[0001] The invention relates to a method for detecting potentially dangerous situations
in an intersection area in road traffic, wherein a vehicle communicates with further
road users by means of Car2X communication and/or wherein the vehicle communicates
with at least part of a road traffic infrastructure by means of Car2X communication,
wherein in the Car2-X communication information about status data of the vehicle and
information about status data of the other road users are transmitted and wherein
the status data are linked with navigation data, in particular with coordinates, in
such a way that a prediction of a future route of the vehicle and of the other road
users is made possible.
[0002] In addition, the invention relates to a vehicle, in particular a motor vehicle, with
an evaluation unit and with a display device with at least one display area.
[0003] Today's driver assistance systems, which rely on sensors installed on the vehicle,
warn of a concrete collision only at a very late stage. When the system is triggered,
it warns of a concrete danger or intervenes in the driving dynamics. In procedures
that directly link the warning level of a driver interface to a condition that is
to occur, for example whether any object is on a collision course, mechanisms such
as a decay time are often implemented in order not to warn of the same object again
as long as the condition continues to be fulfilled.
[0004] However, if the time horizon for such an indication event is extended, causing the
indication events to occur significantly more frequently, there is a risk of missed
warnings due to ambiguities with the previously described procedure, for example at
intersections where cyclists can approach from the left and right at the same time
or ride staggered one behind the other. For example, a successful warning of a cyclist
approaching from the left could result in a cyclist approaching from the right at
the same time not being warned again.
[0005] The invention is therefore based on the task of providing a method for recognising
potentially dangerous situations in an intersection area in road traffic and a vehicle,
in which anticipatory information about potential dangers is made possible, whereby
attention can be directed to several objects at the same time.
[0006] In the present invention, this task is firstly solved by the features of the identification
part of patent claim 1 in that a state machine is defined for the vehicle, in that
at least one further state machine is defined for at least one further road user,
it being possible to define different states for the state machines, and in that at
least one warning state is defined.
[0007] Car2X data is a technology in which vehicles communicate with their environment,
i.e. "X". In a special Car2Car variant of the Car2X system, vehicles can also communicate
with each other. With Car2X, transmission is possible in both directions. Consequently,
the vehicle can communicate with the environment and/or the environment with the vehicle.
Preferably, sensor data is transmitted during communication. It is conceivable that
the Car2X communication is realised via a WLAN connection. In addition to WLANp (IEEE
802.11p), other technologies, e.g. C-V2X (LTE-V2X, 5G-V2X) or backend communication
are also conceivable.
[0008] Examples are the CAM (Cooperative Awareness Message), or DENM (Decentralised Environmental
Notification Message) and/or Plus VAM (Vulnerable Road User Awareness Message) und
CPM (Collective Perception Message) of the ETSI standard for Car2X communication.
Vehicles can communicate with other vehicles via Car2X communication. By communicating
with each other, vehicles can communicate their positions with each other. By linking
with an environmental sensor system, for example, the position of the vehicle can
be determined more clearly. In addition, the vehicle can communicate with the infrastructure
via Car2X communication.
[0009] The infrastructure can be traffic lights or, for example, cameras used to monitor
road traffic.
[0010] An intersection is a section of road traffic where at least two roadways cross. This
can refer to roadways used by motor vehicles as well as roadways used by other road
users, such as cyclists or pedestrians. A crossing area can therefore also be a straight
road with a pedestrian crossing or a cycle path that crosses the road.
[0011] The status data can be various data of the vehicle or the other vehicles. In particular,
states are physical properties that the vehicle has at a certain moment. These include,
for example, the speed, the direction of travel, the acceleration and comparable values,
and/or preferably the relative position of the vehicle.
[0012] The navigation data can preferably be provided by means of GPS, but also by means
of positioning sensors.
[0013] Prediction is a prediction of the future route of the vehicle. The future route can
be predicted on the basis of various criteria. In particular, however, the navigation
data, which provide information about the condition of the road network, are linked
to the status data of the vehicle or the other vehicles, so that the reaching of certain
points can be represented by means of time-dependent coordinates. The prediction of
the route can be calculated probabilistically or discretely.
