot be changed in real time according to user needs and the construction and renovation of the park, resulting in incomplete park guide information and low efficiency. Summary of the invention

[0004] The embodiments of the present application provide a method and system for intelligent guidance in urban parks, which can at least to a certain extent solve the problems of incomplete park guidance information and low efficiency.

[0005] Other features and advantages of the present application will become apparent from the following detailed description, or may be learned in part by the practice of the present application.

[0006] According to one aspect of the present application, a smart guidance method for an urban park is provided, comprising: collecting environmental data corresponding to each location area through sensor equipment arranged in the park; preprocessing the environmental data to generate preprocessed data; determining the comfort index corresponding to each location area based on the preprocessed data, and controlling the working status of facilities in the park based on the comfort index; obtaining the current location of the user; generating a tour route based on the current location and the comfort index corresponding to each location area, and displaying it in a terminal interface.

[0007] In the present application, based on the aforementioned scheme, the environmental data corresponding to each location area is collected by sensor equipment deployed in the park, including: deploying sensor equipment in the park and building multiple ad hoc networks between the sensor equipment; acquiring the environmental data collected by each sensor equipment through the ad hoc network, and uploading the environmental data to the server.

[0008] In the present application, based on the aforementioned solution, the preprocessing of the environmental data to generate preprocessed data includes: performing data cleaning and data normalization processing on the environmental data to generate preprocessed data.

[0009] In the present application, based on the aforementioned scheme, the comfort index corresponding to each location area is determined according to the pre-processed data, including: determining the weights and contribution parameters corresponding to each environmental factor according to the environmental factors in the pre-processed data, the environmental factors including ambient temperature, humidity and ultraviolet data; determining the comfort index corresponding to each location area according to the weights and the contribution parameters.

[0010] In the present application, based on the aforementioned scheme, controlling the working status of facilities in the park according to the comfort index includes: determining the working status corresponding to the comfort index according to the control rules formulated for each facility; and controlling the operation of the facilities in the park according to the working status.

[0011] In the present application, based on the aforementioned scheme, a tour route is generated according to the comfort index corresponding to the current location and each location area, including: selecting a preset number of high comfort index areas according to the comfort index and a preset threshold; using a path planning algorithm, combined with the tourist's current location and area priority, to generate a tour route starting from the current location and passing through the high comfort index area.

[0012] In the present application, based on the aforementioned solution, it also includes: updating the tour route according to the user's current location and displaying it in the terminal interface.

[0013] According to one aspect of the present application, a city park smart guidance system is provided, comprising: A collection unit, used to collect environmental data corresponding to each location area through sensor equipment deployed in the park; A processing unit, used for preprocessing the environmental data to generate preprocessed data; A control unit, for determining the comfort index corresponding to each location area according to the pre-processed data, and controlling the working state of the facilities in the park according to the comfort index; Location unit, used to obtain the current location of the user; The display unit is used to generate a tour route according to the current location and the comfort index corresponding to each location area, and display it in the terminal interface.

[0014] In the present application, based on the aforementioned scheme, the environmental data corresponding to each location area is collected by sensor equipment deployed in the park, including: deploying sensor equipment in the park and building multiple ad hoc networks between the sensor equipment; acquiring the environmental data collected by each sensor equipment through the ad hoc network, and uploading the environmental data to the server.

[0015] In the present application, based on the aforementioned solution, the preprocessing of the environmental data to generate preprocessed data includes: performing data cleaning and data normalization processing on the environmental data to generate preprocessed data.

[0016] In the present application, based on the aforementioned scheme, the comfort index corresponding to each location area is determined according to the pre-processed data, including: determining the weights and contribution parameters corresponding to each environmental factor according to the environmental factors in the pre-processed data, the environmental factors including ambient temperature, humidity and ultraviolet data; determining the comfort index corresponding to each location area according to the weights and the contribution parameters.

[0017] In the present application, based on the aforementioned scheme, controlling the working status of facilities in the park according to the comfort index includes: determining the working status corresponding to the comfort index according to the control rules formulated for each facility; and controlling the operation of the facilities in the park according to the working status.

