CN113194014B - Multi-agent data processing method, framework, equipment and medium based on Internet of things - Google Patents
Multi-agent data processing method, framework, equipment and medium based on Internet of things Download PDFInfo
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- CN113194014B CN113194014B CN202110464649.9A CN202110464649A CN113194014B CN 113194014 B CN113194014 B CN 113194014B CN 202110464649 A CN202110464649 A CN 202110464649A CN 113194014 B CN113194014 B CN 113194014B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/2803—Home automation networks
- H04L12/2807—Exchanging configuration information on appliance services in a home automation network
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/2854—Wide area networks, e.g. public data networks
- H04L12/2856—Access arrangements, e.g. Internet access
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/083—Network architectures or network communication protocols for network security for authentication of entities using passwords
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/10—Network architectures or network communication protocols for network security for controlling access to devices or network resources
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/12—Applying verification of the received information
- H04L63/126—Applying verification of the received information the source of the received data
Abstract
The invention provides a multi-agent data processing method, a multi-agent data processing framework, a multi-agent data processing device and a multi-agent data processing medium based on the Internet of things, which are applied to an agent, wherein the agent is accessed into an intelligent home system and is in communication connection with other agents in the intelligent home system, and the method comprises the following steps: responding to a network signal of the intelligent home system, and continuously acquiring a data transmission request broadcasted in the network of the intelligent home system; responding to the data transmission request, and extracting a first access request corresponding to the intelligent agent in the data transmission request; and generating a second access request for requesting access to the mobile terminal according to the first access request, and completing the access to the mobile terminal according to the legality of the second access request. By the data processing method of the multiple intelligent agents, the data transmission between the mobile terminal and the multiple intelligent agents is safer and more intelligent after the mobile terminal enters the network range of the intelligent home system.
Description
Technical Field
The invention relates to the technical field of smart home, in particular to a multi-agent data processing method, a multi-agent data processing architecture, multi-agent data processing equipment and a multi-agent data processing medium based on the Internet of things.
Background
With the development of science and technology, data access among the smart home devices is more and more frequent, and when a plurality of smart agents are arranged in the smart home system, the safety, accuracy and universality of data transmission become very important, so that the invention is provided.
Disclosure of Invention
The present invention is directed to solving at least one of the problems of the prior art. Therefore, the invention provides a multi-agent data processing method based on the Internet of things, and the data transmission between the mobile terminal and a plurality of agents is safer and more intelligent after the mobile terminal enters the network range of the intelligent home system by the multi-agent data processing method.
The invention also provides a multi-agent data processing architecture based on the Internet of things.
The invention also provides an electronic device.
The invention further proposes a non-transitory computer-readable storage medium.
According to a first aspect of the present invention, there is provided an internet-of-things-based multi-agent data processing method applied to an agent, where the agent accesses to an intelligent home system and is in communication connection with other agents in the intelligent home system, the method including:
responding to the network signal of the intelligent home system, and continuously acquiring a data transmission request broadcasted in the network of the intelligent home system;
responding to the data transmission request, and extracting a first access request corresponding to the intelligent agent in the data transmission request;
and generating a second access request for requesting access to the mobile terminal according to the first access request, and completing the access to the mobile terminal according to the legality of the second access request.
According to an embodiment of the present invention, the step of continuously acquiring the data transmission request broadcasted in the network of the smart home system in response to the network signal of the smart home system specifically includes:
responding to a network signal of the intelligent home system, and acquiring first position information of all the intelligent agents;
performing region division on all the agents according to the first position information of each agent to form a first preset division region containing at least one agent, and forming a first preset division region list on all the first preset division regions;
acquiring a data transmission request broadcasted in the network of the intelligent home system in a first continuous time period, extracting second position information sent by the data transmission request, and matching the second position information with the first preset division area list according to the first preset division area list to obtain a first preset division area corresponding to the second position information;
and sending the data transmission request broadcasted in the network to the first preset division area corresponding to the second position information.
Specifically, the preset division region may be initial setting according to the use environment or area of the internet of things, or may be personalized setting performed by the user according to the use habit, for example, in an intelligent home system, a home may be divided into: the system comprises a first bedroom, a second bedroom, a third bedroom, a study, a kitchen, a living room, a first toilet, a second toilet and other specific scenes, wherein each specific scene forms a preset division area.