[0014] Other road users are in particular those road users who are in the vicinity of the
vehicle. These are vehicles moving in the statutory direction of travel in the lane
occupied by the vehicle. However, it is also conceivable that other vehicles are part
of the oncoming traffic, for example. Other road users can also be cyclists or pedestrians.
[0015] The travel distance is the future distance to be covered by the vehicle or other
road users, especially on a road. The longitudinal movement on the road is taken into
account, but also the lateral movement of the vehicle on the road. Consequently, the
distance travelled is not only to be understood as the distance travelled on a road,
for example, but also the lateral movement, i.e. the position of the vehicle in relation
to the entire width of the road or the width of the road. In construction sites, for
example, there are often narrowed lanes, so that driving is only possible in a certain
area of the entire theoretically available width of the lane.
[0016] The state machine can be a finite automaton that represents a model of behaviour
consisting of states, state transitions and actions. The state machine is finite because
the number of states it can assume is predefined.
[0017] A state can contain information about the past, since the system has reached it along
its previous path. This means that it reflects to a certain extent the changes in
the input since the start of the system up to the current time. The state can also
be defined by or contain the aforementioned state data.
[0018] An advantage of the method according to the invention is that attention can be directed
to several objects, whereby information about the relevance of each object in the
current situation can be made available to the driver of a vehicle, for example via
an interface.
[0019] Further preferred embodiments of the invention result from the additional features
mentioned in the dependent claims.
[0020] In a first embodiment of the method according to the invention, it is provided that
the state machine for the vehicle and/or the state machine for another road user is
brought into the warning state if it is determined that the future travel path of
the vehicle intersects with a future travel path of at least one other road user.
The warning state can be used to warn of potentially dangerous situations. If a future
path of the vehicle will intersect with another road user, a collision of the two
vehicles is very likely if no further action is taken. With the information that another
road user in the vicinity has caused a warning condition, a driver of the vehicle
can anticipate and react to the increased danger.
[0021] In a further advantageous embodiment of the method according to the invention, it
is provided that a state of awareness is defined and that the state machine for the
vehicle and/or the state machine for another road user is brought into the state of
awareness if it is determined that the future travel path of the vehicle intersects
with a future travel path of at least one other road user and predefined threshold
is exceeded. Triggering criteria for the threshold can be a purely geometric overlap
of the paths (paths cross), a geometric and temporal overlap (paths cross at approximately
the same time) or certain overlap probabilities (paths cross with a defined probability
at the same time). The awareness state is a weaker state in criticality than the warning
state. If the distance is still large enough, i.e. the distance to the crossing point
of the two future travel paths is greater than the predetermined limit distance, on
the one hand the predicted travel path can still change, and on the other hand there
is still sufficient time to react adequately to the situation. It is also conceivable
that the state machine of the vehicle and/or of the other road user is brought into
the warning state if the future travel path of the vehicle intersects with a future
travel path of at least one other road user and a predefined second threshold is exceeded.
The triggering of the warning state behaves similarly to the triggering of the awareness
state, but here a different (sharper) parameterization applies.
[0022] In a further embodiment of the method according to the invention, it can be provided
that a neutral state is defined and that the state machine for a further road user
is placed in the neutral state if it is determined that the future travel path of
the vehicle does not intersect with a future travel path of the further road users.
In accordance with the above, the neutral state is a weaker state in criticality than
the awareness state. In the neutral state, there is no or no great potential for a
dangerous situation. Other road users whose state machine has been placed in the neutral
state are not cause of a dangerous situation. It is conceivable that the state machines
are in the neutral state by default until a condition for changing the state is fulfilled.
[0023] In addition or alternatively, in a further embodiment of the method according to
the invention, it can be provided that an exit state is defined and that the state
machine for the vehicle is brought into the exit state when the vehicle moves away
from a predefined conflict area.
[0024] Furthermore, in a further embodiment of the method according to the invention, it
can be provided that the state machine of the vehicle and/or of the at least one other
road user is only brought into the warning state if the vehicle and/or the other road
user is moving towards a predefined conflict area. In order to prevent unnecessary
warnings, it is advantageous to define criteria in which one state is brought into
another state. An example is the change of state only if the object with a corresponding
state machine actually moves towards a conflict area, i.e. can cause a potentially
dangerous situation.
