In the following, preferred embodiments and further details of the present invention will be described in more detail with reference to the accompanying drawings.
The relative distance between any pair of vehicles i and j can be denoted as Dij. Dij can be calculated using the following formula
D
ij=√{square root over ((Xi−Xj)2+(Yi−Yj)2+(Zi−Zj)2)}{square root over ((Xi−Xj)2+(Yi−Yj)2+(Zi−Zj)2)}{square root over ((Xi−Xj)2+(Yi−Yj)2+(Zi−Zj)2)} (1)
Accordingly, the distance between host vehicle 1 and the other vehicle 2 can be calculated as
D
12=√{square root over ((X1−X2)2+(Y1−Y2)2+(Z1−Z2)2)}{square root over ((X1−X2)2+(Y1−Y2)2+(Z1−Z2)2)}{square root over ((X1−X2)2+(Y1−Y2)2+(Z1−Z2)2)} (2)
The angle θij between the driving directions of any pair of vehicles i and j can be calculated as
wherein {right arrow over (V)}i represents the velocity vector of vehicle i, {right arrow over (V)}j represents the velocity vector of vehicle j, |{right arrow over (V)}i| represents the amount of represents the amount of {right arrow over (V)}j, and {right arrow over (V)}i×{right arrow over (V)}j represents the vector product between {right arrow over (V)}i and {right arrow over (V)}j
This angle θij is calculated in order to identify the vehicles driving in opposite direction. Data received from vehicles driving in the opposite direction might not be considered for the traffic condition detection. If this angle θij is lower than a predetermined threshold Th(θij) (Th(θij)≧θij), it can be assumed that the pair of vehicles is driving generally in the same direction. In the case the angle θij is larger than a predetermined threshold Th(θij) (Th(θij)<θij), the vehicle is considered driving generally in the opposite direction. The position data from these vehicles driving in the opposite direction can be discarded from the traffic condition detection. For example, in
An angle δ denotes the angle between the velocity vector of vehicle i and the position vector from vehicle i to any other vehicle j in the communication network. The angle δ is calculated in order to identify if the vehicle j is located in an upstream direction or a downstream direction of vehicle i. The vector pointing from the vehicle i to the vehicle j is denoted as {right arrow over (ij)}. The amount of this vector {right arrow over (ij)} is equal to the relative distance between any pair of two vehicles Dij.
{right arrow over (ij)}={right arrow over (j)}−{right arrow over (i)}=(Xj−Xi){right arrow over (X)}+(Yj−Yi){right arrow over (Y)}+(Zj−Zi){right arrow over (Z)}. (4)
The angle δ between the vector {right arrow over (ij)} and the velocity vector {right arrow over (V)}i of vehicle i is calculated
wherein, {right arrow over (ij)} represents the position vector between vehicle i and vehicle j, {right arrow over (V)}i represents the velocity vector of vehicle i, |{right arrow over (V)}i| represents the amount of {right arrow over (V)}i, |{right arrow over (ij)}| represents the amount of {right arrow over (ij)}, and {right arrow over (V)}i×{right arrow over (ij)} represents the vector product between {right arrow over (V)}i and {right arrow over (ij)}.
In the case the angle δ is less than a first predetermined threshold Th(δ1) (Th(δ1)≧δ), the vehicle j is considered at a downstream position traffic of the vehicle i. Contrary thereto, in the case the angle δ is larger than a second predetermined threshold Th(δ2) (Th(δ2)≦δ), the vehicle j is considered at an upstream position traffic of the vehicle i. Preferably, for detection of a vehicle at a downstream position, the first threshold Th(δ1) can be set to equal or less than 90°, and for detection of a vehicle at an upstream position, the second threshold Th(δ2) can be set to between 90° and 180°.
Additionally, it is possible to have multiple data sets for one vehicle, wherein the data sets vary with respect to the timestamp.
v1 is the flag parameter for the traffic jam estimation based on the average speed E(Vit) during a time window tw of host vehicle 1 itself.
If the vehicle is in the traffic jam, it is assumed that the vehicle drives at a lower speed A threshold Th(v1) is used to determine the value of v1. If the average speed E(Vit) is lower than Th(v1), the vehicle is considered as in the jam and v1 set to 1. If the average speed E(Vit) is larger than Th(v1), v1 is set to 0.
E(Vit)≦Th(v1)v1=1
E(Vit)>Th(v1)v1=0
v2 is the flag parameter for the relative traffic jam estimation value based on the relative speed ΔVij between each other vehicles 2, 3, 4 in the extended data table 30 and the host vehicle 1 itself.
ΔV
ij
t
=|E(Vit)−E(Vjt)| (7)
As many relative speeds can be calculated with the extended data table 30. Accordingly, it is assumed that vehicles farther away from the host vehicle 1 are less important to the traffic condition of the host vehicle 1. We take the inverse value of relative distance Dij, namely 1/Dij into account. As a result thereof, the larger the Dij is, the less important it is for the relative speed between the host vehicle 1 and the respective other vehicles 2, 3, 4. An average relative speed of the host vehicle ΔVi considering the relative distance can be calculated as:
A threshold Th(v2) is used to determine the value of v2. If the relative speed ΔVit is lower than Th(v2), the vehicle is considered as in the jam and v2 set to 1. If the relative speed ΔVit is larger than Th(v2), v2 is set to 0.