Furthermore, the intelligent agents can be understood as intelligent table lamps, intelligent computers, intelligent seats, intelligent air conditioners, intelligent assistants and the like in a preset division area, after the mobile terminal enters the network range of the internet of things, the intelligent agents can be actively identified or a plurality of intelligent agents in the preset division area can be actively accessed with the mobile terminal, and the mobile terminal is connected with the internet of things.
In an application scenario, after the user returns home by using the mobile phone, the mobile terminal of the user enters the living room and accesses the network of the intelligent home system, according to the historical access information of the user, the user usually goes to the first bedroom for rest after going home in the time period, and the living room only passes through, so that while the position information of the mobile terminal is acquired, giving higher weight to the study room in the period, forming an offset function according to the instant position of the mobile terminal, if the study room is the final matching result in the acquisition period, all agents in the study, such as intelligent desk lamps, intelligent computers, intelligent seats, intelligent air conditioners, intelligent assistants and the like, are activated, and after the multiple agents are activated, matching access is carried out with the mobile terminal at any time, and when the mobile terminal sends an access request or meets a preset condition, the intelligent agent is in butt joint with the mobile terminal; it should be noted that, after the mobile terminal enters the smart home system, the mobile terminal may preset an access condition or an access scheme, or the smart agent may automatically interface with the mobile terminal to provide a more humanized service to the user, or the smart agent may access the smart home system network, and the smart agent serves as a router to implement ad hoc networking.
According to an embodiment of the present invention, the step of performing region division on all the agents according to the first position information of each agent to form a first preset division region including at least one agent, and forming a first preset division region list on all the first preset division regions includes:
and acquiring the network condition of each intelligent agent, judging according to the network condition of the intelligent agent, if the network condition of the intelligent agent does not meet the preset network condition, removing the intelligent agent from the first preset division area corresponding to the intelligent agent, and updating the first preset division area.
Specifically, the embodiment provides an implementation manner for screening the agents in the first preset division area according to the network conditions, and the agents are rejected according to the network conditions, so that the agents with poor network signals are prevented from accessing the mobile terminal and affecting the use, and it should be noted that, in use, the agents may have problems of hardware damage, software upgrade, network congestion, network information transmission delay and the like, and thus different network conditions of the agents exist.
According to an embodiment of the present invention, the step of obtaining the first preset divided region corresponding to the second position information by matching the second position information with the first preset divided region list specifically includes:
if the number of the first preset divided areas corresponding to the second position information is larger than or equal to two, all the intelligent agents in the first preset divided areas corresponding to the second position information are obtained, and a preset intelligent agent list is formed;
traversing the preset agent list, screening, eliminating agents with the occurrence frequency more than or equal to two in the preset agent list, and forming a second preset division area comprising all agents corresponding to the second position information;
and updating the first preset division area according to the second preset division area.
Specifically, there may be a case where the mobile terminal is simultaneously matched with two preset division areas, for example, the position information of the mobile terminal is exactly overlapped with the preset division areas of the study room and the living room, that is, the intelligence bodies in the study room and the living room both meet the condition for accessing with the mobile terminal, and meanwhile, the intelligence bodies with interference in the preset division areas of the study room and the living room, such as an intelligent air conditioner, an intelligent sound, an intelligent humidifier, etc., may be set in the living room and the study room, and a further determination is needed to specifically open the intelligence body in which area, so that a further determination needs to be made according to the first preset division area and the second preset division area.
According to an embodiment of the present invention, the step of extracting, in response to the data transmission request, a first access request corresponding to the agent in the data transmission request specifically includes:
acquiring service information of the data transmission request, and acquiring a first service characteristic vector of the service information;
acquiring the service types of all the agents in the first preset division area, and extracting a plurality of second service characteristic vectors of the service types, wherein each second service characteristic vector corresponds to the service type of each agent;
obtaining an offset function of the first service characteristic vector and each second service characteristic vector;
acquiring a second service characteristic vector of which the matching value with the first service characteristic vector meets a first preset offset range according to the offset function;
and generating a first access request pointing to the agent according to the second service characteristic vector of which the matching value with the first service characteristic vector meets a first preset offset range.
Specifically, the service information may be an access command and an access operation preset by the agent, may be a specific access area and an access type, and according to the distinction of the service information, the first service feature vector is matched with each second service feature vector, so as to generate the first access request.