[0018] In the present application, based on the aforementioned scheme, a tour route is generated according to the comfort index corresponding to the current location and each location area, including: selecting a preset number of high comfort index areas according to the comfort index and a preset threshold; using a path planning algorithm, combined with the tourist's current location and area priority, to generate a tour route starting from the current location and passing through the high comfort index area.

[0019] In the present application, based on the aforementioned solution, it also includes: updating the tour route according to the user's current location and displaying it in the terminal interface.

[0020] According to one aspect of the present application, a computer-readable medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the urban park smart guidance method as described in the above embodiment is implemented.

[0021] According to one aspect of the present application, an electronic device is provided, comprising: one or more processors; a storage device for storing one or more programs, wherein when the one or more programs are executed by the one or more processors, the one or more processors implement the urban park smart guidance method as described in the above embodiments.

[0022] According to one aspect of the present application, a computer program product or a computer program is provided, the computer program product or the computer program including computer instructions, the computer instructions being stored in a computer-readable storage medium. A processor of a computer device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions, so that the computer device executes the urban park smart guidance method provided in the above-mentioned various optional implementations.

[0023] In the technical solution of the present application, environmental data corresponding to each location area is collected by sensor equipment arranged in the park; the environmental data is preprocessed to generate preprocessed data; the comfort index corresponding to each location area is determined based on the preprocessed data, and the working state of the facilities in the park is controlled based on the comfort index; the current location of the user is obtained; a tour route is generated based on the current location and the comfort index corresponding to each location area, and displayed in the terminal interface. By collecting environmental data in real time through sensor equipment arranged in the park, and determining the comfort index of each location area after preprocessing, the system can generate personalized tour routes based on the user's current location and display them in the terminal interface, greatly improving the tourists' tour experience. At the same time, the system can also intelligently control the working state of park facilities, optimize facility management, and improve utilization.

[0024] In addition, real-time monitoring of environmental data and tracking of visitor locations enhance the park's safety management. Overall, the system not only promotes energy conservation and emission reduction and sustainable development of the park, but also enhances the overall image of the park. It is a successful practice of the deep integration of modern information technology and park management.

[0025] It should be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the present application. BRIEF DESCRIPTION OF THE DRAWINGS

[0026] The drawings herein are incorporated into the specification and constitute a part of the specification, illustrate embodiments consistent with the present application, and together with the specification are used to explain the principles of the present application. Obviously, the drawings described below are only some embodiments of the present application, and for ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0027] Figure 1 The following schematically shows a flow chart of a smart guidance method for urban parks in one embodiment of the present application.

[0028] Figure 2 The flowchart of determining the comfort index in one embodiment of the present application is schematically shown.

[0029] Figure 3 A schematic diagram of a smart guidance system for a city park in one embodiment of the present application is schematically shown.

[0030] Figure 4 A schematic diagram of the structure of a computer system suitable for implementing an electronic device of an embodiment of the present application is shown. DETAILED DESCRIPTION

[0031] Example embodiments will now be described more fully with reference to the accompanying drawings. However, example embodiments can be implemented in a variety of forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this application will be more comprehensive and complete and fully convey the concept of the example embodiments to those skilled in the art.

[0032] In addition, described feature, structure or characteristic can be combined in one or more embodiments in any suitable manner. In the following description, many specific details are provided to provide a full understanding of the embodiments of the present application. However, those skilled in the art will appreciate that the technical scheme of the present application can be put into practice without one or more of the specific details, or other methods, components, devices, steps, etc. can be adopted. In other cases, known methods, devices, realizations or operations are not shown or described in detail to avoid blurring the various aspects of the application.

[0033] The block diagrams shown in the accompanying drawings are merely functional entities and do not necessarily correspond to physically independent entities. That is, these functional entities may be implemented in software form, or in one or more hardware modules or integrated circuits, or in different networks and / or processor devices and / or microcontroller devices.

[0034] The flowcharts shown in the accompanying drawings are only exemplary and do not necessarily include all the contents and operations / steps, nor must they be executed in the order described. For example, some operations / steps can be decomposed, and some operations / steps can be combined or partially combined, so the actual execution order may change according to actual conditions.

