CN107222572A - In-vehicle networking Social ecological balance information interaction security design methods under a kind of intelligent network connection environment - Google Patents
In-vehicle networking Social ecological balance information interaction security design methods under a kind of intelligent network connection environment Download PDFInfo
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- CN107222572A CN107222572A CN201710560870.8A CN201710560870A CN107222572A CN 107222572 A CN107222572 A CN 107222572A CN 201710560870 A CN201710560870 A CN 201710560870A CN 107222572 A CN107222572 A CN 107222572A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
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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
- H04L63/20—Network architectures or network communication protocols for network security for managing network security; network security policies in general
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Abstract
The invention discloses In-vehicle networking Social ecological balance information interaction security design methods under a kind of intelligent network connection environment, this method is theoretical by introducing Social ecological balance, from the angle of Social ecological balance three elements (colony, resource, environment), intelligent network connection automobile ECU node, In-vehicle networking, Duo Che groups are analogized to individual, population and the group in Social ecological balance first;Then information and energy are analogized to the resource in Social ecological balance, traffic environment and network environment are analogized to the social environment in Social ecological balance, vehicle-mounted net Social ecological balance framework is set up;Finally by flow process of the information in analysis In-vehicle networking Social ecological balance between ECU and gateway, the interaction relationship between colony, resource, environment three is portrayed, and then constructs In-vehicle networking Social ecological balance information interaction security model under intelligent network connection environment.Join the get off security protection of contained network transport information of environment for intelligent network and establish solid foundation.
Description
Technical field
Join the fields such as automobile, vehicle-mounted net, Social ecological balance, Information Interaction Model design the present invention relates to intelligent network, especially
It is related to In-vehicle networking Social ecological balance information interaction security modelling field under intelligent network connection environment.
Background technology
In recent years, with the new and high technologies such as computer, internet, communication, sensor and artificial intelligence and advanced automobile skill
The rapid fusion of art, promotes intelligent network to join study hotspot and industry increasing that automobile has become the fields such as Global Auto, internet
Long new power.However, for due to more traditional self-organizing network, the dynamic of vehicular ad hoc network is stronger, stability is worse
The features such as, make it the problem of being faced with many in terms of information security and challenge.Therefore, the information peace of automobile is joined based on intelligent network
Full demand, takes into full account traffic and the comprehensive function of network environment, is opened with reference to vehicle netbios topological structure complexity, environment
Etc. feature, it is to solve intelligent network connection environment that a kind of information interaction security model for being suitable for intelligent network connection automotive environment is set up in research
The effective way of lower information security issue.
Domestic and foreign scholars are regarding to the issue above respectively from many aspects such as vehicle protection, control and energy managements to vehicle-mounted net
Network communication construction is studied, and design is improved to traditional In-vehicle networking, it is proposed that join vapour suitable for existing intelligent network
Car environment ethernet communication protocol framework, proposition studies current Ethernet protocol using emulation tool to the anti-of In-vehicle networking
Should be able to power influence, analyze delay and respond for being communicated to In-vehicle networking of packet loss etc..But such scheme is difficult to dash forward
The constraint of broken traditional network architecture, and existence information such as is easily tampered at the information security issue etc..Therefore, it is badly in need of research a kind of new
Intelligent network connection automotive environment get off contained network Social ecological balance information interaction security model, to meet intelligent network connection automotive environment
The information security demand for contained network of getting off.
The content of the invention
To solve above-mentioned situation, it would be desirable to propose that one kind meets intelligent network connection automobile information demand for security, meet intelligence
The information interaction security model of net connection environment.The present invention proposes In-vehicle networking Social ecological balance under a kind of intelligent network connection environment
Information interaction security design methods, this method is theoretical by introducing Social ecological balance, from Social ecological balance three elements
The angle of (colony, resource, environment) is set out, and intelligent network connection automobile ECU node, In-vehicle networking, Duo Che groups are analogized into society
Individual, population and group in the ecosystem, information and energy are analogized to the resource in Social ecological balance, by traffic environment
The social environment in Social ecological balance is analogized to network environment, In-vehicle networking Social ecological balance framework is set up.Then lead to
Flow process of the information crossed in analysis In-vehicle networking Social ecological balance between ECU and gateway, portrays the phase between three
Interaction relation, constructs In-vehicle networking Social ecological balance information interaction security model under intelligent network connection environment.