According to an embodiment of the present invention, the step of generating a second access request requesting access to the mobile terminal according to the first access request, and completing access to the mobile terminal according to the validity of the second access request specifically includes:
generating a random verification key pair according to the first service feature vector, and generating a first verification key node and a second verification key node according to the random verification key pair;
and generating the second access request according to the first authentication key node, sending the second access request to the mobile terminal according to the second location information, and verifying the legality of the first authentication key node and the second authentication key node before the mobile terminal is accessed to the intelligent agent.
Specifically, the present embodiment provides a method for distributing a random verification key pair according to a first service feature vector, generating a first verification key node and a second verification key node according to the random verification key pair, and performing validity verification on received feedback information according to the first verification key node and the second verification key node, so as to prevent other intelligent entities in a preset partitioned area from being accessed by mistake.
According to an embodiment of the present invention, the step of generating a second access request requesting access to the mobile terminal according to the first access request, and completing access to the mobile terminal according to the validity of the second access request specifically includes:
the intelligent agents which are connected with the mobile terminal are allocated as father nodes, and the other intelligent agents are allocated as child nodes;
taking the intelligent agent distributed as a father node as a main router for accessing the mobile terminal into the intelligent home system network;
and the rest of the intelligent agents in the first preset division area are accessed to the network of the intelligent home system through the intelligent agents distributed as father nodes.
Specifically, the embodiment provides an ad hoc network implementation manner, and by allocating a parent node and a child node, other intelligent agents realize communication with other multi-intelligent agents or preset division areas in an intelligent home system by using the intelligent agent accessed to a mobile terminal as a main router, so as to improve data transmission efficiency.
According to a second aspect of the present invention, there is provided an internet of things-based multi-agent data processing architecture, comprising: the system comprises an acquisition module, an extraction module and an access module;
the acquisition module is used for responding to the network signal of the intelligent home system and continuously acquiring a data transmission request broadcasted in the network of the intelligent home system;
the extraction module is used for responding to the data transmission request and extracting a first access request corresponding to the intelligent agent in the data transmission request;
the access module is used for generating a second access request for requesting access to the mobile terminal according to the first access request and completing access to the mobile terminal according to the legality of the second access request.
According to a third aspect of the present invention, there is provided an electronic apparatus comprising: a memory and a processor;
the memory and the processor complete mutual communication through a bus;
the memory stores computer instructions executable on the processor;
when the processor calls the computer program instructions, the multi-agent data processing method based on the Internet of things can be executed.
According to a fourth aspect of the present invention, there is provided a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of the internet-of-things based multi-agent data processing method described above.
One or more technical solutions in the present invention have at least one of the following technical effects: according to the multi-agent data processing method, the multi-agent data processing architecture, the multi-agent data processing equipment and the multi-agent data processing medium, the data transmission between the mobile terminal and the plurality of agents is safer and more intelligent after the mobile terminal enters the network range of the intelligent home system.
Additional aspects and advantages of the invention will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the invention.
Drawings
In order to more clearly illustrate the technical solutions of the present invention or the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 is a schematic flow chart of a multi-agent data processing method based on the Internet of things provided by the invention;
FIG. 2 is a schematic structural diagram of an Internet of things-based multi-agent data processing architecture provided by the present invention;
fig. 3 is a schematic structural diagram of an electronic device provided in the present invention.
Reference numerals:
810: a processor; 820: a communication interface; 830: a memory; 840: a communication bus.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without any inventive step based on the embodiments of the present invention, are within the scope of the present invention.
The present application is described in detail below with reference to the accompanying drawings, and the specific operation methods in the method embodiments can also be applied to the device embodiments or the system embodiments. In the description of the present application, "at least one" includes one or more unless otherwise specified. "plurality" means two or more. For example, at least one of A, B and C, comprising: a alone, B alone, a and B in combination, a and C in combination, B and C in combination, and A, B and C in combination. In this application, "/" indicates an OR meaning, for example, A/B may indicate A or B; "and/or" herein is merely an association describing an associated object, and means that there may be three relationships, e.g., a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone.
In some embodiments of the present invention, as shown in fig. 1, the present scheme provides a multi-agent data processing method based on the internet of things, which is applied to an agent that accesses an intelligent home system and is in communication connection with the other agents in the intelligent home system, and the method includes:
responding to a network signal of the intelligent home system, and continuously acquiring a data transmission request broadcasted in the network of the intelligent home system;
responding to the data transmission request, and extracting a first access request corresponding to the intelligent agent in the data transmission request;
and generating a second access request for requesting access to the mobile terminal according to the first access request, and completing the access to the mobile terminal according to the legality of the second access request.