[0035] The implementation details of the technical solution of this application are described in detail below: Figure 1 The flowchart of the urban park smart guidance method according to one embodiment of the present application is shown. Figure 1 As shown, the city park smart guidance method includes at least steps S110 to S150, which are described in detail as follows: In step S110, environmental data corresponding to each location area is collected by sensor equipment deployed in the park.

[0036] In one embodiment of the present application, environmental data corresponding to each location area is collected by sensor equipment deployed in the park, including: Deploy sensor devices in the park and construct multiple ad hoc networks between the sensor devices; The environmental data collected by each sensor device is obtained through the self-organizing network, and the environmental data is uploaded to the server.

[0037] In one embodiment of the present application, sensor devices are deployed in a park, and in the process of building multiple ad hoc networks between the sensor devices, the location area corresponding to each sensor device is first obtained, and the networking range is determined according to a preset distance threshold. Then, according to the parameter information corresponding to the sensor devices in each networking range, the networking parameters corresponding to the sensor devices in a networking range are calculated as follows:

[0038] in, Indicates the current data volume of sensor device i, Indicates the current power of sensor device i. Indicates the total data volume of all sensor devices in the current networking range, mod indicates the remainder operation, represents the randomly generated network factor, represents the coordinates of the center position of the location area corresponding to the sensor device i and the adjacent sensor device j, Indicates the distance between the two.

[0039] After calculating the networking parameters, the sensor device corresponding to the highest networking parameter in the self-organizing network is selected as the relay node to collect the environmental data collected by each sensor device in the self-organizing network, and the collected environmental data is integrated and uploaded to the server.

[0040] Through the above process, the efficiency of data collection of each sensor device in the ad hoc network can be improved, thereby improving the data processing efficiency.

[0041] In step S120, the environmental data is preprocessed to generate preprocessed data.

[0042] In one embodiment of the present application, data cleaning and data normalization are performed on the environmental data to generate preprocessed data.

[0043] In one embodiment of the present application, the number and proportion of missing values ​​in the environmental data set are first checked. According to the distribution and importance of the missing values, it is decided whether to fill the missing values. In the filling process, the mean, median, mode or interpolation method can be used.

[0044] Optionally, you can use statistical or machine learning methods to detect outliers. Depending on your business logic and data characteristics, you can decide whether to keep outliers (if they represent real situations), correct them (replace them with reasonable values), or delete them.

[0045] During the data normalization process, Min-Max normalization, Z-score standardization, etc. can be used to eliminate the dimensional differences between different features and improve the convergence speed and accuracy of the algorithm.

[0046] Combine the cleaned data and normalized data into a complete data set. Perform a quality check on the preprocessed data set to ensure that the data cleaning and normalization are correct. Save the preprocessed data set to an appropriate storage medium for subsequent data analysis and modeling.

[0047] In step S130, the comfort index corresponding to each location area is determined according to the pre-processed data, and the working state of the facilities in the park is controlled according to the comfort index.

[0048] like Figure 2 As shown, in one embodiment of the present application, determining the comfort index corresponding to each location area according to the preprocessed data includes: S210, determining weights and contribution parameters corresponding to the environmental factors respectively according to the environmental factors in the preprocessed data, wherein the environmental factors include ambient temperature, humidity and ultraviolet data; S220: Determine a comfort index corresponding to each location area according to the weight and the contribution parameter.

[0049] In one embodiment of the present application, after preprocessing the environmental data to generate preprocessed data, the weights corresponding to the environmental factors such as the ambient temperature, humidity and ultraviolet data in the preprocessed data are determined. for:

[0050] in, i Indicates environmental factors (ambient temperature, humidity and UV data), Indicates the adjustment coefficient corresponding to each data type. x Indicates the current value of the data volume, Indicates the most comfortable value for the data type (for example, 25°C for temperature, 50% for humidity, or some lower value for UV).

[0051] At the same time, determine the contribution parameters of each environmental factor to comfort for:

[0052] in, Represents the contribution factor.

[0053] Then, the comfort index corresponding to each location area is determined according to the weight and the contribution parameter. for:

[0054] In summary, a complex comfort index calculation model is constructed in this embodiment, which comprehensively considers the ambient temperature, humidity and ultraviolet data, and expresses their influence on comfort through nonlinear functions and weight functions to obtain a more comprehensive and objective comfort index.

