IP Library › Granted Patent US 11,507,717
Granted Patent B2
US 11,507,717 · App. 16/535,363 · Granted Nov 22, 2022

Determining one or more characteristic values and simulating traffic for an autonomously trafficable environment

Inventors: Kay Fuerstenberg (Freiburg, DE); Christoph Reinke (Hamburg, DE); Patric Beinschob (Hamburg, DE); Christoph Hansen (Hamburg, DE); Georg Plasberg (Bahlingen am Kaiserstuhl, DE); Martin Wüstefeld (Sexau, DE)
Assignee: SICK AG
G06F30/20G05D1/0088G05D2201/0216
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Quick Facts
Patent No.
US 11,507,717
App. No.
16/535,363
Filed
Aug 8, 2019
Granted
Nov 22, 2022
Kind
B2
Art Unit
2148
USPC
703/8
Abstract

A method of determining one or more characteristic values for an environment automatically trafficable by vehicles comprises the steps: providing a spatially resolving, electronically usable representation of the environment; providing parameters that describe properties of vehicles and of the traffic in the environment; simulating the traffic in the environment with reference to the electronically usable representation of the environment and with reference to the parameters provided; in the simulation, detecting and counting events of interest, detecting and counting events of interest, determining the characteristic values with reference to the counter result, and outputting and/or storing the characteristic value.

Claims (55)

1. A method of determining one or more characteristic values for an environment autonomously trafficable by vehicles, the method comprising the steps of:

providing a spatially resolving, electronically usable representation of the environment;

providing parameters that describe properties of vehicles and summary properties of traffic to be simulated in the environment;

simulating the traffic in the environment with reference to the electronically usable representation of the environment and with reference to the parameters provided;

in the simulation, detecting events of interest and counting the detected events of interest;

determining the one or more characteristic values with reference to the count result; and

outputting and/or storing the one or more characteristic values,

wherein the one or more characteristic values comprise one or more vehicle parameters of a vehicle driving autonomously in the environment, the one or more vehicle parameters of the vehicle being determined with reference to the count result,

wherein the one or more characteristic values further comprise one or more protected fields and/or warning fields around the vehicle, and

wherein the detected events of interest comprise detected violations of the one or more protected fields and/or warning fields around the vehicle.

2. The method in accordance with claim 1 , in which the one or more characteristic values further comprises/comprise one or more evaluation numbers and/or evaluation parameters of the environment that are determined with reference to the count values.

3. The method in accordance with claim 1 , in which the one or more characteristic values further comprise equipment parameters of the vehicle.

4. The method in accordance with claim 1 , in which the one or more characteristic values is/are or comprises/comprise one or more changes of the electronically usable representation of the environment.

5. The method in accordance with claim 1 , in which the parameters provided for the simulation comprise selectable vehicle parameters and settable summary traffic parameters.

6. The method in accordance with claim 5 , in which at least some of the summary traffic parameters are set in accordance with real observations in the real environment.

7. The method in accordance with claim 1 , in which after a first simulation part having a first parameter set its count values are stored and a second simulation part having a second parameter set is carried out with a separate event counting, wherein one or more of the parameters in the second parameter set are changed with respect to those in the first set, wherein after the second simulation part its count values are also stored, and wherein the one or more characteristic values are determined with reference to the stored count values of the simulation parts.

8. The method in accordance with claim 1 , in which after a first simulation part its count values are stored and a second simulation part is carried out on the basis of a changed electronically usable representation of the environment with a separate event counting, wherein after the second simulation part its count values are also stored, and wherein the one or more characteristic values are determined with reference to the stored count values of the simulation parts.

9. The method in accordance with claim 7 , in which the change of the parameters of the electronically usable representation takes place automatically or takes place externally over an input interface.

10. The method in accordance with claim 1 , in which after a simulation or after a simulation part the underlying parameters are stored in a manner associable with the associated count values.

11. The method in accordance with claim 1 , in which the simulation is ended when a count value has exceeded a specific threshold or when the simulation has simulated a specific time duration.