In detail, the invention provides a multi-agent data processing method based on the internet of things, and the data transmission between a mobile terminal and a plurality of agents is safer and more intelligent after the mobile terminal enters the network range of an intelligent home system by providing the multi-agent data processing method.
In some possible embodiments of the present invention, the step of continuously acquiring, in response to the network signal of the smart home system, the data transmission request broadcasted in the network of the smart home system specifically includes:
responding to a network signal of the intelligent home system, and acquiring first position information of all the intelligent agents;
performing region division on all the agents according to the first position information of each agent to form a first preset division region containing at least one agent, and forming a first preset division region list on all the first preset division regions;
acquiring a data transmission request broadcasted in the network of the intelligent home system in a first continuous time period, extracting second position information sent by the data transmission request, and matching the second position information with the first preset division area list according to the first preset division area list to obtain a first preset division area corresponding to the second position information;
and sending the data transmission request broadcasted in the network to the first preset division area corresponding to the second position information.
Specifically, the preset division region may be initial setting according to the use environment or area of the internet of things, or may be personalized setting performed by the user according to the use habit, for example, in an intelligent home system, a home may be divided into: the system comprises a first bedroom, a second bedroom, a third bedroom, a study, a kitchen, a living room, a first toilet, a second toilet and other specific scenes, wherein each specific scene forms a preset division area.
Furthermore, the intelligent agents can be understood as intelligent table lamps, intelligent computers, intelligent seats, intelligent air conditioners, intelligent assistants and the like in a preset division area, after the mobile terminal enters the network range of the internet of things, the intelligent agents can be actively identified or a plurality of intelligent agents in the preset division area can be actively accessed with the mobile terminal, and the mobile terminal is connected with the internet of things.
In an application scenario, after the user returns home by using the mobile phone, the mobile terminal of the user enters the living room and accesses the network of the intelligent home system, according to the historical access information of the user, the user usually goes to the first bedroom for rest after going home in the time period, and the living room only passes through, so that while the position information of the mobile terminal is acquired, giving higher weight to the study room in the period, forming an offset function according to the instant position of the mobile terminal, if the study room is the final matching result in the acquisition period, all agents in the study, such as intelligent desk lamps, intelligent computers, intelligent seats, intelligent air conditioners, intelligent assistants and the like, are activated, and after the multiple agents are activated, matching access is carried out with the mobile terminal at any time, and when the mobile terminal sends an access request or meets a preset condition, the intelligent agent is in butt joint with the mobile terminal; it should be noted that, after the mobile terminal enters the smart home system, the mobile terminal may preset an access condition or an access scheme, or the intelligent agent may automatically interface with the mobile terminal, so as to provide a more humanized service for the user, or the access with the smart home system network may be realized through the intelligent agent, and the intelligent agent serves as a router, so as to realize an ad hoc network.
In some possible embodiments of the present invention, the step of performing region division on all the agents according to the first position information of each agent to form a first preset divided region including at least one agent, and forming a first preset divided region list of all the first preset divided regions specifically includes:
and acquiring the network condition of each intelligent agent, judging according to the network condition of the intelligent agent, if the network condition of the intelligent agent does not meet the preset network condition, removing the intelligent agent from the first preset division area corresponding to the intelligent agent, and updating the first preset division area.
Specifically, the embodiment provides an implementation manner for screening the agents in the first preset division area according to the network conditions, and the agents are rejected according to the network conditions, so that the agents with poor network signals are prevented from accessing the mobile terminal and affecting the use, and it should be noted that, in use, the agents may have problems of hardware damage, software upgrade, network congestion, network information transmission delay and the like, and thus different network conditions of the agents exist.
In some possible embodiments of the present invention, the step of obtaining the first preset divided region corresponding to the second position information by matching the second position information with the first preset divided region list specifically includes:
if the number of the first preset divided areas corresponding to the second position information is larger than or equal to two, all the intelligent agents in the first preset divided areas corresponding to the second position information are obtained, and a preset intelligent agent list is formed;
traversing the preset agent list, screening, eliminating agents with the occurrence frequency more than or equal to two in the preset agent list, and forming a second preset division area comprising all agents corresponding to the second position information;
and updating the first preset division area according to the second preset division area.