[0055] In one embodiment of the present application, controlling the working state of facilities in the park according to the comfort index includes: Determining the working state corresponding to the comfort index according to the control rules established for each facility; The operation of facilities in the park is controlled according to the working status.

[0056] After the comfort index is generated, the facilities in the park are automatically adjusted according to the comfort index, such as opening or closing parasols, adjusting the water volume of the sprinkler system, etc. Specifically, control rules are formulated for each facility, which define the working status of the facility based on the comfort index. For example, when the comfort index is below a certain threshold, the fountain can be turned on to increase the air humidity and coolness; when the ultraviolet intensity is too high, the parasol can be automatically opened to protect tourists from ultraviolet damage.

[0057] The above process can avoid unnecessary waste by dynamically adjusting the water volume of the fountain or sprinkler system according to the comfort index. For example, the water volume can be reduced when the weather is cool and the humidity is appropriate, and the water volume can be increased when the weather is hot and the humidity is low, so as to achieve the purpose of energy saving. By reasonably adjusting the water volume of the fountain and the spraying pattern of the sprinkler system, the microclimate in the park can be improved, such as increasing air humidity and lowering temperature, thereby improving the comfort of visitors. Intelligent control systems can avoid excessive operation of equipment, reduce wear and failure rate, and thus extend the service life of facilities. Intelligent control systems can realize automated management of facilities, reduce manual intervention, and improve work efficiency.

[0058] In step S140, the current location of the user is obtained.

[0059] In one embodiment of the present application, the user's geographic location is determined by receiving satellite signals using a global satellite positioning system. This method generally has high accuracy in open areas. The user's location can also be determined by detecting the Wi-Fi signal to which the user's device is connected and using the location information of known Wi-Fi access points, such as triangulation or fingerprint positioning.

[0060] In one embodiment of the present application, low-power Bluetooth technology can also be used to determine the relative position through signal transmission between devices.

[0061] In step S150, a tour route is generated according to the current location and the comfort index corresponding to each location area, and is displayed in the terminal interface.

[0062] In one embodiment of the present application, generating a tour route according to the current location and the comfort index corresponding to each location area includes: According to the comfort index and the preset threshold, a preset number of high comfort index areas are selected; A path planning algorithm is used to combine the current location and area priority of the tourist to generate a tour route starting from the current location and passing through the high comfort index area.

[0063] The various areas in the park are sorted according to the comfort index. The higher the comfort index of the area, the higher its priority. Through path planning, combined with the current location of the visitor and the priority of the area, a tour route is generated starting from the current location and passing through multiple high comfort index areas. If the visitor prefers to stay in a certain area instead of touring along a fixed route, the system can recommend one or more high comfort activity areas based on the comfort index and regional characteristics.

[0064] Specifically, each area in the park is regarded as a node in the graph, and the connectivity between areas (such as roads, trails, etc.) is regarded as the edge in the graph. In this way, the park can be abstracted as a graph structure, which is convenient for subsequent path planning. According to the level of comfort index, the various areas in the park can be sorted by sorting. The sorted area list will be arranged in order from high to low according to the comfort index, providing a basis for subsequent path planning. According to the size and complexity of the park and the tourists' tour needs, the shortest path from the current location to each high comfort index area can generate a more flexible tour route.

[0065] Optionally, in addition to the comfort index, the personal preferences of tourists (such as shade or sunshine, quiet or lively, etc.) can also be considered to optimize the tour route or activity area. Optionally, if the facilities in some areas with high comfort index (such as fountains, parasols, etc.) are under maintenance or closed, these factors should be taken into consideration to avoid directing tourists to these areas. Optionally, by monitoring and analyzing the flow of people in the park, it is possible to avoid directing tourists to overcrowded areas and improve the comfort and safety of the tour. Through the above method, tourists can be provided with a tour route or activity area recommendation that not only meets their personal preferences but also ensures the best comfort, thereby improving the tourists' tour experience and satisfaction.

[0066] In one embodiment of the present application, the tour route is updated according to the user's current location and displayed in the terminal interface.

