CN109214835A - A kind of method and apparatus identifying vehicle driving behavior - Google Patents
A kind of method and apparatus identifying vehicle driving behavior Download PDFInfo
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Abstract
The invention discloses a kind of method and apparatus for identifying vehicle driving behavior, to solve the problem of that can not identify whether the traveling behavior of vehicle is abnormal according to the driving parameters information of vehicle in the prior art brings about great losses.The embodiment of the present invention first obtains the driving parameters information of target vehicle, and then the section that target target vehicle is presently in is determined according to the driving parameters information got, and the driving status of the target vehicle, the reference driving status of determining driving status same type corresponding with the section that target vehicle is presently in is compared, determines that the target vehicle travels abnormal behavior according to comparing result.Since the present invention can determine whether the traveling behavior of vehicle is abnormal, after determining the traveling abnormal behavior of vehicle, does not give subsidies to the corresponding driver of the vehicle and passenger, reduces loss according to the driving parameters information of vehicle.
Description
Technical field
The present invention relates to big data technology of sharing field more particularly to a kind of method for identifying vehicle driving behavior and set
It is standby.
Background technique
Network about garage's industry is an emerging internet industry, and many Internet companies are all fighting for this market, such as
Drop drop, excellent step etc..
In the industry competition each time of network about vehicle, more car owners inevitably all are encouraged using the mode of subsidy
With the net about vehicle platform under passenger's addition.Subsidy, which always is, obtains that new user is most direct, most effective means.But major
Net has expedited the emergence of the black interests chain of network about vehicle in the case that about vehicle platform is subsidized energetically, produces the phenomenon that brush singly deceives benefit.
It is exactly to cheat transaction of the molecule by non-genuine intention that the brush, which singly deceives and mends phenomenon, obtains network about vehicle net about vehicle
The subsidy of platform, this phenomenon cause network about vehicle net about vehicle platform to many subsidies, but are not used really finally
Family does not achieve the purpose that marketing, leads to massive losses.
In the process of moving, cheat is by constructing wash sale, but and there is no true departments in computer simulation
Machine and passenger, but net about vehicle platform will not identify the traveling behavior of vehicle, and this order can be considered one it is true
Transaction, gives driver and passenger and subsidizes accordingly, cause huge loss.
To sum up, can not identify whether the traveling behavior of vehicle is abnormal according to the driving parameters information of vehicle in the prior art,
It brings about great losses.
Summary of the invention
The present invention provides a kind of method and apparatus for identifying vehicle driving behavior, to solve in the prior art can not basis
Whether the traveling behavior of the driving parameters information identification vehicle of vehicle is abnormal, the problem of bringing about great losses.
In a first aspect, the embodiment of the present invention provides a kind of method for identifying vehicle driving behavior, this method comprises:
Obtain the driving parameters information of target vehicle；
The section and the target vehicle that the target vehicle is presently in are determined according to the driving parameters information got
Driving status；
The driving status of the determining target vehicle is corresponding with the section that the target vehicle is presently in similar
The reference driving status of type compares；
Determine whether the target vehicle traveling behavior is abnormal according to comparing result.
The above method first obtains the driving parameters information of target vehicle, and then true according to the driving parameters information got
The driving status in section and the target vehicle that the vehicle that sets the goal is presently in, by determining driving status and target vehicle
The reference driving status of the corresponding same type in the section being presently in compares, and determines the target vehicle according to comparing result
Travel abnormal behavior.Since the present invention can determine whether the traveling behavior of vehicle is abnormal according to the driving parameters information of vehicle,
After determining the traveling abnormal behavior of vehicle, it is determined that there is brush and singly deceive benefit behavior, not to the corresponding driver of the vehicle and multiply
Visitor gives subsidies, and reduces loss.
In one possible implementation, the driving parameters information that the basis is got determines that the target vehicle is worked as
When preceding locating section, according to the section of location information and division in the driving parameters information, the target vehicle is determined
The section being presently in.
The above method, road that the target vehicle is presently in can be determined according to the road of location information and division by providing
Section, and then the available target vehicle of the platform is presently in the driving parameters information of other vehicles on section, and
The driving status of the driving status and the target vehicle that determine other vehicles compares, due to being the corresponding row of same a road section
State is sailed, therefore keeps comparing result more accurate, and then can determine the row of the target vehicle according to the driving status
It whether abnormal sails behavior, does not give corresponding subsidy after determining exception, reduce loss.