Specifically, there may be a case where the mobile terminal is simultaneously matched with two preset partition areas, for example, the position information of the mobile terminal is exactly overlapped with the preset partition areas of the study room and the living room, that is, the intelligent agents in the study room and the living room both meet the condition for accessing the mobile terminal, and meanwhile, the preset partition areas of the study room and the living room have interfering intelligent agents, such as an intelligent air conditioner, an intelligent sound, an intelligent humidifier, and the like, which can be set in the living room and the study room, and specifically, the intelligent agent in which area is to be opened needs to be further determined, so that further determination needs to be performed according to the first preset partition area and the second preset partition area.
In some possible embodiments of the present invention, the step of extracting, in response to the data transmission request, a first access request corresponding to the agent in the data transmission request specifically includes:
acquiring service information of the data transmission request, and acquiring a first service characteristic vector of the service information;
acquiring the service types of all the agents in the first preset division area, and extracting a plurality of second service characteristic vectors of the service types, wherein each second service characteristic vector corresponds to the service type of each agent;
obtaining an offset function of the first service characteristic vector and each second service characteristic vector;
acquiring a second service characteristic vector of which the matching value with the first service characteristic vector meets a first preset offset range according to the offset function;
and generating a first access request pointing to the agent according to the second service characteristic vector of which the matching value with the first service characteristic vector meets a first preset offset range.
Specifically, the service information may be an access command and an access operation preset by the agent, may be a specific access area and an access type, and according to the distinction of the service information, the first service feature vector is matched with each second service feature vector, so as to generate the first access request.
In some possible embodiments of the present invention, the step of generating a second access request requesting access to the mobile terminal according to the first access request, and completing access to the mobile terminal according to the validity of the second access request specifically includes:
generating a random verification key pair according to the first service feature vector, and generating a first verification key node and a second verification key node according to the random verification key pair;
and generating the second access request according to the first authentication key node, sending the second access request to the mobile terminal according to the second location information, and verifying the legality of the first authentication key node and the second authentication key node before the mobile terminal is accessed to the intelligent agent.
Specifically, the present embodiment provides a method for distributing a random verification key pair according to a first service feature vector, generating a first verification key node and a second verification key node according to the random verification key pair, and performing validity verification on received feedback information according to the first verification key node and the second verification key node, so as to prevent other intelligent entities in a preset partitioned area from being accessed by mistake.
In some possible embodiments of the present invention, the step of generating a second access request requesting access to the mobile terminal according to the first access request, and completing access to the mobile terminal according to validity of the second access request specifically includes:
the intelligent agents which are connected with the mobile terminal are allocated as father nodes, and the other intelligent agents are allocated as child nodes;
taking the intelligent agent distributed as a father node as a main router for accessing the mobile terminal into the intelligent home system network;
and the rest of the intelligent agents in the first preset division area are accessed to the network of the intelligent home system through the intelligent agents distributed as father nodes.
Specifically, the embodiment provides an ad hoc network implementation manner, and by allocating a parent node and a child node, other intelligent agents realize communication with other multi-intelligent agents or preset division areas in an intelligent home system by using the intelligent agent accessed to a mobile terminal as a main router, so as to improve data transmission efficiency.
In some embodiments of the present invention, as shown in fig. 2, the present solution provides an internet of things-based multi-agent data processing architecture, including: the system comprises an acquisition module, an extraction module and an access module;
the acquisition module is used for responding to the network signal of the intelligent home system and continuously acquiring a data transmission request broadcasted in the network of the intelligent home system;
the extraction module is used for responding to the data transmission request and extracting a first access request corresponding to the intelligent agent in the data transmission request;
the access module is used for generating a second access request for requesting access to the mobile terminal according to the first access request and completing access to the mobile terminal according to the legality of the second access request.
Fig. 3 illustrates a physical structure diagram of an electronic device, which may include, as shown in fig. 3: a processor (processor)810, a communication Interface 820, a memory 830 and a communication bus 840, wherein the processor 810, the communication Interface 820 and the memory 830 communicate with each other via the communication bus 840. The processor 810 may invoke logic instructions in the memory 830 to perform an internet of things based multi-agent data processing method.
