Vehicle-home interconnection control method, device, equipment, readable storage medium and product

Abstract

The application discloses a vehicle and home interconnection control method, device, equipment, readable storage medium and product. The vehicle and home interconnection control method is applied to a vehicle and home interconnection cloud platform, and the method comprises the following steps: obtaining a first control instruction of a first device; in response to the first control instruction, querying real-name registration information of the first device; in response to received device information of the first control instruction, querying real-name registration information of a second device; comparing whether the real-name registration information of the first device is consistent with the real-name registration information of the second device by using a classification and regression algorithm; and in the case that the comparison result is consistent, sending the first control instruction to the second device, so that the second device operates in response to the first control instruction; wherein the first device is a target vehicle, and the second device is a target home control terminal; or the first device is a target home control terminal, and the second device is a target vehicle. The embodiment of the application can reduce the risk that the identity of a vehicle owner is impersonated to perform illegal operations in a vehicle and home interconnection process.

Description

Technical Field

[0001] This application belongs to the field of vehicle networking, and in particular relates to a vehicle-home interconnection control method, device, equipment, readable storage medium and product. Background Technology

[0002] In the current system, both vehicle remote control and home smart terminal remote control employ common technologies such as KPI key authentication, communication encryption, and data encryption. Furthermore, the only verification between the vehicle and home smart terminal is an authorization code. This allows unauthorized individuals to impersonate the vehicle owner or homeowner and illegally control the vehicle or perform unauthorized operations on the home smart terminal, leading to vehicle security incidents and home security risks. Summary of the Invention

[0003] This application provides a vehicle-home interconnection control method, device, equipment, readable storage medium, and product, which can reduce the risk of vehicle owner identity being impersonated and used for illegal operations during vehicle-home interconnection.

[0004] In a first aspect, embodiments of this application provide a vehicle-home interconnection control method applied to a vehicle-home interconnection cloud platform. The vehicle-home interconnection control method includes: acquiring a first control command from a first device; responding to the first control command, querying the real-name registration information of the first device; responding to the receiving device information of the first control command, querying the real-name registration information of a second device, wherein the second device is the device receiving the first control command; comparing whether the real-name registration information of the first device and the real-name registration information of the second device are consistent through classification and regression algorithms; if the comparison results are consistent, sending a first control command to the second device to cause the second device to operate in response to the first control command; wherein the first device is a target vehicle and the second device is a target home control terminal; or the first device is a target home control terminal and the second device is a target vehicle.

[0005] According to an embodiment of the first aspect of this application, when the first device is a target vehicle and the second device is a target home control terminal, and the target vehicle is equipped with a vehicle network card, querying the real-name registration information of the first device in response to a first control command includes: querying the real-name registration information of the target vehicle through the vehicle network card in response to the first control command; querying the real-name registration information of the second device in response to the receiving device information of the first control command, including: querying the home broadband real-name registration information corresponding to the target home control terminal in response to the receiving device information of the first control command; and sending the first control command to the second device when the comparison results are consistent, including: sending the first control command to the target home control terminal when the comparison results of the real-name registration information of the target vehicle and the home broadband real-name registration information are consistent, so that the target home control terminal responds to the first control command and controls the home devices.

[0006] According to any of the foregoing embodiments of the first aspect of this application, the classification and regression algorithm includes a decision tree algorithm; comparing whether the real-name registration information of the first device and the real-name registration information of the second device are consistent through the classification and regression algorithm includes: creating multiple decision tree features based on at least two of ID card number, name, gender, date of birth, and ID card address; prioritizing each decision tree feature to generate a decision tree; comparing whether the information corresponding to each decision tree feature is consistent according to the priority ranking and the decision tree algorithm; if the information corresponding to the first priority decision tree feature is consistent, the decision tree features with a lower priority are not compared; if the information corresponding to the first priority decision tree feature is inconsistent, the information corresponding to the decision tree features with a lower priority are compared according to the priority ranking.

[0007] According to any of the foregoing embodiments of the first aspect of this application, after comparing whether the real-name registration information of the first device and the real-name registration information of the second device are consistent through classification and regression algorithms, the method further includes: verifying the identity of the current operator if the comparison is consistent; sending a first control command to the second device if the comparison results are consistent includes: sending a first control command to the second device if the comparison results are consistent and the current operator's identity is verified, so that the second device operates in response to the first control command.

[0008] According to any of the foregoing embodiments of the first aspect of this application, if the comparison is consistent, the identity of the current operator is verified by the identity recognition module, including: if the comparison is consistent, obtaining the real-time facial information and / or real-time voiceprint information of the current operator; comparing the real-time facial information and / or real-time voiceprint information with the pre-recorded target information; if the comparison results are consistent, the identity verification is successful.

