At present, a traffic information provision service supplies traffic jam information, incident/restriction information about such as accidents and lane restrictions, service area/parking area occupancy information, and various other traffic information. Car navigation devices calculate a route to a destination in accordance with the traffic jam information, and indicate a route bypassing congested roads, and accurately estimate the time of arrival at the destination, thereby improving convenience to the user. Further, the car navigation devices can display the information about the locations of accidents and faulty vehicles and the locations and periods of constructions and restrictions, which is included in the incident/restriction information, to convey relevant traffic information to the user and indicate a route bypassing the sites of incidents.
However, the update of incident/restriction information is delayed because the traffic information provision service manually inputs and sets information after receipt of the information about encountered/resolved accidents. Therefore, the navigation devices cannot select a road running through the site of an incident as a route even when the incident is actually resolved.
JP-A-2005-285108 disclose a system that detects an obstacle on a road by using travel path data collected from vehicles and provides detection results to the vehicles as obstacle information. This system can detect an accident, restriction, or other contingency (hereinafter referred to as an incident) from the travel path data to obtain accurate information about not only an obstacle but also the occurrence and resolution date/time and the location of an incident.
The present invention relates to a system that estimates whether a detected accident, restriction, or other incident is resolved, in accordance with probe car information.
In an incident detection method disclosed by JP-A-2005-285108, a center detects obstacles and judges whether the obstacles are cleared. Therefore, the detection processing load on the center increases with an increase in the number of vehicles that transmit the travel path data. Particularly, in order to judge without delay whether a detected obstacle is removed after detection of obstacles, it is necessary to frequently acquire the travel path data from each vehicle. Accordingly, a center system is demanded to be capable of performing an obstacle detection process on a large amount of frequently acquired travel path data within a predetermined period, and the operating cost of the center increases.
In view of the above problems with the prior art, an object of the present invention is to provide an incident resolution detection system that reduces the processing load of detecting the resolution of an encountered incident.
To achieve the above object, the present invention causes the center to set an incident resolution judgment condition for an incident and to supply the defined incident resolution judgment condition to vehicles, and causes the vehicles to detect whether the incident is resolved, in accordance with the received incident resolution judgment condition, and to convey incident resolution detection results to the center, and causes the center to finally judge whether the incident is resolved, in accordance with the incident resolution detection results received from the vehicles, and to update incident information.
In a situation where the resolution of an incident is judged as described above, if an on-road obstacle is detected, for example, at a certain site on a road link, the center provides each vehicle with resolution judgment condition for the on-road obstacle that includes such as the position of the obstacle (the road link at which the obstacle exists), a travel path pattern for avoiding the obstacle, traveling velocity, and the number of breakings and stops in accordance with the type of incident (on-road obstacle). Each vehicle compares the received parameters against its own traveling status to judge whether the on-road obstacle still exists or is removed. When the vehicle judges that the on-road obstacle is removed, the vehicle notifies the center that the on-road obstacle is resolved. The center judge that the on-road obstacle is actually resolved when information reliability is confirmed depending on the number of on-road obstacle resolution notifications, and update the incident information. Thus, the center does not need to perform calculation process of detecting the resolution of the incident in each of travel path data sent from a plurality of vehicles. It is therefore possible to reduce the incident resolution judgment processing load on the center.
According to the present invention, the center provides each vehicle with the incident resolution judgment condition. Each vehicle compares the incident resolution judgment condition against its traveling status to judge whether an incident is resolved, and conveys the judgment result to the center. The center forms a final judgment to indicate whether the incident is resolved, in accordance with the number of incident resolution notifications sent from a plurality of vehicles. Accordingly, it is possible to reduce the incident resolution judgment processing load on the center.
A method of creating incident resolution judgment conditions from incident information and allowing a probe car to judge whether an incident is resolved will now be described.
When the incident is subsequently resolved, the vehicle 105 passes the incident site 106 in a manner indicated by travel path 108. When the incident resolution conditions received from the traffic information center 101 is satisfied after the vehicle 105 passes the incident site, the in-vehicle device 102 mounted in the vehicle 105 transmits the incident resolution information 109 to the traffic information center 101.
The present embodiment will now be described with reference to a flowchart in
The traffic information center 101 includes an incident information storage section 201, an incident resolution condition creation section 202, an incident resolution condition transmission section 203, and an incident resolution information collection section 207. The in-vehicle device 102 includes an incident resolution condition reception section 204, an incident resolution judgment section 205, and an incident resolution information transmission section 206.