[0025] However, the state machine for the vehicle can only switch to the awareness state
and the warning state if a) at least one object, i.e. other road users, is in the
awareness state or warning state, b) the necessary condition that the state machine
for the vehicle was previously in "Active" is fulfilled. To reach "Active" again,
the vehicle must move towards the intersection area.
[0026] Furthermore, in a preferred embodiment of the method according to the invention,
it can be provided that the states of the state machines are ordered according to
criticality and that the state machine for the vehicle is transferred to the most
critical state if it is detected that the state machine of another road user has already
been transferred to the most critical state. The states are thus aggregated at a suitable
point and thereby evaluated using the example of a minimum function. The state machine
of the vehicle is consequently brought into the state with the highest criticality,
for example into the warning state, if at least one state machine of a further road
user is in the warning state. It can be summarized that there are circumstances that
influence the state of the state machine of the vehicle, such as whether the vehicle
is approaching the intersection. If these basic conditions are met, and the state
machine of the vehicle is in the activated state ("Active") as a result, then the
severity of the actual warning state in the state machine of the vehicle (Awareness
or Warning) is determined by the highest warning state of all existing objects with
Object State Machine.
[0027] In addition or alternatively, in a further embodiment of the method according to
the invention, it can be provided that the driver of the vehicle is signalled when
a state machine is in a warning state. The signalling can be acoustic and/or visual.
Haptic feedback, for example through vibrations on the steering wheel, would also
be conceivable.
[0028] In a particularly preferred embodiment of the method according to the invention,
it is provided that the vehicle comprises a display device with at least one display
area, that the position of the vehicle and that of the other road user can be displayed
on a virtual map in the display area. The display area of the display device can be
a display in the centre area or in the cockpit area, for example in the instrument
cluster of the vehicle.
[0029] Alternatively or additionally, the display area of the display device can be designed
as a head-up display. Head-up display means a display area in which the driver can
maintain his head position or viewing direction because the information is projected
into his field of vision, for example onto the windscreen of the vehicle. In this
way, the driver of the vehicle is visually warned that the predicted future path of
travel will intersect with the future path of travel of another road user, in particular
an unprotected road user, unless appropriate action is taken to prevent this.
[0030] In a further embodiment of the method according to the invention, it can be provided
that the other road users who are in a state selected by the driver of the vehicle
are displayed in the display area. It can be provided that the other road users are
highlighted. Highlighting draws the attention of the driver of the vehicle, for example,
to the object whose future route will intersect with the vehicle when the driver of
the vehicle selects further road users who are in a warning state. If the vehicle
and the further road user are virtually displayed in the display area of the display
device analogously to their actual position, the driver of the vehicle can estimate
from which direction the further road user will cross the path of the vehicle and
can react accordingly to avoid a collision. Highlighting can be done, for example,
by colouring the other road users in a signal colour. It is also conceivable that
the other road users are displayed enlarged and/or flashing or pulsating.
[0031] In a further embodiment of the invention, it is provided that a decay time is defined
for the state machine of the vehicle and/or the other road users, after which the
state machine of the vehicle and/or the state machine of the other road users are
brought into another state if a condition for changing the state is fulfilled. The
decay time or a waiting time can prevent warnings from being displayed repeatedly
within a short period of time, but it still allows states to be maintained if an object
triggering a warning is no longer relevant, but a subsequent or opposite object is.
[0032] The aforementioned task is also solved by a vehicle, in particular a motor vehicle,
with an evaluation unit and with a display device with at least one display area.
It is provided that a method according to the invention can be carried out by the
evaluation unit. The above explanations concerning the method according to the invention
also apply accordingly to the vehicle according to the invention.