[0009] According to any of the foregoing embodiments of the first aspect of this application, the target information is linked to an identity information database, which is used to detect the validity of the target information.

[0010] Secondly, embodiments of this application provide a vehicle-home interconnection control device, comprising: an acquisition module for acquiring a first control command from a first device; a first query module for querying the real-name registration information of the first device in response to the first control command; a second query module for querying the real-name registration information of a second device in response to the receiving device information of the first control command, wherein the second device is the device receiving the first control command; a comparison module for comparing whether the real-name registration information of the first device and the real-name registration information of the second device are consistent using classification and regression algorithms; and a sending module for sending the first control command to the second device if the comparison results are consistent, so that the second device operates in response to the first control command; wherein the first device is a target vehicle and the second device is a target home control terminal; or the first device is a target home control terminal and the second device is a target vehicle.

[0011] Thirdly, embodiments of this application provide an electronic device, which includes: a processor and a memory storing computer program instructions; when the processor executes the computer program instructions, it implements the vehicle-home interconnection control method as described in any of the foregoing embodiments of the first aspect.

[0012] Fourthly, embodiments of this application provide a computer-readable storage medium storing computer program instructions, which, when executed by a processor, implement the vehicle-home interconnection control method as described in any of the foregoing embodiments of the first aspect.

[0013] Fifthly, embodiments of this application provide a computer program product in which instructions, when executed by a processor of an electronic device, cause the electronic device to perform the vehicle-home interconnection control method as described in any of the foregoing embodiments of the first aspect.

[0014] The vehicle-to-home interconnection control method, apparatus, device, readable storage medium, and product of this application embodiment query the real-name registration information of a first device and a second device through a vehicle-to-home interconnection cloud platform. Using classification and regression algorithms, the real-name registration information of the two devices is compared to verify whether the controllers of the first and second devices are the same person. Only when the information matches, i.e., the same person, will the first control command of the first device be sent to the second device. The first device is one of the target vehicle and the target home control terminal, and the second device is the other of the target vehicle and the target home control terminal. This reduces the risk of the vehicle owner's identity being impersonated for illegal operations. Attached Figure Description

[0015] To more clearly illustrate the technical solutions of the embodiments of this application, the accompanying drawings used in the embodiments of this application will be briefly introduced below. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0016] Figure 1 This is a schematic diagram of a vehicle-home interconnection control system provided in an embodiment of this application;

[0017] Figure 2 This is a schematic flowchart of a vehicle-home interconnection control method provided in an embodiment of this application;

[0018] Figure 3 This is another schematic flowchart of the vehicle-home interconnection control method provided in the embodiments of this application;

[0019] Figure 4 This is a schematic diagram of a vehicle-home interconnection control device provided in an embodiment of this application;

[0020] Figure 5 This is a schematic diagram of the structure of an electronic device provided in an embodiment of this application. Detailed Implementation

[0021] The features and exemplary embodiments of various aspects of this application will be described in detail below. To make the objectives, technical solutions, and advantages of this application clearer, the application will be further described in detail below with reference to the accompanying drawings and specific embodiments. It should be understood that the specific embodiments described herein are only intended to explain this application and not to limit it. For those skilled in the art, this application can be implemented without some of these specific details. The following description of the embodiments is merely to provide a better understanding of this application by illustrating examples.

[0022] The acquisition, storage, use, and processing of data in this application all comply with the relevant provisions of national laws and regulations.

[0023] It should be noted that, in this document, relational terms such as "first" and "second" are used merely to distinguish one entity or operation from another, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Furthermore, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such a process, method, article, or apparatus. Without further limitations, an element defined by the phrase "comprising..." does not exclude the presence of additional identical elements in the process, method, article, or apparatus that includes said element.

[0024] It should be understood that the term "and / or" used in this article is merely a description of the relationship between related objects, indicating that three relationships can exist. For example, A and / or B can represent: A existing alone, A and B existing simultaneously, and B existing alone. Additionally, the character " / " in this article generally indicates that the preceding and following related objects have an "or" relationship.

[0025] Various modifications and variations can be made to this application without departing from its spirit or scope, which will be apparent to those skilled in the art. Therefore, this application is intended to cover modifications and variations falling within the scope of the corresponding claims (the claimed technical solutions) and their equivalents. It should be noted that the embodiments provided in this application can be combined with each other without contradiction.

[0026] It should be noted that the acquisition, storage, use, and processing of data in this application embodiment all comply with the relevant provisions of national laws and regulations.

[0027] In related technologies, both vehicle remote control and home smart terminal remote control employ common techniques such as KPI key authentication, communication encryption, and data encryption. However, they lack identity verification between the vehicle and the home smart terminal, relying solely on authorization codes. Therefore, if someone impersonates the vehicle owner or homeowner, they could illegally control the vehicle or perform unauthorized operations on the home smart terminal, leading to vehicle security incidents and home security risks.