12. The method in accordance with claim 1 , in which a plurality kinds of events of interest are defined and the counting of the events of interest takes place separately for each of the kinds.

13. The method in accordance with claim 1 , in which the counting of events of interest takes place in an event controlled or time controlled or route controlled or position controlled manner.

14. The method in accordance with claim 1 , in which the counting of events of interest is carried out for a single simulated vehicle or distinguishably for a plurality or for all of the simulated vehicles or globally for a plurality or for all of the simulated vehicles.

15. The method in accordance with claim 1 , in which the detection and the counting of events of interest and the determination of the one or more characteristic values takes place in a spatially resolving manner.

16. The method in accordance with claim 1 , in which operator-driven vehicles and/or pedestrians are also simulated with reference to respective parameter sets in the simulation.

17. An apparatus for determining one or more characteristic values for an environment autonomously trafficable by vehicles comprising:

an interface to an apparatus for a spatially resolving, electronically usable representation of the environment;

a store for storing parameters that describe properties of vehicles and of traffic in the environment;

a simulation device for simulating the traffic in the environment with reference to the electronically usable representation of the environment and with reference to the parameters provided;

a detection and counting apparatus for detecting events of interest and for counting the detected events of interest in the simulation;

a determination device for determining the one or more characteristic values with reference to the count result; and

an output and storing device for outputting and/or storing the one or more characteristic values,

wherein the one or more characteristic values comprise one or more vehicle parameters of a vehicle driving autonomously in the environment, the one or more vehicle parameters of the vehicle being determined with reference to the count result,

wherein the one or more characteristic values further comprise one or more protected fields and/or warning fields around the vehicle, and

wherein the detected events of interest comprise detected violations of the one or more protected fields and/or warning fields around the vehicle.

18. A method of determining one or more characteristic values for an environment autonomously trafficable by vehicles, the method comprising the steps of:

providing a spatially resolving, electronically usable representation of the environment;

providing parameters that describe properties of vehicles and summary properties of traffic to be simulated in the environment;

simulating the traffic in the environment with reference to the electronically usable representation of the environment and with reference to the parameters provided;

in the simulation, detecting events of interest and counting the detected events of interest;

determining the one or more characteristic values with reference to the count result; and

outputting and/or storing the one or more characteristic values,

wherein the one or more characteristic values comprise one or more evaluation numbers and/or evaluation parameters of the environment that are determined with reference to the count result,

wherein the one or more characteristic values further comprise one or more protected fields and/or warning fields around a vehicle driving autonomously within the environment, and

wherein the detected events of interest comprise detected violations of the one or more protected fields and/or warning fields around the vehicle.

19. An apparatus for determining one or more characteristic values for an environment autonomously trafficable by vehicles comprising:

an interface to an apparatus for a spatially resolving, electronically usable representation of the environment;

a store for storing parameters that describe properties of vehicles and of traffic in the environment;

a simulation device for simulating the traffic in the environment with reference to the electronically usable representation of the environment and with reference to the parameters provided;

a detection and counting apparatus for detecting events of interest and for counting the detected events of interest in the simulation;

a determination device for determining the one or more characteristic values with reference to the count result; and

an output and storing device for outputting and/or storing the one or more characteristic values,

wherein the one or more characteristic values comprise one or more evaluation numbers and/or evaluation parameters of the environment that are determined with reference to the count result,

wherein the one or more characteristic values further comprise one or more protected fields and/or warning fields around a vehicle driving autonomously within the environment, and

wherein the detected events of interest comprise detected violations of the one or more protected fields and/or warning fields around the vehicle.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 18, 2019
From: FUERSTENBERG, KAY; REINKE, CHRISTOPH; BEINSCHOB, PATRIC, DR.; HANSEN, CHRISTOPH; PLASBERG, GEORG; WUSTEFELD, MARTIN
To: SICK AG
Reel/Frame 050417/0550 →
Priority Claims (1)
DE 102018119397.1 · Aug 9, 2018 · national
Continuity (1)
Related Publication 20200050719A1 · Feb 13, 2020