In one possible implementation, section division is carried out according to following manner:
Traffic route figure corresponding to vehicle shared platform is obtained from the server-side for providing traffic route figure in advance；
At least one different presumptive area is divided into according to longitude and latitude to the traffic route figure of acquisition；
For the route in each presumptive area, section division is carried out according to preset distance.
The above method provides the method for dividing section, and then can accurately determine each section.
In one possible implementation, the driving status of the target vehicle includes travel speed and/or traveling side
To.
In one possible implementation, the driving status of the target vehicle includes travel speed；
The driving status by the determining target vehicle is corresponding with the section that the target vehicle is presently in
When the reference driving status of same type compares, according in the section that the target vehicle is presently within a preset period of time
The driving parameters information of other vehicles in addition to the target vehicle determines that the section that the target vehicle is presently in is corresponding
Travel speed range；
If the travel speed of the target vehicle is not within the scope of the travel speed, it is determined that the row of the target vehicle
Sail velocity anomaly.
In one possible implementation, the driving status of the target vehicle includes driving direction；
The driving status by the determining target vehicle is corresponding with the section that the target vehicle is presently in
When the reference driving status of same type compares, according in the section that the target vehicle is presently within a preset period of time
The driving parameters information of other vehicles in addition to the target vehicle, determines the driving direction of preset time period vehicle；
If the driving direction of the target vehicle is different from the driving direction of preset time period vehicle is determined, it is determined that described
The driving direction of target vehicle is abnormal.
The above method, clearly providing the driving status includes travel speed and/or driving direction, and clearly provides traveling
When how to determine whether the travel speed of the target vehicle is abnormal and driving status is driving direction when state is travel speed
How to determine whether the driving direction of the target vehicle is abnormal.
In one possible implementation, it states and determines whether the target vehicle traveling behavior is abnormal according to comparing result
When:
If the driving status includes travel speed, after determining the travel speed exception, the target carriage is determined
Traveling abnormal behavior；Or
If the driving status includes driving direction, after determining the driving direction exception, the vehicle is determined
Travel abnormal behavior；Or
If the driving status includes travel speed and driving direction, the travel speed and/or the row are being determined
After sailing direction exception, the traveling abnormal behavior of the vehicle is determined.
The above method clearly provides and how to determine whether the traveling behavior of the target vehicle is abnormal according to transport condition,
After determining at least one driving status exception, the traveling behavior of the target vehicle determines that exception, does not give at this time corresponding
Subsidy, reduce loss.
Second aspect, the embodiment of the present invention provide a kind of equipment for identifying vehicle driving behavior, which includes: at least one
A processing unit and at least one storage unit, wherein the storage unit is stored with program code, when described program generation
When code is executed by the processing unit, so that the processing unit executes following process:
Obtain the driving parameters information of target vehicle；
The section and the target vehicle that the target vehicle is presently in are determined according to the driving parameters information got
Driving status；
The driving status of the determining target vehicle is corresponding with the section that the target vehicle is presently in similar
The reference driving status of type compares；
Determine whether the target vehicle traveling behavior is abnormal according to comparing result.
The third aspect, the embodiment of the present invention provide a kind of equipment for identifying vehicle driving behavior, which includes: acquisition mould
Block, the first determining module, contrast module, the second determining module；
It obtains module to be used for: obtaining the driving parameters information of target vehicle；
First determining module is used for: determining the road that the target vehicle is presently according to the driving parameters information got
The driving status of section and the target vehicle；
Contrast module is used for: the road that the driving status of the determining target vehicle and the target vehicle are presently in
The reference driving status of the corresponding same type of section compares；
Second determining module is used for: determining whether the target vehicle traveling behavior is abnormal according to comparing result.
In addition, second aspect technical effect brought by any implementation into the third aspect can be found in first party
Technical effect brought by different implementations, details are not described herein again.
The aspects of the invention or other aspects can more straightforwards in the following description.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly introduced, it should be apparent that, drawings in the following description are only some embodiments of the invention, for this
For the those of ordinary skill in field, without any creative labor, it can also be obtained according to these attached drawings
His attached drawing.
Fig. 1 is a kind of method flow diagram for identifying vehicle driving behavior provided in an embodiment of the present invention；
Fig. 2 is a kind of equipment structure chart for identifying vehicle driving behavior provided in an embodiment of the present invention；
Fig. 3 is the equipment structure chart of another identification vehicle driving behavior provided in an embodiment of the present invention.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with attached drawing to the present invention make into
It is described in detail to one step, it is clear that the described embodiment is only a part of the embodiment of the present invention, instead of all the embodiments.