[0028] To address the aforementioned technical problems, embodiments of this application provide a vehicle-home interconnection control method, apparatus, device, readable storage medium, and product.

[0029] To facilitate understanding of the embodiments of this application, the vehicle-home interconnection system will first be described. For example... Figure 1As shown, the vehicle-home interconnection system 10 may include a target vehicle 11, a vehicle-home interconnection cloud platform 12, a target home control terminal 13, and an identity recognition module 14, and the identity recognition module 14 and the vehicle-home interconnection cloud platform 12 can communicate with each other.

[0030] The target vehicle 11 includes a vehicle control unit 111 and a vehicle application 112. The vehicle control unit 111 is connected to the vehicle-home interconnection cloud platform 12 via the wireless network of the vehicle network card on the target vehicle 11, and can remotely control the target vehicle 11 through the vehicle-home interconnection cloud platform 12.

[0031] The vehicle infotainment application 112 also connects to the vehicle-home interconnection cloud platform 12 via the wireless network of the vehicle network card on the target vehicle 11. The vehicle infotainment application 112 can control the target vehicle 11 and initiate control of the target home control terminal, such as initiating the viewing and control of home surveillance videos.

[0032] The home control terminal 13 includes a home terminal control unit 131 and a smart home application 132. The home terminal control unit 131 can control home devices, such as monitoring videos or voice speakers, through the home wireless / wired broadband network, and is also connected to the vehicle-home interconnection cloud platform 12.

[0033] The smart home application 132 can be a speaker terminal and a smart home mobile APP, and it is also connected to the vehicle-home interconnection cloud platform 12. It can control home devices and initiate control of the target vehicle 11. The vehicle-home interconnection cloud platform 12 is the hub connecting the home terminal control unit 131 and the vehicle control unit 111. It interacts with all parties by connecting with the vehicle control unit 111, the vehicle in-vehicle application 112, the home terminal control unit 131, the smart home application 132, and the identity recognition module 14.

[0034] Based on the above-mentioned vehicle-home interconnection system 10, the vehicle-home interconnection control method provided in the embodiments of this application will be described below.

[0035] Figure 1 This is a schematic flowchart of a vehicle-home interconnection control method provided in an embodiment of this application, such as... Figure 1 As shown, the vehicle-home interconnection control method 200 is applied to the vehicle-home interconnection cloud platform, and the vehicle-home interconnection control method 200 may include S201 to S204.

[0036] S201, Obtain the first control command of the first device.

[0037] S202. In response to the first control command, query the real-name registration information of the first device.

[0038] S203. Receiving device information in response to the first control command, query the real-name registration information of the second device.

[0039] The second device is the device that receives the first control command.

[0040] In this case, the first device is the target vehicle, and the second device is the target home control terminal; or the first device is the target home control terminal, and the second device is the target vehicle. When the first device is the target vehicle and the second device is the target home control terminal, the real-name registration information of the first device is the same as the real-name registration information of the target vehicle, and the real-name registration information of the second device is the same as the real-name registration information of the home broadband service.

[0041] S204. Using classification and regression algorithms, compare whether the real-name registration information of the first device is consistent with the real-name registration information of the second device.

[0042] The classification and regression algorithms may include decision tree algorithms. For example, the decision tree algorithm can be used to compare the real-name registration information of the first and second devices. Figure 3 A detailed explanation of some parts.

[0043] S205. If the comparison results are consistent, send a first control command to the second device so that the second device responds to the first control command and operates.

[0044] The vehicle-to-home interconnection control method of this application embodiment queries the real-name registration information of a first device and a second device through a vehicle-to-home interconnection cloud platform, and compares the real-name registration information of the two devices using classification and regression algorithms to verify whether the controllers of the first device and the second device are the same person. Only when the information matches, i.e., the same person, will the first control command of the first device be sent to the second device, where the first device is one of the target vehicle and the target home control terminal, and the second device is the other of the target vehicle and the target home control terminal. This reduces the risk of the vehicle owner's identity being impersonated for illegal operation.

[0045] In some embodiments, where the first device is the target vehicle, the second device is the target home control terminal, and the target vehicle is equipped with a vehicle network card, S202, in response to the first control command, querying the real-name registration information of the first device may include: step one.

[0046] Step 1: In response to the first control command, query the real-name registration information of the target vehicle through the vehicle network card.

[0047] S203. Responding to the receiving device information of the first control command, query the real-name registration information of the second device, including:

[0048] Step 2: Responding to the receiving device information of the first control command, query the real-name registration information of the home broadband corresponding to the target home control terminal.