To achieve these goals, the technical scheme is that:
In-vehicle networking Social ecological balance information interaction security design methods under a kind of intelligent network connection environment, including with
Lower step:
(1) In-vehicle networking Social ecological balance Frame Design;
First, introduce Social ecological balance theoretical, intelligent network is joined into automobile ECU node, In-vehicle networking, the analogy of Duo Che groups
For the individual in Social ecological balance, population and group, information and energy are analogized to the resource in Social ecological balance, will be handed over
Logical environment and network environment analogize to the social environment in Social ecological balance, build In-vehicle networking Social ecological balance framework;
(2) In-vehicle networking Social Ecology information interaction security modelling, including sensing module, decision-making module, execution mould
Block, four modules of interactive module;
Sensing module is responsible for perceiving traffic environment information, and sends that information to gateway, by gateway forwards information to certainly
Plan module carries out relevant Decision, and decision-making sends the result of decision to gateway after the completion of performing, and the gateway forwards decision-making is to performing mould
Block, performing module performs corresponding operating according to the result of decision, so that operating and controlling vehicle is to change vehicle running state;
Interactive module is carried out with other entities in network environment after information exchange, by the key message in information exchange
Gateway is sent to, entering decision-making module by gateway forwards information carries out decision-making, and after the completion of decision-making module decision-making, the result of decision is sent out
Gateway is delivered to, gateway sends the result of decision to performing module, and performing module performs corresponding operating according to the result of decision, so as to grasp
Vehicle is controlled to change vehicle running state.
Further, the environment is network environment, and in outermost, colony and resource relationship are got up.
Further, the single ECU nodes for joining automobile by intelligent network constitute individual, multiple ECU nodes constitute one it is complete
In-vehicle networking and then composition population, multiple vehicle-mounted nets constitute Duo Che groups and then constitute group.
Further, the material base that the resource develops as In-vehicle networking Social ecological balance, mainly includes information money
Source and energy resource.
Further, described sensing module is connected with gateway, main to be responsible for perceiving external traffic environmental information, and by information
It is sent to gateway.
Further, described decision-making module is connected with gateway, main to be responsible for sending gateway the information progress decision-making with this,
And send the result of decision to gateway.
Further, described performing module is connected with gateway, main to be responsible for performing the gateway transmission result of decision, so as to manipulate
Vehicle is to change transport condition.
Further, described interactive module is connected with gateway, mainly carries out information exchange with external web environment, and by net
Network environmental information is forwarded to gateway.
Set forth herein In-vehicle networking Social ecological balance information interaction security modelling side under a kind of intelligent network connection environment
Method scheme, the program has following beneficial effect:
1) by introducing Social ecological balance model, establish In-vehicle networking Social ecological balance framework, so clearly and
The framework of In-vehicle networking Social ecological balance is embodied, the safety existed between being interacted for analysis In-vehicle networking internal information is asked
Topic provides basis.
2) based on constructed In-vehicle networking Social ecological balance framework, analyze In-vehicle networking internal information and ask safely
Topic, and then construct In-vehicle networking Social Ecology information interaction security model, is got off contained network with meeting intelligent network connection automotive environment
Information security demand.
Brief description of the drawings
Fig. 1 is overall design drawing of the invention;
Fig. 2 is In-vehicle networking Social ecological balance frame diagram of the invention;
Fig. 3 is the In-vehicle networking Social Ecology information interaction security illustraton of model in the present invention;
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described.