Based on the embodiments of the present invention, obtained by those of ordinary skill in the art without making creative efforts all
Other embodiments shall fall within the protection scope of the present invention.
Internet industry is popularized, and is kept the life of user more and more convenient, but is being brought the same of life convenient to user
When there is also in certain drawback, by taking net about vehicle as an example, user, which gos out, before needs when needing to take taxi to roadside to intercept, existing
User can place an order in application software after having net about vehicle, and having proves success of calling a taxi when driver's order, while can be right
Driver and passenger have corresponding subsidy；Due to interest relations, there can be the behavior that brush singly deceives benefit, for example driver passenger passes through calculating
Mechanism builds wash sale, and vehicle driving can have certain mistake during this, but net about vehicle platform can not detect vehicle
Traveling behavior give passenger therefore, it is considered that being true traveling behavior and driver subsidize accordingly, cause damages.
Therefore example of the present invention provides a kind of method for identifying vehicle driving behavior, is determined according to the driving parameters information of vehicle
The driving status of vehicle determines whether the traveling behavior of the vehicle is normal according to the driving state of the vehicle, travels shape determining
After state exception, then illustrate the traveling abnormal behavior of vehicle, will not give subsidize at this time, reduces loss.
The embodiment of the present invention is described in further detail with reference to the accompanying drawings of the specification:
The embodiment of the present invention is for a kind of method for identifying vehicle driving behavior, as shown in Figure 1, specifically comprising the following steps:
Step 100, the driving parameters information of target vehicle is obtained；
Step 110, section that the target vehicle is presently in and described is determined according to the driving parameters information got
The driving status of target vehicle；
Step 120, the section pair driving status of the determining target vehicle and the target vehicle being presently in
The reference driving status for the same type answered compares；
Step 130, determine whether the target vehicle traveling behavior is abnormal according to comparing result.
In embodiments of the present invention, the driving parameters information of target vehicle is first obtained, and then is joined according to the traveling got
Number information determine the driving status in section and the target vehicle that target vehicle is presently in, by determining driving status with
The reference driving status of the corresponding same type in the section that target vehicle is presently in compares, according to comparing result determination
Target vehicle travels abnormal behavior.Since the traveling behavior of the invention that can determine vehicle according to the driving parameters information of vehicle is
No exception, after determining the traveling abnormal behavior of vehicle, it is determined that there is brush and singly deceive benefit behavior, not to the corresponding department of the vehicle
Machine and passenger give subsidies, and reduce loss.
In the embodiment of the present invention, the target vehicle, for the vehicle registered in net about vehicle platform；Net Yue Cheping
When platform obtains driving parameters information, the vehicle-mounted GPS positioning system of the main cellphone GPS positioning device for passing through driver or vehicle is pressed
According to the temporal frequency location information collected of setting, direction, the time point of acquisition, vehicles identifications etc..
Wherein, the vehicles identifications are license plate or VIN (Vehicle Identification Number, vehicle identification
Code), vehicles identifications are the unique identification of vehicle, can accurately determine vehicle.
In embodiments of the present invention, net about vehicle platform can be determined according to the driving parameters information of the target vehicle got
The section that the target vehicle is presently in.
Specifically, net about vehicle platform carries out section division to presumptive area.
Friendship corresponding to network about vehicle platform is obtained from the server-side (such as platforms such as Amaps) for providing traffic route figure
Passway figure shows the position of each route on traffic track figure；
At least multiple and different presumptive areas is divided into according to longitude and latitude to the traffic route figure of acquisition；
For the route in each presumptive area, section division is carried out according to preset distance, by all division sections
Information preservation is into the net about information database of vehicle platform；
When dividing presumptive area according to longitude and latitude, the point of several known longitudes and latitudes may be selected, its line is surrounded
Closed area is denoted as a presumptive area, such as the rectangular area that four points surround；Again with one of point for starting point, by this area
All routes in domain are divided into a section according to preset distance, such as every 100m.
Excessive restriction, those skilled in the art are not done to the number of at least one different presumptive area described herein
Suitable adjustment can be done according to actual needs；Excessive restriction is not done to above-mentioned preset distance, is in the present embodiment in preferred situation
100m, preset distance is either one or more, can use identical preset distance in different routes, can also be with
Using different preset distances, those skilled in the art can do suitable adjustment according to actual needs.