[0049] S205. If the comparison results are consistent, send a first control command to the second device, which may include: step three.

[0050] Step 3: If the real-name registration information of the target vehicle matches the real-name registration information of the home broadband, a first control command is sent to the target home control terminal, so that the target home control terminal responds to the first control command and controls the home devices. For example, home devices may include air conditioners, surveillance cameras, and voice speakers, etc.

[0051] For example, the first control command is to turn on the air conditioner. The vehicle-home interconnection cloud platform will only send the command to turn on the air conditioner to the target home control terminal if the real-name information of the target vehicle and the target home control terminal are consistent.

[0052] In some embodiments, the classification and regression algorithm includes the decision tree algorithm.

[0053] S204. Using classification and regression algorithms, compare whether the real-name registration information of the first device is consistent with the real-name registration information of the second device, including: S301 to S305.

[0054] S301. Create multiple decision tree features based on at least two of the following: ID card number, name, gender, date of birth, and ID card address.

[0055] S301 can be understood as classifying the information in the first and second devices, with each classification being a decision tree feature.

[0056] S302. Prioritize the features of each decision tree and generate a decision tree.

[0057] S303. Based on priority sorting and decision tree algorithm, compare the information corresponding to each decision tree feature to see if they are consistent.

[0058] S304 If the information corresponding to the first priority decision tree features is consistent, no information comparison will be performed on decision tree features with a lower priority than the first priority.

[0059] S305. In the case of inconsistent information corresponding to the first priority decision tree features, sort them by priority and compare the information corresponding to the decision tree features with lower priority than the first priority in turn to see if they are consistent.

[0060] For example, the ID card number is set as the first priority because when the ID card numbers match, the name, gender, date of birth, and ID card address will also be identical. Therefore, if the ID card number information in the real-name registration information of the first and second devices matches, there is no need to compare the name, gender, date of birth, and ID card address, thus saving comparison time and speeding up the response. If the ID card numbers do not match, other information such as name, gender, date of birth, and ID card address are compared in sequence. In this way, both time-saving and the effectiveness of the comparison are guaranteed.

[0061] To facilitate understanding, an application of this vehicle-home interconnection control method in a specific scenario is provided.

[0062] Scenario 1: When driving home from get off work in the summer, as we approach our destination, we can remotely control the air conditioning in the target family's home to turn on in advance via the vehicle's infotainment system. At this time, we can enhance security by comparing the vehicle's real-name registration information with the family's real-name broadband registration information using a multi-dimensional algorithm.

[0063] The steps to remotely control the air conditioning of the target vehicle are as follows:

[0064] 1. When the car owner clicks to control the home air conditioner on the car's infotainment application, the background vehicle-home interconnection cloud platform queries the vehicle's real-name registration information through the vehicle's network card, and at the same time finds the car owner's home broadband real-name registration information.

[0065] 2. The vehicle-home interconnection cloud platform uses a decision tree algorithm to create a decision tree for the real-name registration information of the target vehicle and the real-name registration information of broadband based on features such as ID card number, name, gender, date of birth, and ID card address. The system then compares the vehicle's real-name information and broadband real-name information according to the decision tree rules to see if they match.

[0066] 3. If the comparison is inconsistent, the remote control will be interrupted. If the comparison is consistent, a remote control command for the air conditioner will be sent to the home terminal control unit, which will then control the living room air conditioner to turn on.

[0067] In some embodiments, after comparing the real-name registration information of the first device with that of the second device using a classification and regression algorithm in step S203, the vehicle-home interconnection control method further includes step four.

[0068] Step 4: If the comparison matches, verify the identity of the current operator.

[0069] In some embodiments, the identity of the current operator is verified by an identity recognition module, which may include a face recognition unit and / or a voiceprint recognition unit. Step four may include S401 to S403.

[0070] S401. If the comparison is consistent, obtain the real-time facial information and / or real-time voiceprint information of the current operator.

[0071] S402. Compare real-time facial information and / or real-time voiceprint information with pre-recorded target information.

[0072] In some embodiments, the target information is linked to an identity information database, which is used to verify the validity of the target information. This avoids identification problems caused by errors in pre-recorded information.

[0073] S403. If all comparison results are consistent, the identity verification is successful.

[0074] It is important to understand that adding an identity verification module to verify the operator's identity further improves the security of vehicle-home interconnection control and avoids security risks caused by identity theft.

[0075] In some embodiments, S204, if the comparison results are consistent, sending a first control command to the second device may include: step five.

[0076] Step 5: If the comparison results are consistent and the operator's identity is verified, send a first control command to the second device so that the second device responds to the first control command and operates.