It should be noted that, when the electronic device in this embodiment is specifically implemented, the electronic device may be a server, a PC, or other devices, as long as the structure includes the processor 810, the communication interface 820, the memory 830, and the communication bus 840 shown in fig. 3, where the processor 810, the communication interface 820, and the memory 830 complete mutual communication through the communication bus 840, and the processor 810 may call the logic instructions in the memory 830 to execute the method. The embodiment does not limit the specific implementation form of the electronic device.
The server may be a single server or a server group. The set of servers can be centralized or distributed (e.g., the servers can be a distributed system). In some embodiments, the server may be local or remote to the terminal. For example, the server may access information stored in the user terminal, a database, or any combination thereof via a network. As another example, the server may be directly connected to at least one of the user terminal and the database to access information and/or data stored therein. In some embodiments, the server may be implemented on a cloud platform; by way of example only, the cloud platform may include a private cloud, a public cloud, a hybrid cloud, a community cloud (community cloud), a distributed cloud, an inter-cloud, a multi-cloud, and the like, or any combination thereof. In some embodiments, the server and the user terminal may be implemented on an electronic device having one or more components in embodiments of the present application.
Further, the network may be used for the exchange of information and/or data. In some embodiments, one or more components (e.g., servers, user terminals, and databases) in an interaction scenario may send information and/or data to other components. In some embodiments, the network may be any type of wired or wireless network, or combination thereof. Merely by way of example, the Network may include a wired Network, a Wireless Network, a fiber optic Network, a telecommunications Network, an intranet, the internet, a Local Area Network (LAN), a Wide Area Network (WAN), a Wireless Local Area Network (WLAN), a Metropolitan Area Network (MAN), a Wide Area Network (WAN), a Public Switched Telephone Network (PSTN), a bluetooth Network, a ZigBee Network, or a Near Field Communication (NFC) Network, among others, or any combination thereof. In some embodiments, the network may include one or more network access points. For example, the network may include wired or wireless network access points, such as base stations and/or network switching nodes, through which one or more components of the interaction scenario may connect to the network to exchange data and/or information.
In addition, the logic instructions in the memory 830 may be implemented in software functional units and stored in a computer readable storage medium when the logic instructions are sold or used as independent products. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
Further, embodiments of the present invention disclose a computer program product comprising a computer program stored on a non-transitory computer-readable storage medium, the computer program comprising program instructions, which when executed by a computer, the computer is capable of performing the methods provided by the above-mentioned method embodiments, for example, comprising: … … are provided.
In another aspect, the present invention further provides a non-transitory computer-readable storage medium, on which a computer program is stored, where the computer program is implemented by a processor to execute the method for processing data of an internet of things-based multi-agent provided in the foregoing embodiments.
In yet another aspect, the present invention further provides a non-transitory computer-readable storage medium, on which a computer program is stored, where the computer program is implemented by a processor to execute the internet-of-things-based multi-agent data processing method provided in the foregoing embodiments.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. Based on the understanding, the above technical solutions substantially or otherwise contributing to the prior art may be embodied in the form of a software product, which may be stored in a computer-readable storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method according to the various embodiments or some parts of the embodiments.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (8)
1. A multi-agent data processing method based on the Internet of things is applied to an agent, the agent is connected into an intelligent home system and is in communication connection with other agents in the intelligent home system, and the method comprises the following steps:
responding to a network signal of the intelligent home system, and acquiring first position information of all the intelligent agents;
performing region division on all the agents according to the first position information of each agent to form a first preset division region containing at least one agent, and forming a first preset division region list on all the first preset division regions;
acquiring a data transmission request broadcasted in the network of the intelligent home system in a first continuous time period, extracting second position information sent by the data transmission request, and matching the second position information with the first preset division area list according to the first preset division area list to obtain a first preset division area corresponding to the second position information;
sending the data transmission request broadcasted in the network to the first preset division area corresponding to the second position information;
acquiring service information of the data transmission request, and acquiring a first service characteristic vector of the service information;
acquiring the service types of all the agents in the first preset division area, and extracting a plurality of second service characteristic vectors of the service types, wherein each second service characteristic vector corresponds to the service type of each agent;
obtaining an offset function of the first service characteristic vector and each second service characteristic vector;
acquiring a second service characteristic vector of which the matching value with the first service characteristic vector meets a first preset offset range according to the offset function;
generating a first access request pointing to the agent according to the second service characteristic vector of which the matching value with the first service characteristic vector meets a first preset offset range;
and generating a second access request for requesting access to the mobile terminal according to the first access request, and completing the access to the mobile terminal according to the legality of the second access request.