After by the information preservation to the net about information database of vehicle platform in all division sections, due to section and position
Between there are corresponding relationships, therefore when get include the driving parameters information of location information after, can be according to driving parameters
The division section stored in location information and the net about information database of vehicle platform in information is corresponding with location information to close
System, determines the section that the target vehicle is presently in.
It in embodiments of the present invention, can also be according to upper acquisition when determining the presently described section of the target vehicle
The driving parameters information of target vehicle determine travel speed and driving direction of the target vehicle etc..
Determine whether the traveling behavior of the vehicle is abnormal according to the travel speed and/or the driving direction, specifically
It sees the examples below.
Embodiment one: the driving status includes the travel speed.
Optionally, according in the driving parameters information time and position determine the travel speed of the target vehicle；
Current time and location information are specifically obtained, location information is obtained again after a period of time, according to position
Confidence breath determines the operating range of the target vehicle, and can determine the corresponding duration of the operating range of the target vehicle,
According to operating range and the corresponding duration of the operating range, the current travel speed of the target vehicle is determined.
The period of interval acquiring location information is not specifically limited herein, in the present embodiment, the position before 5S can be used
Confidence breath and current location information calculate displacement of the vehicle between this 5S, and then acquisition time difference 5S are combined to calculate
Velocity amplitude is travelled out, and those skilled in the art can be adjusted according to actual needs.
In embodiments of the present invention, after determining travel speed of the target vehicle on current road segment, needing will be true
It is corresponding that current travel speed of the fixed target vehicle on current road segment with the target vehicle is presently in section
It is compared with reference to travel speed, determines whether the travel speed of the target vehicle is abnormal.
Optionally, according in the section that the target vehicle is presently within a preset period of time remove the target vehicle it
The driving parameters information of other outer vehicles determines the corresponding travel speed range in section that the target vehicle is presently in；
If the travel speed of the target vehicle is not within the scope of the travel speed, it is determined that the row of the target vehicle
Sail velocity anomaly.
Wherein, the preset time period is the nearest period, generally takes the preceding 5S of current time, certain those skilled in the art
Member can be adjusted according to the actual situation.
Net about vehicle platform obtains in preset time according to the GPS positioning device of driver or the vehicle-mounted GPS positioning system of vehicle
Out it is the driving parameters information of his vehicle except the target vehicle, the row of each car is determined according to the driving parameters information
Sail speed (the same target vehicle of calculation)；
Vehicle within a preset period of time is calculated according to the travel speed for each car of calculating gone out except target vehicle
Average overall travel speed value and travel speed variance yields, and then determined according to the average overall travel speed value and travel speed variance yields
The corresponding travel speed range in the section that the target vehicle is presently in；
For example, the minimum value of travel speed range is denoted as: average overall travel speed value subtracts travel speed variance yields, will go
The maximum value for sailing velocity interval is denoted as: average overall travel speed value adds N times of travel speed variance yields；Preferably, N=2, ability
The technical staff in domain can according to actual needs be adjusted N value.
In embodiments of the present invention, the travel speed range of current road segment can also be determined according to the mode of statistical distribution,
The corresponding travel speed of vehicle in addition to the target vehicle is subjected to statistical distribution, it is reasonable according to distribution design determining one
Travel speed range, for example, 98 quantiles of travel speed quantile to be denoted as to the maximum value of sections of road velocity interval；It will
1 quantile of travel speed quantile is denoted as the minimum value of sections of road velocity interval；Those skilled in the art can be according to reality
Border demand adjusts.
On current road segment, by the travel speed of determining target vehicle travel speed corresponding with the current road segment determined
Range is compared, and the travel speed of the target vehicle is determined whether within the scope of the travel speed, if the target carriage
Travel speed within the scope of the travel speed, it is determined that the travel speed of the target vehicle is normal, otherwise determine institute
The travel speed for stating target vehicle is abnormal, after determining the travel speed exception of the target vehicle, determines the target vehicle
Traveling abnormal behavior.
For example, the traveling of vehicle is fast at this time if target vehicle described in current time is presently in section and is in congestion status
Spend it is slower, it is thus determined that Vehicle Speed range it is smaller, if the target vehicle travel speed is very fast, not in congestion
In velocity interval, then illustrates the driver of the target vehicle and do not know about the road conditions of current road segment, it is seen that not on the section
Normally travel is the virtual behavior constructed by computer.