[0077] To facilitate understanding, the application of this vehicle-home interconnection control method in scenarios two and three is provided.

[0078] Scenario 2: When a car owner is driving and needs to remotely open the door at home, the security level is high. In addition to comparing the vehicle's real-name registration information with the home broadband real-name registration information using multi-dimensional algorithms, the identity recognition module can also perform facial recognition or voiceprint recognition verification to open the door, thereby increasing security at both the identity information and verification levels.

[0079] 1. Before the car owner can control the door opening at home via the car's infotainment system, the user needs to input real-time facial or voiceprint information. This information is then compared with the pre-recorded facial and voiceprint information of the car owner and homeowner through the vehicle-home interconnection cloud platform's identity recognition module. In addition, to verify the validity of the pre-recorded facial and voiceprint information, the system can also connect to an identity information database to verify the validity of the facial and voiceprint information and the identity information.

[0080] 2. When identity verification is successful, the vehicle-to-home interconnection cloud platform in the background will query the real-name registration information of the target vehicle through the vehicle's vehicle network card, and at the same time, retrieve the real-name registration information of the vehicle owner's home broadband.

[0081] 3. The vehicle-to-home interconnection cloud platform employs a decision tree algorithm to create decision trees for the vehicle's connected card registration information and broadband registration information based on features such as ID card number, name, gender, date of birth, and ID card address. The system then compares the vehicle's connected card registration information with the broadband registration information according to the decision tree rules to verify their consistency. The decision tree rules can be based on… Figure 3 The priority of some explanations can also be compared one by one, and this application does not limit this.

[0082] 4. If the comparison does not match, the remote control will be interrupted. If the comparison matches, a remote control door opening command will be sent to the home terminal control unit, which will then control the opening and closing of the door.

[0083] Scenario 3: When the car owner needs to drive out, they can remotely control the vehicle to turn on the air conditioning or start the engine through a smart home application (including a smart home speaker). Similar to Scenario 1 and Scenario 2, depending on the security level, in low-security priority scenarios such as simply turning on the air conditioning, security can be strengthened by comparing the vehicle's connected card registration information with the home broadband registration information using a multi-dimensional algorithm. In high-security scenarios such as remotely starting the engine or opening the car door, in addition to comparing the vehicle's connected card registration information with the home broadband registration information using a multi-dimensional algorithm, a facial recognition or voiceprint verification module can be used to verify the door opening, thereby strengthening security at both the identity information and verification levels.

[0084] 1. When leaving home, you can use smart home applications, such as smart speakers or apps, to trigger the vehicle's air conditioning, engine, or doors to turn on.

[0085] 2. Before the car owner controls the vehicle's air conditioning, engine, or doors, the user needs to input real-time facial or voiceprint information. This information is then compared with the pre-recorded facial and voiceprint information of the car owner and the homeowner through the vehicle-home interconnection cloud platform's identity recognition module. In addition, to verify the validity of the facial and voiceprint information, the system can also connect to an identity information database to verify the validity of the facial and voiceprint information as well as the identity information.

[0086] 3. When the car owner controls the vehicle's air conditioning, engine, or doors, the vehicle's real-name registration information can be retrieved through the vehicle's network card on the background vehicle-home interconnection cloud platform. At the same time, the real-name registration information of the car owner's home broadband can also be retrieved.

[0087] 4. The vehicle-home interconnection cloud platform uses a decision tree algorithm to create a decision tree for the vehicle network card real-name registration information and broadband real-name registration information based on features such as ID card number, name, gender, date of birth, and ID card address. The system then compares the vehicle network card real-name information and broadband real-name information for consistency according to the decision tree rules.

[0088] 5. If the comparison does not match, the remote control will be interrupted. If the comparison matches, a remote control command will be sent to the vehicle control unit, which will then control the vehicle to turn on the air conditioning, engine, and doors.

[0089] This application strengthens the security of various operations of vehicle-home interconnection at different security levels from the perspective of identity information. The first point is to add a multi-dimensional algorithm comparison between the real-name registration information of the vehicle network card and the real-name registration information of the home broadband to exclude illegal operations with inconsistent identity information. The second point is to add facial recognition and voiceprint recognition technologies. When remotely controlling the vehicle and remotely controlling the home control terminal through vehicle-home interconnection, facial recognition and voiceprint judgment are added. Under high security level, facial recognition and voiceprint recognition can be connected to the information database to judge authenticity.

[0090] Based on the same technical concept as the vehicle-home interconnection control method provided in the above embodiments, this application also provides a vehicle-home interconnection control device. Please see the following embodiments.

[0091] Figure 4 This is a schematic diagram of a vehicle-home interconnection control device provided in an embodiment of this application, such as... Figure 4 As shown, the vehicle-home interconnection control device 400 may include an acquisition module 410, a query module 420, a comparison module 430, and a sending module 440.