The present invention method master-plan as shown in figure 1, mainly include 1) In-vehicle networking Social ecological balance Frame Design,
2) two parts under In-vehicle networking Social Ecology information interaction security model:
1st, In-vehicle networking Social ecological balance Frame Design
First, Social ecological balance is introduced theoretical, from the angle of Social ecological balance three elements (colony, resource, environment)
Set out, by intelligent network join automobile ECU node, In-vehicle networking, Duo Che groups analogize to individual in Social ecological balance, population and
Group, information and energy is analogized to the resource in Social ecological balance, and traffic environment and network environment are analogized into social life
Social environment in state system, builds In-vehicle networking Social ecological balance framework as shown in Figure 2.As shown in Fig. 2 car is in network
Social ecological balance is main by environment (including network environment), colony (including group's individual, population, group), resource (including information
Resource, energy resources) three parts composition.Wherein, environment gets up colony and resource relationship in outermost;Colony is respectively
The single ECU nodes for joining automobile by intelligent network constitute individual, multiple ECU nodes and constitute a complete In-vehicle networking and then constitute
Population, multiple vehicle-mounted nets constitute Duo Che groups and then constitute group;The thing that resource develops as In-vehicle networking Social ecological balance
Matter basis, mainly includes information resources and energy resource.
Colony, as unique main body with subjective initiative in In-vehicle networking Social ecological balance, is that (ECU is saved by individual
Point), population (In-vehicle networking) and (Duo Che groups) composition.In whole In-vehicle networking Social ecological balance, it is the most active because
Element is colony.Information resources therein are the chief value places of In-vehicle networking Social ecological balance, are also In-vehicle networking society
The core of the ecosystem, the good and bad performance of In-vehicle networking Social ecological balance is reflected from the quality of information resources.Information
Since generation, flowed in the ecosystem, by the receiving of colony, spread, discard the dross and select the essential, ultimately form and be available for In-vehicle networking
The knowledge of In-vehicle networking Social ecological balance that Social ecological balance is used, abstract, correct, knowledge only in this way just may be used
As resource, can just make In-vehicle networking Social ecological balance keep balance.It will not be influenceed because of deceptive information, error message etc.
The stable equilibrium of In-vehicle networking society.
2nd, In-vehicle networking Social Ecology information interaction security model
Information resources are the chief value places of In-vehicle networking Social ecological balance, therefore in In-vehicle networking Social Ecology system
After the completion of framework of uniting is set up, we are by by analyzing the information in In-vehicle networking Social ecological balance between ECU and gateway
Flow process, is explored because sensitive information is let out in the personation of radio reception device identity, the personation of ECU node identities, In-vehicle networking
The information security issues such as dew, the failure mechanism balanced to system ecology sets up In-vehicle networking Social ecological balance information exchange peace
Full model, is got off the information security demand of contained network with meeting intelligent network connection automotive environment.
In-vehicle networking Social Ecology information interaction security model is as shown in figure 3, mainly include following four parts:1) perceive
Module;2) decision-making module;3) interactive module;4) performing module, four modules are all in In-vehicle networking Social ecological balance
Individual ECU nodes constitute and be connected with gateway.It is substantially carried out following two processes:
1st, sensing module is responsible for perceiving traffic environment information, and sends that information to gateway, by gateway forwards information to
Decision-making module carries out relevant Decision, and decision-making sends the result of decision to gateway, gateway forwards decision-making to execution after the completion of performing
Module, performing module performs corresponding operating according to the result of decision, so that operating and controlling vehicle is to change vehicle running state.
Embodiments of the invention are:Sensing module perceives road ahead road conditions for descending section, and sensing module is by the road
Condition information is sent to gateway, and gateway is responsible for being forwarded to the traffic information decision-making module, and decision-making module is obtained after the message, made
The deceleration result of decision, then the gateway forwards result of decision is to performing module, and subsequent performing module performs deceleration-operation, so that
Vehicle deceleration is travelled.
2nd, after other entities in interactive module and network environment carry out information exchange, the key in information exchange is believed
Breath is sent to gateway, and entering decision-making module by gateway forwards information carries out decision-making, after the completion of decision-making module decision-making, by the result of decision
Send to gateway, gateway sends the result of decision to performing module, and performing module performs corresponding operating according to the result of decision, so that
Operating and controlling vehicle is to change vehicle running state.