In embodiments of the present invention, after the net about vehicle platform determines the traveling abnormal behavior of the target vehicle, then
The corresponding passenger of the target vehicle and driver's subsidy are not given, reduce loss.
In an implementation, the travel speed that each car can be determined according to the driving parameters information of vehicle, according to except target carriage
The travel speed of other vehicles other than determines travel speed range, keeps the travel speed of determining vehicle more accurate,
According to the travel speed of other vehicles can more determine current road segment it is corresponding seem normally speed, and then will be determining
The travel speed of target vehicle travel speed range corresponding with current road segment compares, and can accurately determine the mesh
Whether the traveling behavior for marking vehicle is abnormal, and then reduces subsidy.
Embodiment two: the driving status includes the driving direction.
By driver mobile phone GPS positioning device or the vehicle-mounted GPS positioning system of vehicle, within a preset period of time according to setting
Be that temporal frequency acquires the target vehicle in the driving direction being presently on section, and its in addition to target vehicle
The driving direction of his vehicle, and the direction of the driving direction of target vehicle and other vehicles is compared into determining driving direction be
It is no identical, if driving direction is different, it is determined that the traveling abnormal behavior of the vehicle, the net about vehicle platform will not be given at this time
Corresponding subsidy.
For example, the presently described section of the target is one-way road, the driving direction of the target vehicle be from south to north,
And driving direction of the vehicle in the one-way road gone out other than the target vehicle that the platform obtains is by north orientation south, institute
The driving direction for other vehicles that the driving direction and the platform for stating target vehicle obtain on the contrary, illustrate the target carriage at this time
Driver and do not know about true road information, be by software simulate carry out, then do not give corresponding subsidy.
In embodiments of the present invention, the driving direction of vehicle can also according in driving parameters information time and position phase
In conjunction with determination.
Embodiment three: the traveling behavior includes travel speed and driving direction.
Net about vehicle platform is according to the GPS positioning device of driver or the vehicle-mounted GPS positioning system of vehicle, according to the regular hour
The GPS historical data of all vehicles in interval acquiring preset time, wherein the time interval can be 1 day, when described default
Between can be 15 days, those skilled in the art can be modified accordingly according to actual needs.
It is getting in preset time after the GPS data of all vehicles, each division road is determined according to the GPS data of acquisition
Signal location in section.
Since there are the position of signal lamp, vehicle is shown as halted state, the traveling for there are more vehicles in historical data is found
State is halted state, and when in the time range of the time stopped and default range, it is determined that vehicle is in waiting signal lamp.
Net about vehicle platform obtains the target carriage according to the GPS positioning device of driver or the vehicle-mounted GPS positioning system of vehicle
Driving parameters information, the target vehicle is determined according to the section of location information and division in the driving parameters information
The section being presently in；And determine that the section that the target vehicle is presently in whether there is signal lamp；Determining the target
Vehicle is presently in section there are after signal lamp, monitoring running condition information of the target vehicle at signal lamp, and monitors
The driving parameters information of other vehicles in addition to target vehicle within a preset period of time.
Monitor whether the signal location that the target vehicle is presently in section has vehicle stopping, if there is stopping vehicle,
Platform record stops the vehicles identifications, such as stopcar1, stopcar2, stopcar3 etc. of vehicle, when there are vehicle stopping
The driving status of other vehicles is monitored simultaneously, it is determined whether there is the vehicle driven through, if there is the vehicle driven through, record row
Sail by vehicle driving direction, such as straight trip, turn left, turn right；
When the vehicle launch stopped before determining current signal light position, the driving direction of monitoring starting vehicle, such as
Straight trip turns left, turns right, and recording the travel speed of starting vehicle；
It is current when determining that foregoing description starting vehicle is halted state according to the driving direction of starting vehicle and travel speed
Whether the driving direction and travel speed of vehicle are abnormal；
For example, the driving direction of starting vehicle is straight trip, it is determined that before to keep straight on illegal state (i.e. red light phase), but
Target vehicle is kept straight on during executing illegal state, it is determined that the target vehicle makes a dash across the red light, and illustrates the target vehicle
Driver does not simultaneously know about current signal lamp state, and there are virtual driving behaviors, i.e. driving behavior is abnormal, does not give corresponding benefit
It helps；
If the vehicle of starting is left turn state, it is determined that be before left turn ban state, but have vehicle execution at this time, then say
Bright straight trip is prevailing state, records the travel speed of prevailing state, and when executing prevailing state, target vehicle is kept straight on, and determines target
The travel speed of vehicle, the speed when speed of target vehicle straight trip is kept straight on other vehicles, which is compared, to be determined whether to surpass
Speed, if hypervelocity, it is determined that the target vehicle travels abnormal behavior.