[0092] The acquisition module 410 is used to acquire the first control command of the first device.

[0093] The first query module 421 is used to query the real-name registration information of the first device in response to the first control command.

[0094] The second query module 422 is used to query the real-name registration information of the second device in response to the receiving device information of the first control command, wherein the second device is the device receiving the first control command.

[0095] The comparison module 430 is used to compare the real-name registration information of the first device with that of the second device using classification and regression algorithms to determine whether they are consistent.

[0096] The sending module 440 is used to send a first control command to the second device when the comparison results are consistent, so that the second device operates in response to the first control command.

[0097] In this case, the first device is the target vehicle and the second device is the target home control terminal; or the first device is the target home control terminal and the second device is the target vehicle.

[0098] In some embodiments, where the first device is a target vehicle and the second device is a target home control terminal, and the target vehicle is equipped with a vehicle network card, the first query module 421 is specifically used to query the real-name registration information of the target vehicle through the vehicle network card in response to a first control command; the second query module 422 is specifically used to query the real-name registration information of the home broadband corresponding to the target home control terminal. The sending module 440 is specifically used to send a first control command to the target home control terminal when the comparison result of the real-name registration information of the target vehicle and the real-name registration information of the home broadband is consistent, so that the target home control terminal responds to the first control command and controls the home devices.

[0099] In some embodiments, the classification and regression algorithm includes a decision tree algorithm; the comparison module 430 is specifically used to create multiple decision tree features based on at least two of the following: ID card number, name, gender, date of birth, and ID card address; prioritize each decision tree feature to generate a decision tree; compare the information corresponding to each decision tree feature in turn according to the priority ranking and the decision tree algorithm; if the information corresponding to the first priority decision tree feature is consistent, the decision tree features with a lower priority are not compared; if the information corresponding to the first priority decision tree feature is inconsistent, compare the information corresponding to the decision tree features with a lower priority in turn according to the priority ranking.

[0100] In some embodiments, the vehicle-home interconnection control device further includes a verification module, which verifies the identity of the current operator if the comparison results are consistent. Specifically, the sending module 440 sends a first control command to the second device if the comparison results are consistent and the current operator's identity is verified, so that the second device operates in response to the first control command.

[0101] In some embodiments, the verification module is specifically used to obtain the real-time facial information and / or real-time voiceprint information of the current operator if the comparison is consistent; compare the real-time facial information and / or real-time voiceprint information with the pre-recorded target information through the facial recognition unit and / or voiceprint recognition unit; and verify the identity if the comparison results are consistent.

[0102] In some embodiments, the target information is linked to an identity information database, which is used to detect the validity of the target information.

[0103] The vehicle-home interconnection control device in this embodiment queries the real-name registration information of a first device and a second device through a vehicle-home interconnection cloud platform. It then uses classification and regression algorithms to compare the real-name registration information of the two devices to verify whether the controllers of the first and second devices are the same person. Only when the information matches, indicating the same person, will the first control command from the first device be sent to the second device. The first device is one of the target vehicle and the target home control terminal, and the second device is the other. This reduces the risk of the vehicle owner's identity being impersonated for illegal operations.

[0104] Figure 5 A schematic diagram of an electronic device provided in an embodiment of this application, such as... Figure 5 As shown, the electronic device includes a processor 501 and a memory 502 storing computer program instructions.

[0105] Specifically, the processor 501 may include a central processing unit (CPU), an application specific integrated circuit (ASIC), or one or more integrated circuits that can be configured to implement the embodiments of this application.

[0106] Memory 502 may include mass storage for data or instructions. For example, and not limitingly, memory 502 may include a hard disk drive (HDD), floppy disk drive, flash memory, optical disk, magneto-optical disk, magnetic tape, or Universal Serial Bus (USB) drive, or a combination of two or more of these. Where suitable, memory 502 may include removable or non-removable (or fixed) media. Where suitable, memory 502 may be internal or external to an electronic device. In a particular embodiment, memory 502 is a non-volatile solid-state memory.

[0107] Memory may include read-only memory (ROM), random access memory (RAM), disk storage media devices, optical storage media devices, flash memory devices, and electrical, optical, or other physical / tangible memory storage devices. Therefore, typically, memory includes one or more tangible (non-transitory) computer-readable storage media (e.g., memory devices) encoded with software including computer-executable instructions, and when the software is executed (e.g., by one or more processors), it is operable to perform the operations described with reference to the method according to the first aspect of this application.

[0108] The processor 501 reads and executes computer program instructions stored in the memory 502 to implement any of the vehicle-home interconnection control methods in the above embodiments.