The traffic information center 101 causes the incident information storage section 201 to collect the information about an incident targeted for resolution judgment (step S1). The collected incident information is stored, for example, on a hard disk drive. The collected incident information includes the information about the location of an incident, incident occurrence time, the type of the incident (accident, construction, etc.), the average vehicle velocity prevailing before and after incident site passage, and a travel path, and is stored in an incident information table shown in
When incident information is collected anew, the flow proceeds to step S3. If not, the flow proceeds to step S5.
The incident resolution condition creation section 202 uses the incident information sent from the incident information storage section 201 to create incident resolution conditions and registers the created incident resolution conditions in an incident resolution condition information table shown in
A method of creating a typical path that is a typical travel path for a vehicle passing an incident site will now be described. The typical travel path for a vehicle passing the incident site is created in accordance with an average value of travel path information about a plurality of vehicles, which is recorded in the table shown in
x0(i)=(a1(i)+ . . . +am(i))/m (i=1 . . . n) (Equation 1)
For a road having two or more lanes on single side, a plurality of typical travel paths, such as x0 and y0 in
A method of creating a threshold value for resolution judgment will now be described. The threshold value Dmax for a typical path is the distance PQ between an incident site P and an intersection Q. The intersection Q is a point at the intersection of a straight line L and typical path x0 when the straight line L is drawn from the incident site P in a direction perpendicular to the direction of a road. When there is a plurality of typical paths, the minimum distances PQ for the typical paths is regarded as the threshold value Dmax.
If the distances between the incident site P and the intersections of the straight line L and travel paths a1-am stored in the table shown in
Dmax=min(di) (i=1 . . . m) (Equation 2)
Alternatively, the width of one lane may be set as the threshold value on the assumption that a vehicle can avoid the incident site by moving over a lateral distance substantially equal to the width of one lane.
A method of creating a judgment condition by using an average velocity prevailing before and after an incident site will now be described. When the resolution of an incident is to be judged in accordance with an average velocity prevailing before and after the incident site, a threshold value Δv_min for a velocity difference is used. This average velocity difference threshold value Δv_min is determined from the average velocities of a plurality of vehicles that prevail before and after the incident site and are stored in the table shown in
Δv_min=Δv_avg−Zα×σ/√{square root over ( )}(m) (Equation 3)
If the velocity difference follows the normal distribution, the value Zα is 1.96 when the confidence interval is 95% or 2.576 when the confidence interval is 99%. However, it is assumed that Δv_min is 0 when it takes a negative value.
Alternatively, the minimum value may be selected from m average velocity difference samples and used as the velocity difference threshold value.
Δv_min=min(Δv_i=1 . . . m) (Equation 4)
The incident resolution condition transmission section 203 transmits the incident resolution condition created by the incident resolution condition creation section 202 to the in-vehicle device 102 of a probe car near the incident site via the communication means (step S3). For example, FM broadcast means, digital terrestrial broadcast means, wireless LAN, or DSRC device may be used as the communication means.
After transmitting the incident resolution condition to the probe car, the traffic information center 101 collects incident resolution information about the incident. Therefore, the incident resolution information collection section 207 collects the incident resolution information transmitted from the incident resolution information transmission section 206 of the in-vehicle device 102 (step S5). The traffic information center 101 collects the incident resolution information from a plurality of in-vehicle devices and eventually judges whether the incident is resolved (step S6).
When a predetermined value is reached by the number of times the incident resolution information has been received from the in-vehicle device 102, the traffic information center 101 judges that the incident is resolved. Alternatively, the judgment of incident resolution may be made in accordance with travel path conditions and velocity difference conditions that are indicated in a resolution information table shown in
The process performed by the in-vehicle device 102 mounted in each probe car will now be described. The incident resolution condition reception section 204 receives the incident resolution condition that is transmitted from the traffic information center 101 as an incident resolution condition table shown in
The incident resolution judgment section 205 compares the position of its vehicle against the positional information about the incident while the probe car is actually running. When the incident site is passed, the incident resolution judgment section 205 judges in accordance with the incident resolution condition whether the incident is present or resolved (step S9).
The travel information comparison section 301 compares the reference data of the received incident resolution condition and its threshold value against the travel path information about a point before and a point after the incident site, which is extracted from the travel path information database 303, and the average velocity information about the point before and the point after the incident site, which is extracted from the velocity information database 304, as indicated in a flowchart in
First of all, the comparison between a typical path and vehicle travel path will be described.