Specifically, when the driving status includes travel speed and driving direction, when in travel speed and driving direction
A kind of appearance exception when, it is determined that the traveling abnormal behavior will not give subsidies, reduce loss.
Based on the same inventive concept, a kind of equipment for identifying vehicle driving behavior is additionally provided in the embodiment of the present invention, by
It is a kind of method for identifying vehicle driving behavior of the embodiment of the present invention in the corresponding method of the equipment, and the equipment solves the problems, such as
Principle it is similar to this method, therefore the implementation of the equipment may refer to the implementation of method, and overlaps will not be repeated.
As shown in Fig. 2, the embodiment of the present invention provides a kind of equipment for identifying vehicle driving behavior, which includes at least one
A processing unit 200 and at least one storage unit 201, wherein the storage unit 201 is stored with program code, works as institute
When stating program code and being executed by the processing unit 200, so that the processing unit 200 executes following process:
Obtain the driving parameters information of target vehicle；
The section and the target vehicle that the target vehicle is presently in are determined according to the driving parameters information got
Driving status；
The driving status of the determining target vehicle is corresponding with the section that the target vehicle is presently in similar
The reference driving status of type compares；
Determine whether the target vehicle traveling behavior is abnormal according to comparing result.
Optionally, the processing unit 200 is specifically used for:
According to the section of location information and division in the driving parameters information, determine that the target vehicle is presently in
Section.
Optionally, the processing unit 200 carries out section division according to following manner:
Traffic route figure corresponding to vehicle shared platform is obtained from the server-side for providing traffic route figure in advance；
At least one different presumptive area is divided into according to longitude and latitude to the traffic route figure of acquisition；
For the route in each presumptive area, section division is carried out according to preset distance.
Optionally, the driving status of the target vehicle includes travel speed and/or driving direction.
Optionally, the driving status of the target vehicle includes travel speed；
The processing unit 200 is specifically used for:
According to its in the section that the target vehicle is presently within a preset period of time in addition to the target vehicle
The driving parameters information of his vehicle determines the corresponding travel speed range in section that the target vehicle is presently in；
If the travel speed of the target vehicle is not within the scope of the travel speed, it is determined that the row of the target vehicle
Sail velocity anomaly.
Optionally, the driving status of the target vehicle includes driving direction；
The processing unit 200 is specifically used for:
According to its in the section that the target vehicle is presently within a preset period of time in addition to the target vehicle
The driving parameters information of his vehicle, determines the driving direction of preset time period vehicle；
If the driving direction of the target vehicle is different from the driving direction of preset time period vehicle is determined, it is determined that described
The driving direction of target vehicle is abnormal.
Optionally, the processing unit 200 is specifically used for:
If the driving status includes travel speed, after determining the travel speed exception, the target carriage is determined
Traveling abnormal behavior；Or
If the driving status includes driving direction, after determining the driving direction exception, the vehicle is determined
Travel abnormal behavior；Or
If the driving status includes travel speed and driving direction, the travel speed and/or the row are being determined
After sailing direction exception, the traveling abnormal behavior of the vehicle is determined.
As shown in figure 3, the embodiment of the present invention provides a kind of equipment for identifying vehicle driving behavior, which includes:
It obtains module 300 to be used for: obtaining the driving parameters information of target vehicle；
First determining module 310 is used for: determining that the target vehicle is presently according to the driving parameters information got
Section and the target vehicle driving status；
Contrast module 320 is used for: the driving status of the determining target vehicle is presently in the target vehicle
The reference driving status of the corresponding same type in section compare；
Second determining module 330 is used for: determining whether the target vehicle traveling behavior is abnormal according to comparing result.
Optionally, first determining module 310 is specifically used for:
According to the section of location information and division in the driving parameters information, determine that the target vehicle is presently in
Section.
Optionally, first determining module 310 carries out section division according to following manner:
Traffic route figure corresponding to vehicle shared platform is obtained from the server-side for providing traffic route figure in advance；
At least one different presumptive area is divided into according to longitude and latitude to the traffic route figure of acquisition；
For the route in each presumptive area, section division is carried out according to preset distance.