[0109] In one example, an electronic device may further include a communication interface 503 and a bus 510. Wherein, as... Figure 5 As shown, the processor 501, memory 502, and communication interface 503 are connected through bus 510 and complete communication with each other.

[0110] The communication interface 503 is mainly used to realize communication between various modules, devices, units and / or equipment in the embodiments of this application.

[0111] Bus 510 includes hardware, software, or both, that couples components of a terminal service device together. For example, and not limited to, the bus may include an Accelerated Graphics Port (AGP) or other graphics bus, an Extended Industry Standard Architecture (EISA) bus, a Front Side Bus (FSB), a Hyper Transport (HT) interconnect, an Industry Standard Architecture (ISA) bus, an Infinite Bandwidth Interconnect, a Linear Predictive Coding (LPC) bus, a memory bus, a MicroChannel Architecture (MCA) bus, a Peripheral Component Interconnect (PCI) bus, a PCI-Express (Peripheral Component Interconnect-X) bus, a Serial Advanced Technology Attachment (SATA) bus, a Video Electronics Standards Association Local Bus (VESA Local Bus, VLB) bus, or other suitable buses, or a combination of two or more of these. Where appropriate, bus 510 may include one or more buses. Although specific buses are described and illustrated in the embodiments of this application, this application considers any suitable bus or interconnection.

[0112] This device can execute the data processing method described in this application based on various units / components in the data processing system, thereby achieving a combination of... Figures 1 to 3 The described vehicle-home interconnection control method.

[0113] Furthermore, in conjunction with the vehicle-to-home interconnection control method in the above embodiments, this application embodiment can provide a computer-readable storage medium for implementation. This computer-readable storage medium stores computer program instructions; when these computer program instructions are executed by a processor, they implement any of the vehicle-to-home interconnection control methods in the above embodiments.

[0114] It should be clarified that this application is not limited to the specific configurations and processes described above and shown in the figures. For the sake of brevity, detailed descriptions of known methods are omitted here. In the above embodiments, several specific steps are described and shown as examples. However, the method process of this application is not limited to the specific steps described and shown. Those skilled in the art can make various changes, modifications, and additions, or change the order of steps, after understanding the spirit of this application.

[0115] The functional blocks shown in the above-described block diagram can be implemented as hardware, software, firmware, or a combination thereof. When implemented in hardware, they can be, for example, electronic circuits, application-specific integrated circuits (ASICs), appropriate firmware, plug-ins, function cards, etc. When implemented in software, the elements of this application are programs or code segments used to perform the required tasks. Programs or code segments can be stored on a machine-readable medium or transmitted over a transmission medium or communication link via data signals carried on a carrier wave. "Machine-readable medium" can include any medium capable of storing or transmitting information. Examples of machine-readable media include electronic circuits, semiconductor memory devices, read-only memory (ROM), flash memory, erasable read-only memory (EROM), floppy disks, compact disc read-only memory (CD-ROM), optical disks, hard disks, fiber optic media, radio frequency (RF) links, etc. Code segments can be downloaded via computer networks such as the Internet, intranets, etc.

[0116] It should also be noted that the exemplary embodiments mentioned in this application describe methods or systems based on a series of steps or apparatus. However, this application is not limited to the order of the above steps; that is, the steps can be performed in the order mentioned in the embodiments, or in a different order, or several steps can be performed simultaneously.

[0117] The aspects of this disclosure have been described above with reference to flowchart illustrations and / or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of this disclosure. It should be understood that each block in the flowchart illustrations and / or block diagrams, and combinations of blocks in the flowchart illustrations and / or block diagrams, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing apparatus to produce a machine such that these instructions, executable via the processor of the computer or other programmable data processing apparatus, enable the implementation of the functions / actions specified in one or more blocks of the flowchart illustrations and / or block diagrams. Such a processor can be, but is not limited to, a general-purpose processor, a special-purpose processor, a special application processor, or a field-programmable logic circuit. It is also understood that each block in the block diagrams and / or flowcharts, and combinations of blocks in the block diagrams and / or flowcharts, can also be implemented by special-purpose hardware performing the specified functions or actions, or can be implemented by a combination of special-purpose hardware and computer instructions.

[0118] The above description is merely a specific implementation of this application. Those skilled in the art will clearly understand that, for the sake of convenience and brevity, the specific working processes of the systems, modules, and units described above can be referred to the corresponding processes in the foregoing method embodiments, and will not be repeated here. It should be understood that the protection scope of this application is not limited thereto. Any person skilled in the art can easily conceive of various equivalent modifications or substitutions within the technical scope disclosed in this application, and these modifications or substitutions should all be covered within the protection scope of this application.