Embodiments of the invention are:Interactive module is carried out with other entities in network environment after information exchange, is learnt
Emergency traffic accident occurs for road ahead, and the traffic accident information is sent to gateway by sensing module, and gateway is responsible for the traffic
Accident information is forwarded to decision-making module, and decision-making module is obtained after the message, makes the result of decision of change traffic path, then net
Pipe forwards the result of decision to performing module, and subsequent performing module performs change traffic path operation, so that vehicle change is worked as
Preceding traffic path, and then route or travel by vehicle is planned again.
To sum up, In-vehicle networking Social ecological balance information interaction security model is set under a kind of intelligent network of the invention connection environment
Meter method, this method is theoretical by introducing Social ecological balance, from Social ecological balance three elements (colony, resource, environment)
Angle is set out, and intelligent network connection automobile ECU node, In-vehicle networking, Duo Che groups are analogized to in Social ecological balance first
Body, population and group;Then information and energy are analogized to the resource in Social ecological balance, by traffic environment and network environment
The social environment in Social ecological balance is analogized to, vehicle-mounted net Social ecological balance framework is set up;Finally by the vehicle-mounted net of analysis
Flow process of the information between ECU and gateway in network Social ecological balance, portrays colony's (ECU, ECU), resource
Interaction relationship between (information, energy), environment (traffic, network) three, so construct intelligent network connection environment get off
Contained network network Social ecological balance information interaction security model.Join the get off security protection of contained network transport information of environment for intelligent network to establish
Determine solid foundation.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " illustrative examples ",
The description of " example ", " specific example " or " some examples " etc. means to combine specific features, the knot that the embodiment or example are described
Structure, material or feature are contained at least one embodiment of the present invention or example.In this manual, to above-mentioned term
Schematic representation is not necessarily referring to identical embodiment or example.Moreover, specific features, structure, material or the spy of description
Point can in an appropriate manner be combined in any one or more embodiments or example.
Although an embodiment of the present invention has been shown and described, it will be understood by those skilled in the art that:Not
In the case of departing from the principle and objective of the present invention a variety of change, modification, replacement and modification can be carried out to these embodiments, this
The scope of invention is limited by claim and its equivalent.
Claims (8)
1. a kind of In-vehicle networking Social ecological balance information interaction security design methods under intelligent network connection environment, its feature exists
In comprising the following steps:
(1) In-vehicle networking Social ecological balance Frame Design;
First, introduce Social ecological balance theoretical, intelligent network connection automobile ECU node, In-vehicle networking, Duo Che groups are analogized into society
Individual, population and group in the meeting ecosystem, information and energy are analogized to the resource in Social ecological balance, by traffic ring
Border and network environment analogize to the social environment in Social ecological balance, build In-vehicle networking Social ecological balance framework;
(2) In-vehicle networking Social Ecology information interaction security modelling, including sensing module, decision-making module, performing module, friendship
Four modules of mutual module;
Sensing module is responsible for perceiving traffic environment information, and sends that information to gateway, by gateway forwards information to decision model
Block carries out relevant Decision, and decision-making sends the result of decision to gateway after the completion of performing, and the gateway forwards decision-making is held to performing module
Row module performs corresponding operating according to the result of decision, so that operating and controlling vehicle is to change vehicle running state;
Interactive module is carried out with other entities in network environment after information exchange, and the key message in information exchange is sent
To gateway, decision-making module is entered by gateway forwards information and carries out decision-making, after the completion of decision-making module decision-making, by the result of decision send to
Gateway, gateway sends the result of decision to performing module, and performing module performs corresponding operating according to the result of decision, so as to manipulate car
To change vehicle running state.
2. In-vehicle networking Social ecological balance information interaction security mould under a kind of intelligent network connection environment according to claim 1
Type design method, it is characterised in that the environment is network environment, and in outermost, colony and resource relationship are got up.
3. In-vehicle networking Social ecological balance information interaction security mould under a kind of intelligent network connection environment according to claim 1
Type design method, it is characterised in that the single ECU nodes for joining automobile by intelligent network constitute individual, multiple ECU nodes constitute one
Complete In-vehicle networking and then composition population, multiple vehicle-mounted nets constitute Duo Che groups and then constitute group.
