Method for operating a driver assistance system, and driver assistance system

1. A method of a driver assistance system of a vehicle, the driver assistance system including a sensor arrangement, a computing device, and a steering device, the method comprising:

determining, by the driver assistance system and using the sensor arrangement thereof, a current position of a pedestrian in an environment surrounding the vehicle;

determining, by the driver assistance system and using the sensor arrangement thereof, a first current state of motion of the pedestrian;

determining, by the driver assistance system and using the sensor arrangement thereof, a second current state of motion of the vehicle;

calculating, by the computing device of the driver assistance system, a sojourn probability distribution of the pedestrian, the sojourn probability distribution being a function of time and of space and being based on a pedestrian motion model in connection with the determined current position of the pedestrian and the determined current state of motion of the pedestrian;

calculating, by the computing device of the driver assistance system and based on the calculated sojourn probability distribution of the pedestrian and on the second current state of motion of the vehicle, a trajectory of the vehicle with a minimum collision probability for the vehicle into the pedestrian; and

operating, by the driver assistance system, the steering device to steer the vehicle along based the calculated trajectory of the vehicle.

2. The method as recited in claim 1 , the first current state of motion of the pedestrian includes information concerning at least one of an orientation, speed, acceleration, standing, walking, and running of the pedestrian.

3. The method as recited in claim 1 , further comprising:

additionally acquiring a first individual feature of the pedestrian, wherein at least one of the calculation of the sojourn probability distribution of the pedestrian, the calculation of the trajectory, and the operation of the driver assistance system of the vehicle additionally taking place based on the acquired first individual feature of the pedestrian.

4. The method as recited in claim 1 , further comprising:

determining a further current position of a further vehicle;

determining a third current state of motion of the further vehicle; and

calculating a further sojourn probability distribution of the further vehicle, the further sojourn probability distribution being a function of time and of space, and being based on a vehicle motion model in connection with the determined further current position of the further vehicle and the determined third current state of motion of the further vehicle, the calculation of the trajectory further being based on the calculated further sojourn probability distribution of the further vehicle.

5. The method as recited in claim 4 , further comprising:

acquiring in addition a second feature of the further vehicle, wherein at least one of the calculation of the further sojourn probability distribution of the further vehicle, the calculation of the trajectory, and the operation of the driver assistance system of the vehicle further being based on the acquired second feature of the further vehicle.

6. The method as recited in claim 1 , wherein the calculation of the trajectory takes place by a potential field method, according to which a target point of the vehicle exerts an attractive force and the sojourn probability distribution of the pedestrian exerts a repulsive force.

7. The method as recited in claim 1 , wherein the surrounding environment of the vehicle is modeled in a grid representation, the sojourn probability distribution of the pedestrian indicating a time-dependent sojourn probability of the pedestrian in each of a multiplicity of cells of the grid representation, and the trajectory being capable of being guided, at a particular time, through cells of the grid representation in which a sojourn probability of the pedestrian at the particular time is less than or equal to a specifiable threshold value.

8. A driver assistance system for a vehicle, comprising:

a sensor arrangement;

a computing device; and

a steering device;

wherein:

the driver assistance system is configured to use the sensor arrangement to determine a current position of a pedestrian in an environment surrounding the vehicle, a first current state of motion of the pedestrian, and a second current state of motion of the vehicle;

the computing device is configured to:

calculate a sojourn probability distribution of the pedestrian, the sojourn probability distribution being a function of time and of space and being based on a pedestrian motion model in connection with the determined current position of the pedestrian and the determined current state of motion of the pedestrian; and

calculate, based on the calculated sojourn probability distribution of the pedestrian and the second current state of motion of the vehicle, a trajectory of the vehicle with a minimum collision probability for the vehicle into the pedestrian; and

the driver assistance system is configured to operate the steering device to steer the vehicle along the calculated trajectory of the vehicle.