Optionally, the driving status of the target vehicle includes travel speed and/or driving direction.
Optionally, the driving status of the target vehicle includes travel speed；
The contrast module 320 is specifically used for:
According to its in the section that the target vehicle is presently within a preset period of time in addition to the target vehicle
The driving parameters information of his vehicle determines the corresponding travel speed range in section that the target vehicle is presently in；
If the travel speed of the target vehicle is not within the scope of the travel speed, it is determined that the row of the target vehicle
Sail velocity anomaly.
Optionally, the driving status of the target vehicle includes driving direction；
The contrast module 320 is specifically used for:
According to its in the section that the target vehicle is presently within a preset period of time in addition to the target vehicle
The driving parameters information of his vehicle, determines the driving direction of preset time period vehicle；
If the driving direction of the target vehicle is different from the driving direction of preset time period vehicle is determined, it is determined that described
The driving direction of target vehicle is abnormal.
Optionally, second determining module 330 is specifically used for:
If the driving status includes travel speed, after determining the travel speed exception, the target carriage is determined
Traveling abnormal behavior；Or
If the driving status includes driving direction, after determining the driving direction exception, the vehicle is determined
Travel abnormal behavior；Or
If the driving status includes travel speed and driving direction, the travel speed and/or the row are being determined
After sailing direction exception, the traveling abnormal behavior of the vehicle is determined.
The embodiment of the present invention also provides a kind of readable storage medium storing program for executing for identifying vehicle driving behavior, including program code, when
When said program code is run on the computing device, said program code is for making the calculating equipment execute identification vehicle driving
The step of method of behavior.
Above by reference to showing according to the method, apparatus (system) of the embodiment of the present application and/or the frame of computer program product
Figure and/or flow chart describe the application.It should be understood that can realize that block diagram and or flow chart is shown by computer program instructions
The combination of the block of a block and block diagram and or flow chart diagram for figure.These computer program instructions can be supplied to logical
With computer, the processor of special purpose computer and/or other programmable data processing units, to generate machine, so that via meter
The instruction that calculation machine processor and/or other programmable data processing units execute creates for realizing block diagram and or flow chart block
In specified function action method.
Correspondingly, the application can also be implemented with hardware and/or software (including firmware, resident software, microcode etc.).More
Further, the application can take computer usable or the shape of the computer program product on computer readable storage medium
Formula has the computer realized in the medium usable or computer readable program code, to be made by instruction execution system
It is used with or in conjunction with instruction execution system.In the present context, computer can be used or computer-readable medium can be with
It is arbitrary medium, may include, stores, communicates, transmits or transmit program, is made by instruction execution system, device or equipment
With, or instruction execution system, device or equipment is combined to use.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
Mind and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
Claims (14)
1. a kind of method for identifying vehicle driving behavior, which is characterized in that this method comprises:
Obtain the driving parameters information of target vehicle；
The row in the section and the target vehicle that the target vehicle is presently in is determined according to the driving parameters information got
Sail state；
By the driving status of determining target vehicle same type corresponding with the section that the target vehicle is presently in
It is compared with reference to driving status；
Determine whether the target vehicle traveling behavior is abnormal according to comparing result.
2. the method as described in claim 1, which is characterized in that the driving parameters information that the basis is got determines the mesh
The section that mark vehicle is presently in, comprising:
According to the section of location information and division in the driving parameters information, the road that the target vehicle is presently in is determined
Section.
3. method according to claim 2, which is characterized in that carry out section division according to following manner:
Traffic route figure corresponding to net about vehicle platform is obtained from the server-side for providing traffic route figure in advance；
At least one different presumptive area is divided into according to longitude and latitude to the traffic route figure of acquisition；
For the route in each presumptive area, section division is carried out according to preset distance.
4. the method as described in claim 1, which is characterized in that the driving status of the target vehicle include travel speed and/
Or driving direction.
5. method as claimed in claim 4, which is characterized in that the driving status of the target vehicle includes travel speed；
The driving status by the determining target vehicle is corresponding with the section that the target vehicle is presently in similar
The reference driving status of type compares, comprising:
According to other vehicles in the section that the target vehicle is presently within a preset period of time in addition to the target vehicle
Driving parameters information, determine the corresponding travel speed range in section that the target vehicle is presently in；
If the travel speed of the target vehicle is not within the scope of the travel speed, it is determined that the traveling speed of the target vehicle
Degree is abnormal.