2. The internet-of-things based multi-agent data processing method as claimed in claim 1, wherein the step of performing zone division on all the agents according to the first position information of each agent to form a first preset division area containing at least one agent, and forming a first preset division area list on all the first preset division areas comprises:
and acquiring the network condition of each intelligent agent, judging according to the network condition of the intelligent agent, if the network condition of the intelligent agent does not meet the preset network condition, removing the intelligent agent from the first preset division area corresponding to the intelligent agent, and updating the first preset division area.
3. The internet-of-things-based multi-agent data processing method as claimed in claim 1, wherein the step of obtaining the first preset divided area corresponding to the second location information by matching the second location information with the first preset divided area list specifically comprises:
if the number of the first preset divided areas corresponding to the second position information is larger than or equal to two, all the intelligent agents in the first preset divided areas corresponding to the second position information are obtained, and a preset intelligent agent list is formed;
traversing the preset agent list, screening, eliminating agents with the occurrence frequency more than or equal to two in the preset agent list, and forming a second preset division area comprising all agents corresponding to the second position information;
and updating the first preset division area according to the second preset division area.
4. The internet-of-things-based multi-agent data processing method as claimed in claim 1, wherein the step of generating a second access request requesting access to the mobile terminal according to the first access request and completing access to the mobile terminal according to the validity of the second access request specifically comprises:
generating a random verification key pair according to the first service feature vector, and generating a first verification key node and a second verification key node according to the random verification key pair;
and generating the second access request according to the first authentication key node, sending the second access request to the mobile terminal according to the second location information, and verifying the legality of the first authentication key node and the second authentication key node before the mobile terminal is accessed to the intelligent agent.
5. The internet-of-things-based multi-agent data processing method as claimed in claim 4, wherein the step of generating a second access request requesting access to the mobile terminal according to the first access request and completing access to the mobile terminal according to the validity of the second access request specifically comprises:
the intelligent agents which are connected with the mobile terminal are allocated as father nodes, and the other intelligent agents are allocated as child nodes;
taking the intelligent agent distributed as a father node as a main router for accessing the mobile terminal into the intelligent home system network;
and the rest of the intelligent agents in the first preset division area are accessed to the network of the intelligent home system through the intelligent agents distributed as father nodes.
6. An internet of things-based multi-agent data processing architecture, comprising: the system comprises an acquisition module, an extraction module and an access module;
the acquisition module is used for responding to network signals of the intelligent home system and acquiring first position information of all the intelligent agents; performing region division on all the agents according to the first position information of each agent to form a first preset division region containing at least one agent, and forming a first preset division region list on all the first preset division regions; acquiring a data transmission request broadcasted in the network of the intelligent home system in a first continuous time period, extracting second position information sent by the data transmission request, and matching the second position information with the first preset division area list according to the first preset division area list to obtain a first preset division area corresponding to the second position information; sending the data transmission request broadcasted in the network to the first preset division area corresponding to the second position information;
the extraction module is used for acquiring the service information of the data transmission request and acquiring a first service characteristic vector of the service information; acquiring the service types of all the agents in the first preset division area, and extracting a plurality of second service characteristic vectors of the service types, wherein each second service characteristic vector corresponds to the service type of each agent; obtaining an offset function of the first service characteristic vector and each second service characteristic vector; acquiring a second service characteristic vector of which the matching value with the first service characteristic vector meets a first preset offset range according to the offset function; generating a first access request pointing to the agent according to the second service characteristic vector of which the matching value with the first service characteristic vector meets a first preset offset range;
the access module is used for generating a second access request for requesting access to the mobile terminal according to the first access request and completing access to the mobile terminal according to the legality of the second access request.
7. An electronic device, comprising: a memory and a processor;
the memory and the processor complete mutual communication through a bus;
the memory stores computer instructions executable on the processor;
the processor, when invoking the computer program instructions, is capable of performing the method of internet of things based multi-agent data processing as claimed in any of claims 1 to 5.
8. A non-transitory computer readable storage medium having a computer program stored thereon, wherein the computer program, when executed by a processor, implements the steps of the internet of things based multi-agent data processing method of any one of the above claims 1 to 5.
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