[0033] Electronic or electrical devices and/or other relevant devices or components according
to embodiments of the present invention described herein may be implemented using
any suitable hardware, firmware (e.g., an application-specific integrated circuit),
software, or a combination of software, firmware and hardware. For example, the various
components of these devices may be located on an integrated circuit (IC) or on separate
IC chips. Further, the various components of these devices may be implemented on a
flexible printed circuit film, a tape carrier package (TCP), a printed circuit board
(PCB), or on a single substrate. In addition, the various components of these devices
may be a process or thread running on one or more processors in one or more computing
devices, executing computer program instructions and interacting with other system
components to perform the various functions described herein. The computer program
instructions are stored in memory that may be implemented in a computing device using
standard memory, such as random access memory (RAM). The computer program instructions
may also be stored in other non-transferable computer-readable media, such as a CD-ROM,
flash drive or the like. A person skilled in the art should also recognise that the
functionality of different computing devices may be combined or integrated into a
single computing device, or that the functionality of a particular computing device
may be distributed to one or more other computing devices, without departing from
the scope of the exemplary embodiments of the present invention.
[0034] The various embodiments of the invention mentioned herein can be advantageously combined
with each other, unless otherwise specified in the individual case.
[0035] Various objects and advantages of the present invention will become apparent to those
skilled in the art from the following detailed description of embodiments, when read
in light of the accompanying drawings. It shows:
- Fig. 1
- a schematic representation of the implementation of a method for detecting potentially
dangerous situations in an intersection area in road traffic in a vehicle and
- Fig. 2
- a block representation of various steps of a procedure for the detection of potentially
dangerous situations in an intersection area in road traffic.
[0036] Fig. 1 shows the implementation of a method for detecting potentially dangerous situations
in an intersection area in road traffic. In this process, a vehicle 10 communicates
with other road users 14 or part of an infrastructure 16 of the road traffic by means
of Car2X communication 12. In this example, the infrastructure 16 is traffic lights
and cameras for monitoring road traffic. It is envisaged that information about status
data of the vehicle 10 and information about status data of the other road users 14
are transmitted during the Car2-X communication 12. The status data is linked with
navigation data, in particular with coordinates, in such a way that a prediction of
a future route 18 of the vehicle 10 and the other vehicles 14 is made possible.
[0037] The status data contains information about the position and speed of the vehicle
10 or of the other road users 14. By using the information regarding the position,
in the form of coordinates, and the current speed, conclusions can be drawn about
the route of the vehicle 10 or of the other road users 14 in conjunction with navigation
data containing information about the road layout, which makes it possible to predict
the future route 18.
[0038] The navigation data contains information about lanes 20. By knowing the lanes 20,
in particular in the relevant intersection area, the positions of the vehicle 10 or
of other road users 14 can be further specified. Furthermore, the navigation data
contains information about pedestrian crossings 22 and bicycle crossings 24. In this
way, the most probable routes of unprotected road users can already be taken into
account. Thus, the prescribed paths can already be associated with the conditions
of unprotected road users. In addition, the condition data contain information about
a lane 20 on which the vehicle 10 or the other road users 14 are located. Thus, both
the vehicle 10 and the other vehicles 14 can be clearly assigned to a lane 20. This
information increases the accuracy of the position determination of the vehicle 10
or the other vehicles 14. In addition, the prediction of the future route 18 can be
improved if, for example, it is recognised that a vehicle 10 is in a turning lane.
[0039] It is provided that a state machine 26 is defined for the vehicle 10. Furthermore,
further state machines 28 are defined for at least one further road user 14, it being
possible to define different states for the state machines 26, 28 and at least one
warning state 30 being defined. The state machine 26 for the vehicle 10 and the further
state machine 28 for a further road user 14 are brought into the warning state 30
when it is determined that the future travel path 18 of the vehicle 10 intersects
with a future travel path 18 of at least one further road user 14. Warning state 30
may be used to warn of potentially dangerous situations. If a future path of travel
18 of the vehicle 10 will intersect with another road user 14, a collision between
the two vehicles is highly likely should no further action be taken.