[0067] In one embodiment of the present application, a map is displayed on a terminal interface (such as a mobile phone APP, a tablet device or a touch screen), and the user's current location, tour route and important attractions or facilities along the way are marked on the map. Navigation functions such as arrow instructions and voice prompts are provided to guide the user to tour along the planned route.

[0068] Optionally, by designing a user-friendly interactive interface, users can view detailed information (such as attraction introductions, facility status, etc.), adjust the tour order, pause or continue the tour, etc. Ensure that the interface can update the user's location and tour progress in real time, as well as any dynamic changes that may affect the tour route (such as facility closures, road closures, etc.). This allows the tour route to be dynamically updated based on the user's current location and displayed in the terminal interface, providing users with a more intelligent and personalized tour experience.

[0069] In the technical solution of the present application, environmental data corresponding to each location area is collected by sensor equipment arranged in the park; the environmental data is preprocessed to generate preprocessed data; the comfort index corresponding to each location area is determined based on the preprocessed data, and the working state of the facilities in the park is controlled based on the comfort index; the current location of the user is obtained; a tour route is generated based on the current location and the comfort index corresponding to each location area, and displayed in the terminal interface. By collecting environmental data in real time through sensor equipment arranged in the park, and determining the comfort index of each location area after preprocessing, the system can generate personalized tour routes based on the user's current location and display them in the terminal interface, greatly improving the tourists' tour experience. At the same time, the system can also intelligently control the working state of park facilities, optimize facility management, and improve utilization.

[0070] The following describes an embodiment of the device of the present application, which can be used to execute the urban park smart guidance method in the above-mentioned embodiment of the present application. It can be understood that the device can be a computer program (including program code) running in a computer device, for example, the device is an application software; the device can be used to execute the corresponding steps in the method provided in the embodiment of the present application. For details not disclosed in the embodiment of the device of the present application, please refer to the embodiment of the urban park smart guidance method described above in the present application.

[0071] Figure 3 A block diagram of an urban park smart guidance system according to an embodiment of the present application is shown.

[0072] Reference Figure 3 As shown, according to an embodiment of the present application, the city park smart guidance system includes: A collection unit 310 is used to collect environmental data corresponding to each location area through sensor equipment deployed in the park; The processing unit 320 is used to pre-process the environmental data to generate pre-processed data; A control unit 330 is used to determine the comfort index corresponding to each location area according to the pre-processed data, and control the working state of the facilities in the park according to the comfort index; A location unit 340 is used to obtain the current location of the user; The display unit 350 is used to generate a tour route according to the current location and the comfort index corresponding to each location area, and display it in the terminal interface.

[0073] In the present application, based on the aforementioned scheme, the environmental data corresponding to each location area is collected by sensor equipment deployed in the park, including: deploying sensor equipment in the park and building multiple ad hoc networks between the sensor equipment; acquiring the environmental data collected by each sensor equipment through the ad hoc network, and uploading the environmental data to the server.

[0074] In the present application, based on the aforementioned solution, the preprocessing of the environmental data to generate preprocessed data includes: performing data cleaning and data normalization processing on the environmental data to generate preprocessed data.

[0075] In the present application, based on the aforementioned scheme, the comfort index corresponding to each location area is determined according to the pre-processed data, including: determining the weights and contribution parameters corresponding to each environmental factor according to the environmental factors in the pre-processed data, the environmental factors including ambient temperature, humidity and ultraviolet data; determining the comfort index corresponding to each location area according to the weights and the contribution parameters.

[0076] In the present application, based on the aforementioned scheme, the working status of the facilities in the park is controlled according to the comfort index, including: determining the working status corresponding to the comfort index according to the control rules formulated for each facility; and controlling the operation of the facilities in the park according to the working status.

[0077] In the present application, based on the aforementioned scheme, a tour route is generated according to the comfort index corresponding to the current location and each location area, including: selecting a preset number of high comfort index areas according to the comfort index and a preset threshold; using a path planning algorithm, combined with the tourist's current location and area priority, to generate a tour route starting from the current location and passing through the high comfort index area.

[0078] In the present application, based on the aforementioned solution, it also includes: updating the tour route according to the user's current location and displaying it in the terminal interface.