4. In-vehicle networking Social ecological balance information interaction security mould under a kind of intelligent network connection environment according to claim 1
Type design method, it is characterised in that the material base that the resource develops as In-vehicle networking Social ecological balance, mainly includes
Information resources and energy resource.
5. In-vehicle networking Social ecological balance information interaction security mould under a kind of intelligent network connection environment according to claim 1
Type design method, it is characterised in that described sensing module is connected with gateway, it is main to be responsible for perceiving external traffic environmental information,
And send information to gateway.
6. In-vehicle networking Social ecological balance information interaction security mould under a kind of intelligent network connection environment according to claim 1
Type design method, it is characterised in that described decision-making module is connected with gateway, it is main to be responsible for that gateway is sent to enter with this information
Row decision-making, and the result of decision is sent to gateway.
7. In-vehicle networking Social ecological balance information interaction security mould under a kind of intelligent network connection environment according to claim 1
Type design method, it is characterised in that described performing module is connected with gateway, it is main to be responsible for performing the gateway transmission result of decision,
So as to which operating and controlling vehicle is to change transport condition.
8. In-vehicle networking Social ecological balance information interaction security mould under a kind of intelligent network connection environment according to claim 1
Type design method, it is characterised in that described interactive module is connected with gateway, mainly enters row information friendship with external web environment
Mutually, and by network environment information it is forwarded to gateway.
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109164799A (en) * | 2018-07-24 | 2019-01-08 | 江苏大学 | A kind of driving Active collision avoidance system and method |
CN109756516A (en) * | 2019-03-04 | 2019-05-14 | 苏州工业园区职业技术学院 | A kind of vehicle-carrying communication detection system based on intelligent network connection automobile |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103646557A (en) * | 2013-11-13 | 2014-03-19 | 重庆邮电大学 | Three-dimensional microform intelligent-traffic management system based on internet of things |
CN104002816A (en) * | 2014-05-22 | 2014-08-27 | 厦门雅迅网络股份有限公司 | Oil saving method based on geographical environment mining and perceiving of vehicle |
CN106128140A (en) * | 2016-08-11 | 2016-11-16 | 江苏大学 | Car networked environment down train service active perception system and method |
CN106447542A (en) * | 2016-08-29 | 2017-02-22 | 江苏大学 | Active traveling service system for Internet of Vehicles and service need dynamic acquisition and construction method |
CN106487848A (en) * | 2015-08-28 | 2017-03-08 | 北京易车互联信息技术有限公司 | Car networking ecosystem and car-mounted terminal subsystem |
-
2017
- 2017-07-11 CN CN201710560870.8A patent/CN107222572A/en active Pending
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103646557A (en) * | 2013-11-13 | 2014-03-19 | 重庆邮电大学 | Three-dimensional microform intelligent-traffic management system based on internet of things |
CN104002816A (en) * | 2014-05-22 | 2014-08-27 | 厦门雅迅网络股份有限公司 | Oil saving method based on geographical environment mining and perceiving of vehicle |
CN106487848A (en) * | 2015-08-28 | 2017-03-08 | 北京易车互联信息技术有限公司 | Car networking ecosystem and car-mounted terminal subsystem |
CN106128140A (en) * | 2016-08-11 | 2016-11-16 | 江苏大学 | Car networked environment down train service active perception system and method |
CN106447542A (en) * | 2016-08-29 | 2017-02-22 | 江苏大学 | Active traveling service system for Internet of Vehicles and service need dynamic acquisition and construction method |
Non-Patent Citations (1)
Title |
---|
李静林等: "车联网体系结构及其关键技术", 《北京邮电大学学报》 * |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109164799A (en) * | 2018-07-24 | 2019-01-08 | 江苏大学 | A kind of driving Active collision avoidance system and method |
CN109756516A (en) * | 2019-03-04 | 2019-05-14 | 苏州工业园区职业技术学院 | A kind of vehicle-carrying communication detection system based on intelligent network connection automobile |
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Application publication date: 20170929 |