[0040] A state of awareness 32 is further defined. The state machine 26 for the vehicle
10 and the further state machine 28 for a further road user 14 are placed in the awareness
state 32 when it is determined that the future travel path 18 of the vehicle 10 intersects
with a future travel path 18 of at least one further road user 14 and the distance
of the intersection point is greater than a predetermined threshold distance. The
awareness state 32 is a weaker state in criticality than the warning state 30. If
the distance is still large enough, i.e. the distance to the intersection of the two
future travel paths 18 is greater than the predetermined limit distance, on the one
hand the predicted travel path can still change, and on the other hand there is still
sufficient time to react adequately to the situation.
[0041] Additionally, a standby state 34 is defined and that the state machine 26 for the
vehicle 10 and the further state machine 28 for a further road user 14 are placed
in the standby state 34 when it is determined that the future path of travel 18 of
the vehicle 10 does not intersect with a future path of travel 18 of the further road
users 14. The standby state 34 is a weaker state in criticality than the awareness
state 32. In the standby state 34 there is no or no great potential for a dangerous
situation. Vehicles or other road users 14 whose state machine 26, 28 have been placed
in standby state 34 are not in a dangerous situation. The state machines can be in
the standby state by default until a condition for changing the state is fulfilled.
[0042] In addition, an exit state 36 is defined. The state machine 26 for the vehicle 10
is brought into the exit state 36 if the vehicle 10 move a away from a predefined
conflict area.
[0043] The states of the state machines 26, 28 are ordered by criticality. The state machine
26 for the vehicle 10 is transferred to the most critical state if it is detected
that the state machine 28 of another road user 14 has already been transferred to
the most critical state. The states are thus aggregated at a suitable point and thereby
evaluated using the example of a minimum function. The state machine 26 of the vehicle
10 is consequently brought into the state with the highest criticality, for example
into the warning state 30, if at least one state machine 26, 28 of a further road
user 14 is in the warning state 30.
[0044] Figure 1 shows the schematic representation in a display area 38 of a display device
40 of the vehicle 10. In the display area 38, the position of the vehicle 10 and that
of the other road users 14 is displayed on a virtual map 42. In the display area 38,
the other road users 14 that are in a state selected by the driver of the vehicle
10 are displayed. The other road users 14 are highlighted. Highlighting draws the
attention of the driver of the vehicle 10 to, for example, the object whose future
path of travel 18 will intersect with the vehicle 10 when the driver of the vehicle
10 selects further road users 14 that are in a warning state 30. When the vehicle
10 and the further road user 14 are virtually displayed in the display area 38 of
the display device 40 in analogy to their actual position, the driver of the vehicle
10 can estimate from which direction the further road user 14 will cross the future
travel path 18 of the vehicle 10 and can react accordingly to avoid a collision.
[0045] Figure 2 shows a schematic block diagram of various steps of a method for detecting
potentially dangerous situations in an intersection area in road traffic. In a first
step 100, it is first determined for each relevant object received via Car2X whether
there is a potential overlap between the vehicle path and the path of the object.
[0046] For each object considered in the vehicle function, a state machine 28 is now created
in step 102, which is permanently linked to the object. If the object is deleted,
the associated state machine 28 is also terminated. In addition, a single state machine
26 exists for the vehicle 10, which determines the specific state of the vehicle 10.
Various states such as a warning state 30, awareness state 32 and standby state 34
are defined. Another state "Ignored" is used to "hide" objects that indicate a false
detection on the transmitter side before the function.
[0047] The conditions for changing from one state to another are represented in step 104
by parameterisable conditions that define the desired functional behaviour. For example,
the transition from the standby state 34 to the awareness state 32 could take place
if there is an overlap of the future travel path 18 of the object with the ego path
and the distance from the object to the overlap point is less than a limit distance.
[0048] The state machines are aggregated in step 106 and are processed like a minimum function.
Thus, the state machine 26 of vehicle 10 is placed in the highest criticality state,
warning state 30, if at least one state machine 28 of another vehicle 14 is in warning
state 30. Additional conditions on the edges, as well as states preceding the warning
criticality states, further allow for certain initial conditions to be met. For example,
the warning criticality of the objects is only taken over if the condition "Ego vehicle
moving towards conflict area of intersection" is fulfilled.
[0049] This procedure allows the overall warning state to be set equal to the state of the
most critical state of the objects under consideration. At the same time, objects
of lower warning criticality maintain their respective states.