Claims

1. A vehicle-home interconnection control method, characterized in that, Applied to a vehicle-home interconnection cloud platform, the method includes: Obtain the first control command from the first device; In response to the first control command, query the real-name registration information of the first device; In response to the receiving device information of the first control command, query the real-name registration information of the second device, wherein the second device is the device that received the first control command; The real-name registration information of the first device is compared with that of the second device using classification and regression algorithms to determine whether they are consistent. If the comparison results are consistent, the first control command is sent to the second device so that the second device operates in response to the first control command. Wherein, the first device is the target vehicle and the second device is the target home control terminal; or the first device is the target home control terminal and the second device is the target vehicle; When the first device is the target vehicle, the second device is the target home control terminal, and the target vehicle is equipped with a vehicle networking card, the step of querying the real-name registration information of the first device in response to the first control command includes: In response to the first control command, the real-name registration information of the target vehicle is queried through the vehicle network card; The process of receiving device information in response to the first control command and querying the real-name registration information of the second device includes: In response to the receiving device information of the first control command, query the real-name registration information of the home broadband corresponding to the target home control terminal; If the comparison results are consistent, sending the first control command to the second device includes: If the real-name registration information of the target vehicle matches the real-name registration information of the home broadband, a first control command is sent to the target home control terminal so that the target home control terminal responds to the first control command and controls the home devices.

2. The vehicle-home interconnection control method according to claim 1, characterized in that, The classification and regression algorithm includes a decision tree algorithm; the step of comparing the real-name registration information of the first device with that of the second device using the classification and regression algorithm includes: Create multiple decision tree features based on at least two of the following: ID card number, name, gender, date of birth, and ID card address; Prioritize the features of each decision tree to generate a decision tree; Based on priority sorting and decision tree algorithm, compare the information corresponding to each decision tree feature in turn to see if they are consistent; If the information corresponding to the first priority decision tree features is consistent, the information comparison is not performed on decision tree features with a lower priority than the first priority. If the information corresponding to the decision tree features of the first priority is inconsistent, the information corresponding to the decision tree features with lower priority than the first priority is compared in turn to see if they are consistent.

3. The vehicle-home interconnection control method according to claim 1, characterized in that, After comparing the real-name registration information of the first device with that of the second device using classification and regression algorithms to determine whether they are consistent, the method further includes: If the comparison matches, verify the identity of the current operator; Sending the first control command to the second device when the comparison results are consistent includes: If the comparison results are consistent and the current operator's authentication is successful, the first control command is sent to the second device so that the second device responds to the first control command and operates.

4. The vehicle-home interconnection control method according to claim 3, characterized in that, The step of verifying the identity of the current operator when the comparison matches includes: If the comparison is consistent, the real-time facial information and / or real-time voiceprint information of the current operator are obtained; The real-time facial information and / or the real-time voiceprint information are compared with the pre-recorded target information; If all comparison results are consistent, the identity verification is successful.

5. The vehicle-home interconnection control method according to claim 4, characterized in that, The target information is linked to an identity information database, which is used to detect the validity of the target information.

6. A vehicle-home interconnection control device, characterized in that, The device includes: The acquisition module is used to acquire the first control command of the first device; The first query module is used to query the real-name registration information of the first device in response to the first control command; The second query module is used to query the real-name registration information of the second device in response to the receiving device information of the first control command, wherein the second device is the device that receives the first control command; The comparison module is used to compare the real-name registration information of the first device with that of the second device using classification and regression algorithms to determine whether they are consistent. The sending module is used to send the first control command to the second device when the comparison results are consistent, so that the second device operates in response to the first control command; Wherein, the first device is the target vehicle and the second device is the target home control terminal; or the first device is the target home control terminal and the second device is the target vehicle; When the first device is the target vehicle, the second device is the target home control terminal, and the target vehicle is equipped with a vehicle network card, the first query module is used to query the real-name registration information of the target vehicle through the vehicle network card in response to the first control command. The second query module is used to query the home broadband real-name registration information corresponding to the target home control terminal in response to the receiving device information of the first control command; The sending module is used to send a first control command to the target home control terminal when the comparison result of the real-name registration information of the target vehicle and the real-name registration information of the home broadband is consistent, so that the target home control terminal responds to the first control command and controls the home devices.

7. An electronic device, characterized in that, The electronic device includes: a processor and a memory storing computer program instructions; When the processor executes the computer program instructions, it implements the vehicle-home interconnection control method as described in any one of claims 1-5.

8. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores computer program instructions, which, when executed by a processor, implement the vehicle-home interconnection control method as described in any one of claims 1-5.

9. A computer program product, characterized in that, When the instructions in the computer program product are executed by the processor of the electronic device, the electronic device performs the vehicle-home interconnection control method as described in any one of claims 1-5.

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