[0079] In the technical solution of the present application, environmental data corresponding to each location area is collected by sensor equipment arranged in the park; the environmental data is preprocessed to generate preprocessed data; the comfort index corresponding to each location area is determined based on the preprocessed data, and the working state of the facilities in the park is controlled based on the comfort index; the current location of the user is obtained; a tour route is generated based on the current location and the comfort index corresponding to each location area, and displayed in the terminal interface. By collecting environmental data in real time through sensor equipment arranged in the park, and determining the comfort index of each location area after preprocessing, the system can generate personalized tour routes based on the user's current location and display them in the terminal interface, greatly improving the tourists' tour experience. At the same time, the system can also intelligently control the working state of park facilities, optimize facility management, and improve utilization.

[0080] Figure 4 A schematic diagram of the structure of a computer system suitable for implementing an electronic device of an embodiment of the present application is shown.

[0081] It should be noted that the computer system of the electronic device in this embodiment is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.

[0082] In this embodiment, the computer system includes a central processing unit 401, which can perform various appropriate actions and processes according to the program stored in the read-only memory 402 or the program loaded from the storage part 408 to the random access memory 403, such as executing the urban park smart guidance method described in the above embodiment. In the random access memory 403, various programs and data required for system operation are also stored. The central processing unit 401, the read-only memory 402 and the random access memory 403 are connected to each other via a bus 404. The input / output interface 405 is also connected to the bus 404.

[0083] The following components are connected to the input / output interface 405: an input section 406 including a keyboard, a mouse, etc.; an output section 407 including a cathode ray tube (CRT), a liquid crystal display (LCD), etc., and a speaker; a storage section 408 including a hard disk, etc.; and a communication section 409 including a network interface card such as a LAN (Local Area Network) card, a modem, etc. The communication section 409 performs communication processing via a network such as the Internet. A drive 410 is also connected to the input / output interface 405 as needed. A removable medium 411, such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, etc., is installed on the drive 410 as needed so that a computer program read therefrom is installed into the storage section 408 as needed.

[0084] In particular, according to an embodiment of the present application, the process described above with reference to the flowchart can be implemented as a computer software program. For example, an embodiment of the present application includes a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes a computer program for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network through the communication part 409, and / or installed from a removable medium 411. When the computer program is executed by the central processing unit 401, various functions defined in the system of the present application are executed.

[0085] It should be noted that the computer-readable medium shown in the embodiment of the present application may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM), a flash memory, an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In the present application, a computer-readable storage medium may be any tangible medium containing or storing a program, which may be used by or in combination with an instruction execution system, device or device. In the present application, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, which carries a computer-readable computer program. Such propagated data signals may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. Computer-readable signal media may also be any computer-readable medium other than computer-readable storage media, which may send, propagate, or transmit programs for use by or in conjunction with an instruction execution system, apparatus, or device. The computer program contained on the computer-readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wired, etc., or any suitable combination of the above.

[0086] The flowchart and block diagram in the accompanying drawings illustrate the possible architecture, functions and operations of the system, method and computer program product according to various embodiments of the present application. Wherein, each box in the flowchart or block diagram can represent a module, a program segment, or a part of the code, and the above-mentioned module, program segment, or a part of the code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the box can also occur in a different order from the order marked in the accompanying drawings. For example, two boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each box in the block diagram or flowchart, and the combination of boxes in the block diagram or flowchart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.

[0087] The units involved in the embodiments described in this application may be implemented by software or hardware, and the units described may also be set in a processor. The names of these units do not, in some cases, constitute limitations on the units themselves.

[0088] According to one aspect of the present application, a computer program product or a computer program is provided, the computer program product or the computer program comprising computer instructions, the computer instructions being stored in a computer-readable storage medium. A processor of a computer device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions, so that the computer device executes the methods provided in the above-mentioned various optional implementations.

[0089] As another aspect, the present application also provides a computer-readable medium, which may be included in the electronic device described in the above embodiment; or may exist independently without being assembled into the electronic device. The above computer-readable medium carries one or more programs, and when the above one or more programs are executed by an electronic device, the electronic device implements the urban park smart guidance method described in the above embodiment.