ΔV
i
t
≦Th(v2)v2=1
ΔV
i
t
>Th(v2)v2=0
After calculation of v1 and v2, different importance factors can be assigned to these two parameters at step S54 for integration of them. m is the importance for v1, n is the importance for v2. The average value of these two parameters is then.
At step S55 it is judged if this parameter J is higher than a predetermined threshold Th(J), namely Th(J)≧J. In the case Th(J)≧J, the vehicle considers itself in the traffic condition and a voting flag J is set to 1 at step S56. In the case Th(J)≧J the process sets the flag J to 0 at step 57. If the flag J is set to 1, a jam voting message 60 is generated at the host vehicle 1 and at step S57 transmitted via the communication means to the others vehicles 2, 3, 4 within the communication range. After the value of J is determined, the timer is set up at step S59, the in-vehicle calculation process returns to the start point when this timer is up.
A timer T1 is used to define the waiting time for sending out the reply message after having received the jam request message from the host vehicle 1. When the timer T1 is up, the system will find the latest periodical jam estimation result as determined in the
In the case the message type indicates a request message (p=1). The objectives of this message are at least to announce the traffic condition the host vehicle 1 to the other vehicles 2, 3, 4 within the communication range.
Every other vehicle 2, 3, 4 receiving a request message generates a reply message after waiting for a certain time T1, wherein the message type flag p is set to 0.
Accordingly, the jam voting flag J is the result of the calculation of other vehicles 2, 3, 4 within the communication range. If it is in jam, the flag J in the reply message is set to 1; if not, it will be set to 0.
The message type flag p is to distinguish if the message is a request message or a reply message from other vehicles. If it is a request message originated from a jammed vehicle, the message type is 1. If it is a reply message from the other vehicle 2, 3 which has received the request, the message type will be set to 0.
When the timer T2 is up, the system will begin to check the reply messages by one by at the step 73. For each reply message, it is judged, at the step 74, if the vehicle issuing the reply message does travel in the same driving direction as the host vehicle 1. If the other vehicle does travel in the same direction, the process is continued at step S75, otherwise, the reply message is discarded at step S82 and the process returns to the step S73 and starts to check the next reply message. At step S75 it is judged if the other vehicle is driving upstream of the host vehicle 1 by calculating the angle δ compared to the host vehicle 1. Accordingly, this calculation divides the vehicles into two groups: a group of upstream vehicles and a group of downstream vehicles. Voting message counters are set at the host vehicle 1 at steps S76 and S77 to count the number of reply messages. The number of the messages from upstream traffic is denoted as Nu, from the downstream traffic is denoted as Nd. Additionally, the counting can also separated by the value of the jam voting flag J. Accordingly, there may be at lest 2 counters needed.
└NuJ=1,NuJ=0,NdJ=1,NdJ=0┘
If the host vehicle counts more than 2 replies from upstream traffic at step S78 or downstream traffic at step S79, the counting process is continued at the step S80, otherwise, the process returns to the step S73 and continues to check other received reply messages during the timer T2. For each direction, we calculate the percentage of the messages with jam (J=1) at step S81. Nup denoted the percentage of jam (J=1) replies in an upstream direction, Ndp denotes the percentage of jam (J=1) replies in a downstream direction. Therefore, if NuJ=1+NuJ=0≧2 then
and if NdJ=1,NdJ=0≧2 then
(see steps S78-S81)
If any of the two percentages is more than the threshold Th(Nth), the host vehicle 1 is in the traffic condition (step S83), otherwise, the process will return to the start until the next jam request message is broadcasted.
If the difference of the percentage Nup and the percentage Ndp is larger than a predetermined threshold value Nph (step S84), the host vehicle 1 is at or near the head of the traffic condition (step S87). If the difference of the percentage Nup and the percentage Ndp is less than a predetermined threshold value Npe (step S85), the host vehicle 1 is at or near the end of the traffic condition (step S86). These thresholds Nph and Npe can be calibrated prior the use or adapted during a learning phase.
After the position of the host vehicle 1 with respect to the traffic condition has been determined, said traffic jam information is transmitted as a traffic condition information message and/or a jam information message at step S88.
On the host vehicle side, when the request message is sent out at t1, it will at the same time set up a timer T2 (T2>T1) to wait for the replies from other vehicles in the network. The timer T2 is up at the moment t6, t6=t1+T2. From the time t6, the voting process will start as described in
Features, components and specific details of the structures of the above-described embodiments may be exchanged or combined to form further embodiments optimized for the respective application. As far as those modifications are readily apparent for an expert skilled in the art they shall be disclosed implicitly by the above description without specifying explicitly every possible combination, for the sake of conciseness of the present description.
Number | Date | Country | Kind |
---|---|---|---|
06018278.9 | Aug 2006 | EP | regional |