6. method as claimed in claim 4, which is characterized in that the driving status of the target vehicle includes driving direction；
The driving status by the determining target vehicle is corresponding with the section that the target vehicle is presently in similar
The reference driving status of type compares, comprising:
According to other vehicles in the section that the target vehicle is presently within a preset period of time in addition to the target vehicle
Driving parameters information, determine the driving direction of preset time period vehicle；
If the driving direction of the target vehicle is different from the driving direction of preset time period vehicle is determined, it is determined that the target
The driving direction of vehicle is abnormal.
7. the method as described in claim 1~6 is any, which is characterized in that described to determine the target carriage according to comparing result
Whether traveling behavior is abnormal, comprising:
If the driving status includes travel speed, after determining the travel speed exception, the target vehicle is determined
Travel abnormal behavior；Or
If the driving status includes driving direction, after determining the driving direction exception, the traveling of the vehicle is determined
Abnormal behavior；Or
If the driving status includes travel speed and driving direction, the travel speed and/or the traveling side are being determined
To after exception, the traveling abnormal behavior of the vehicle is determined.
8. it is a kind of identify vehicle driving behavior equipment, which is characterized in that the equipment include: at least one processing unit and
At least one storage unit, wherein the storage unit is stored with program code, when said program code is by the processing unit
When execution, so that the processing unit executes following process:
Obtain the driving parameters information of target vehicle；
The row in the section and the target vehicle that the target vehicle is presently in is determined according to the driving parameters information got
Sail state；
By the driving status of determining target vehicle same type corresponding with the section that the target vehicle is presently in
It is compared with reference to driving status；
Determine whether the target vehicle traveling behavior is abnormal according to comparing result.
9. equipment as claimed in claim 8, which is characterized in that the processing unit is specifically used for:
According to the section of location information and division in the driving parameters information, the road that the target vehicle is presently in is determined
Section.
10. equipment as claimed in claim 9, which is characterized in that the processing unit carries out section division according to following manner:
Traffic route figure corresponding to vehicle shared platform is obtained from the server-side for providing traffic route figure in advance；
At least one different presumptive area is divided into according to longitude and latitude to the traffic route figure of acquisition；
For the route in each presumptive area, section division is carried out according to preset distance.
11. equipment as claimed in claim 8, which is characterized in that the driving status of the target vehicle include travel speed and/
Or driving direction.
12. equipment as claimed in claim 11, which is characterized in that the driving status of the target vehicle includes travel speed；
The processing unit is specifically used for:
According to other vehicles in the section that the target vehicle is presently within a preset period of time in addition to the target vehicle
Driving parameters information, determine the corresponding travel speed range in section that the target vehicle is presently in；
If the travel speed of the target vehicle is not within the scope of the travel speed, it is determined that the traveling speed of the target vehicle
Degree is abnormal.
13. equipment as claimed in claim 11, which is characterized in that the driving status of the target vehicle includes driving direction；
The processing unit is specifically used for:
According to other vehicles in the section that the target vehicle is presently within a preset period of time in addition to the target vehicle
Driving parameters information, determine the driving direction of preset time period vehicle；
If the driving direction of the target vehicle is different from the driving direction of preset time period vehicle is determined, it is determined that the target
The driving direction of vehicle is abnormal.
14. the equipment as described in claim 8~13 is any, which is characterized in that the processing unit is specifically used for:
If the driving status includes travel speed, after determining the travel speed exception, the target vehicle is determined
Travel abnormal behavior；Or
If the driving status includes driving direction, after determining the driving direction exception, the traveling of the vehicle is determined
Abnormal behavior；Or
If the driving status includes travel speed and driving direction, the travel speed and/or the traveling side are being determined
To after exception, the traveling abnormal behavior of the vehicle is determined.
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| CN201811125942.7A CN109214835A (en) | 2018-09-26 | 2018-09-26 | A kind of method and apparatus identifying vehicle driving behavior |
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| CN201811125942.7A CN109214835A (en) | 2018-09-26 | 2018-09-26 | A kind of method and apparatus identifying vehicle driving behavior |
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| CN111191949A (en) * | 2020-01-03 | 2020-05-22 | 北京三快在线科技有限公司 | Method and device for identifying abnormal driving behaviors of networked vehicles and electronic equipment |
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