Reference signs
[0050]
- 10
- vehicle
- 12
- Car2X communication
- 14
- other road users
- 16
- infrastructure
- 18
- future route
- 20
- lane
- 22
- pedestrian crossing
- 24
- cycle crossing
- 26
- state machine
- 28
- further state machine
- 30
- warning status
- 32
- state of consciousness
- 34
- standby state
- 36
- exit state
- 38
- display range
- 40
- display device
- 42
- virtual map
- 100-106
- various steps of the procedure
1. Method for detecting potentially dangerous situations in an intersection area in road
traffic,
wherein a vehicle (10) communicates with further road users (14) by means of Car2X
communication (12) and/or wherein the vehicle (10) communicates with at least part
of a road traffic infrastructure (16) by means of Car2X communication (12),
wherein information about status data of the vehicle (10) and information about status
data of the other road users (14) is transmitted in the Car2-X communication (12)
and wherein the status data is linked with navigation data, in particular with coordinates,
in such a way that a prediction of a future route (18) of the vehicle (10) and of
the other road users (14) is made possible,
characterised in that
a state machine (26) is defined for the vehicle (10),
at least one further state machine (28) is defined for at least one further road user
(14), it being possible for different states to be defined for the state machines
(26, 28), and at least one warning state (30) being defined.
2. Method according to claim 1, characterized in that the state machine (26) for the vehicle (10) and/or the state machine (28) for a further
road user (14) is brought into the warning state (30) when it is determined that the
future travel path (18) of the vehicle (10) intersects with a future travel path (18)
of at least one further road user (14).
3. A method according to any one of claims 1 to 3, characterized in that a state of awareness (32) is defined and that the state machine (26) for the vehicle
(10) and/or the state machine (28) for a further road user (14) is brought into the
state of awareness (32) when it is determined that the future travel path (18) of
the vehicle (10) intersects with a future travel path (18) of at least one further
road user (14) and the a predefined threshold is exceeded.
4. A method according to any one of claims 1 to 4, characterised in that a standby state (34) is defined and in that the state machine (26) for the vehicle (10) and/or the state machine (28) for a further
road user (14) is placed in the standby state (34) when it is determined that the
future travel path (18) of the vehicle (10) does not intersect with a future travel
path (18) of the further road users (14).
5. Method according to one of claims 1 to 4, characterized in that an exit state (36) is defined and in that the state machine (26) for the vehicle (10) and/or the state machine (28) for a further
road user (14) is brought into the exit state (36) when the vehicle (10) and/or the
further road user (14) moves away from a predefined conflict area.
6. Method according to one of claims 1 to 5, characterised in that the state machine (26) of the vehicle (10) and/or of the at least one further road
user (14) is only brought into the warning state (30) if the vehicle (10) and/or the
further road user (14) is moving towards a predefined conflict area.
7. Method according to one of claims 1 to 6, characterized in that the states of the state machines (28) are ordered according to criticality and in that the state machine (26) for the vehicle (10) is transferred to the most critical state
if it is detected that the state machine (28) of another road user (14) has already
been transferred to the most critical state.
8. A method according to any one of claims 1 to 7, characterised in that the driver of the vehicle (10) is signalled when a state machine (28) is in a warning
state (30).
9. Method according to one of claims 1 to 7, characterised in that the vehicle (10) comprises a display device (40) with at least one display area (38),
in that the position of the vehicle (10) and that of the other road user (14) can be displayed
in the display area (38) on a virtual map (42).
10. Method according to claim 9, characterised in that the other road users (14) who are in a state selected by the driver of the vehicle
(10) are displayed in the display area (38).
11. Method according to one of claims 1 to 10, characterized in that a decay time is defined for the state machine (26) of the vehicle (10) and/or of
the further road users (14), after which the state machine (26) of the vehicle (10)
and/or the state machine (28) of the further road users (14) are brought into another
state if a condition for changing the state is fulfilled.
12. Vehicle (10), in particular motor vehicle, having an evaluation unit and having a
display device (40) with at least one display area (38), characterized in that a method according to one of claims 1 to 11 can be carried out by the evaluation
unit.