[0090] It should be noted that, although several modules or units of the equipment for action execution are mentioned in the above detailed description, this division is not mandatory. In fact, according to the embodiments of the present application, the features and functions of two or more modules or units described above can be embodied in one module or unit. On the contrary, the features and functions of one module or unit described above can be further divided into being embodied by multiple modules or units.

[0091] Through the description of the above implementation methods, it is easy for those skilled in the art to understand that the example implementation methods described here can be implemented by software, or by combining software with necessary hardware. Therefore, the technical solution according to the implementation method of the present application can be embodied in the form of a software product, which can be stored in a non-volatile storage medium (which can be a CD-ROM, a USB flash drive, a mobile hard disk, etc.) or on a network, including several instructions to enable a computing device (which can be a personal computer, a server, a touch terminal, or a network device, etc.) to execute the method according to the implementation method of the present application.

[0092] Those skilled in the art will readily appreciate other embodiments of the present application after considering the specification and practicing the embodiments disclosed herein. The present application is intended to cover any variations, uses or adaptations of the present application, which follow the general principles of the present application and include common knowledge or customary technical means in the art that are not disclosed in the present application.

[0093] It should be understood that the present application is not limited to the precise structures that have been described above and shown in the drawings, and that various modifications and changes may be made without departing from the scope thereof. The scope of the present application is limited only by the appended claims.

Claims

1. A smart guidance method for urban parks, characterized in that: include: The environmental data corresponding to each location area is collected through sensor equipment deployed in the park; Preprocessing the environmental data to generate preprocessed data; Determine the comfort index corresponding to each location area according to the pre-processed data, and control the working state of the facilities in the park according to the comfort index; Get the user's current location; A tour route is generated according to the current location and the comfort index corresponding to each location area, and is displayed in a terminal interface.

2. The urban park intelligent guidance method according to claim 1 is characterized in that: The sensor equipment deployed in the park collects environmental data corresponding to each location area, including: Deploy sensor devices in the park and construct multiple ad hoc networks between the sensor devices; The environmental data collected by each sensor device is obtained through the self-organizing network, and the environmental data is uploaded to the server.

3. The urban park intelligent guidance method according to claim 1, characterized in that: Preprocessing the environmental data to generate preprocessed data includes: The environmental data is cleaned and normalized to generate preprocessed data.

4. The urban park intelligent guidance method according to claim 1, characterized in that: Determining the comfort index corresponding to each location area according to the preprocessed data includes: Determine the weight and contribution parameter corresponding to each environmental factor according to the environmental factors in the preprocessed data, wherein the environmental factors include ambient temperature, humidity and ultraviolet data; The comfort index corresponding to each location area is determined according to the weight and the contribution parameter.

5. The urban park intelligent guidance method according to claim 1, characterized in that: The working status of facilities in the park is controlled according to the comfort index, including: Determining the working state corresponding to the comfort index according to the control rules established for each facility; The operation of facilities in the park is controlled according to the working status.

6. The urban park intelligent guidance method according to claim 1, characterized in that: Generating a tour route according to the current location and the comfort indexes corresponding to the location areas, including: According to the comfort index and the preset threshold, a preset number of high comfort index areas are selected; A path planning algorithm is used to combine the current location and area priority of the tourist to generate a tour route starting from the current location and passing through the high comfort index area.

7. The urban park intelligent guidance method according to claim 1, characterized in that: Also includes: Update the tour route based on the user's current location and display it in the terminal interface.

8. An urban park intelligent guidance system, characterized in that: include: A collection unit, used to collect environmental data corresponding to each location area through sensor equipment deployed in the park; A processing unit, used for preprocessing the environmental data to generate preprocessed data; A control unit, for determining the comfort index corresponding to each location area according to the pre-processed data, and controlling the working state of the facilities in the park according to the comfort index; Location unit, used to obtain the current location of the user; The display unit is used to generate a tour route according to the current location and the comfort index corresponding to each location area, and display it in the terminal interface.

9. A computer readable medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the urban park smart guidance method as described in any one of claims 1 to 7 is implemented.

10. An electronic device, characterized in that: include: one or more processors; A storage device for storing one or more programs, which, when executed by the one or more processors, enables the one or more processors to implement the urban park smart guidance method as described in any one of claims 1 to 7.

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