D=max |x(i)−x0(i)| (i=1 . . . n) (Equation 5)
If the maximum value D of the distance, which is calculated from Equation 5, is not smaller than the threshold value Dmax, the flow proceeds to step S19 because it is judged that the incident may be resolved. If, on the other hand, the maximum value D of the distance is smaller than the threshold value Dmax, the flow proceeds to step S22 because it is judged that the vehicle travel path is close to the typical travel path. In step S22, it is concluded that the incident is not resolved.
If the road has two or more lanes on one side, a plurality of typical paths for incident passage exist as shown in
Dx=max |x(i)−X0(i)| (i=1 . . . n) (Equation 6)
Dy=max |x(i)−Y0(i)| (i=1 . . . n) (Equation 7)
D=(Dx,Dy) (Equation 8)
When the maximum distance value D, which is obtained from Equation 8, is not smaller than the threshold value Dmax, it is judged that the incident may be resolved.
Next, the average velocity difference between a point before and a point after the incident site is used to judge whether the incident is resolved. For this purpose, the average probe car velocities V_before, V_after prevailing before and after the incident site are extracted from the velocity information database 304 shown in
Δv_min≧V_after−V_before (Equation 9)
If Equation 9 is satisfied, it is judged that vehicles are smoothly running because the average velocity difference between the point before and the point after the incident site is small. Then, the flow proceeds to step S21. In step S21, it is judged that the incident is resolved. If, on the other hand, Equation 9 is not satisfied, the flow proceeds to step S22 because it is judged that traffic is still slow before and after the incident site.
When the judgment result produced by the incident resolution judgment section 205 indicates that the incident is resolved, the incident resolution information transmission section 206 transmits incident resolution information to the traffic information center 101 (step S10). As indicated by the table shown in
This incident resolution information may be simplified so that it is “1” when the incident is judged to be resolved or “0” when the incident is judged to be unresolved.
Since the present embodiment is configured as described above, the traffic information center creates the incident resolution condition for an incident from the information about the incident, and distributes the created incident resolution condition to the probe car. Thus, the probe car uses the incident resolution information transmission section 206 to transmit incident resolution information only when the incident is judged to be resolved. This decreases the number of times the traffic information center 101 receives information such as the travel paths relevant to the incident from the in-vehicle device. As a result, the amount of communication data decreases to reduce the processing load on the traffic information center when compared to the conventional technology that constantly transmits detailed travel history information.
A second embodiment will now be described. The second embodiment is obtained by modifying some elements of the first embodiment shown in
The incident resolution condition validity period creation section 305 sets a validity period, for instance, of one hour or one day for an incident resolution condition. When started up, the in-vehicle device 102 checks the validity period and deletes any expired incident resolution information. If, before the receipt of incident resolution information from the traffic information center 101, the driver turns off the in-vehicle device 102 in a situation where an incident resolution condition was received, the use of the validity period makes it possible to prevent the incident resolution condition from being left in the in-vehicle device 102 before completion of incident resolution information reception.
The statistical traffic information database 306 is a collection of statistical traffic information that is obtained by performing a statistical process on past traffic information. The traffic information prediction section 307 uses the statistical traffic information database 306 to predict future traffic information about portions of a road before and after an incident site.
The time-limited incident resolution condition creation section 308 creates incident resolution information while considering the incident resolution information validity period set by the incident resolution condition validity period creation section 305, the prediction result produced by the traffic information prediction section 307, and incident information. The average velocities V_before, V_after prevailing before and after incident site passage, which are derived from the incident information, are created from the average velocity information in the incident information table shown in
Δv′_min=Δv_min−(F_after(t0)−F_before(t0)) (Equation 10)
Meanwhile, the incident resolution judgment section 310 of the in-vehicle device 102 includes, in addition to the elements of the incident resolution judgment section 205 according to the first embodiment shown in
Δv′_min≧(V_after−V_before)−(F_after(t0+t)−F_before(t0+t)) (Equation 11)
In the configuration described above, the traffic information center creates an incident resolution condition while considering the incident information and the elapsed time from the occurrence of an incident. Thus, the current situation of the incident and the result of future traffic information prediction are taken into account. As a result, the second embodiment can transmit more accurate incident resolution information than the first embodiment.
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