Computer-implemented method for low-latency generation and input of sensor data into a control unit or into control unit networks
A method for low-latency generation and input of sensor data for control units or control unit networks includes: computing, by a simulator system or device, environmental data sets at a simulation frequency using an environment model of a virtual environment scene, wherein each environmental data set is associated with a respective point in time in an overall simulation time at which point in time the respective environment data set is available for further processing; and executing, by the simulator system or device or by at least one additional system or device, at least one sensor simulation model, wherein the at least one sensor simulation model generates sensor data sets at a sampling frequency, based on the environmental data sets, for further processing by at least one control unit, wherein each sensor data set is associated with a respective start time and respective time of completion in the overall simulation time.
1. A system for testing a controller using a simulator system, comprising:
the simulator system, wherein the simulator system is configured to generate sensor data corresponding to a simulated environment; and
the controller, wherein the controller is configured to obtain the sensor data from the simulator system and to perform control operations in response thereto; and
wherein the simulator system is configured to perform a plurality of sensor data generation cycles, wherein each of the plurality of sensor data generation cycles comprises:
generating respective sensor data corresponding to a respective environmental data set corresponding to a respective point in time;
storing the respective sensor data for a respective waiting time interval configured by the simulator system; and
after the respective waiting time interval, sending the respective sensor data to the controller for further processing;
wherein the plurality of sensor data generation cycles includes a first sensor data generation cycle and a second sensor data generation cycle, wherein the second sensor data generation cycle follows the first sensor data generation cycle, and wherein the simulator system reduces the waiting time interval over the first and second sensor data generation cycles such that the second sensor data generation cycle has a shorter respective waiting time interval than the first sensor data generation cycle.
2. The system according to claim 1 , wherein the simulator system is configured to reduce the waiting time interval over multiple successive sensor data generation cycles until the waiting time interval reaches a minimum time interval.
3. The system according to claim 2 , wherein the minimum time interval is adjustable by a user of the simulator system.
4. The system according to claim 1 , wherein the respective sensor data includes radar data, lidar data, or camera image data.
5. The system according to claim 1 , wherein, for a further sensor data generation cycle after the plurality of sensor data generation cycles, no new sensor data is available after a respective waiting time interval for the further sensor data generation cycle, and sensor data of a previous sensor data generation cycle relative to the further sensor data generation cycle is transmitted to the controller for further processing in the further sensor data generation cycle.
6. The system according to claim 5 , wherein based on new sensor data being available after the respective waiting time interval for the further sensor data generation cycle, the simulator system is configured to increase the waiting time interval for a next sensor data generation cycle following the further sensor data generation cycle.
7. The system according to claim 1 , wherein a step size for reducing the waiting time interval is adjustable by a user of the simulator system.
8. One or more non-transitory computer-readable mediums having processor-executable instructions stored thereon for testing a controller using a simulator system, wherein the processor-executable instructions, when executed, facilitate performance of the following:
performing, by the simulator system, a plurality of sensor data generation cycles, wherein the simulator system is configured to generate sensor data corresponding to a simulated environment, and wherein the controller is configured to obtain the sensor data from the simulator system and to perform control operations in response thereto;
wherein each of the plurality of sensor data generation cycles comprises:
generating respective sensor data corresponding to a respective environmental data set corresponding to a respective point in time;
storing the respective sensor data for a respective waiting time interval configured by the simulator system; and
after the respective waiting time interval, sending the respective sensor data to the controller for further processing;
wherein the plurality of sensor data generation cycles includes a first sensor data generation cycle and a second sensor data generation cycle, wherein the second sensor data generation cycle follows the first sensor data generation cycle, and wherein the simulator system reduces the waiting time interval over the first and second sensor data generation cycles such that the second sensor data generation cycle has a shorter respective waiting time interval than the first sensor data generation cycle.
9. A method for testing a controller using a simulator system, wherein the method comprises:
performing, by the simulator system, a plurality of sensor data generation cycles, wherein the simulator system is configured to generate sensor data corresponding to a simulated environment, and wherein the controller is configured to obtain the sensor data from the simulator system and to perform control operations in response thereto;
wherein each of the plurality of sensor data generation cycles comprises:
generating respective sensor data corresponding to a respective environmental data set corresponding to a respective point in time;
storing the respective sensor data for a respective waiting time interval configured by the simulator system; and
after the respective waiting time interval, sending the respective sensor data to the controller for further processing;
wherein the plurality of sensor data generation cycles includes a first sensor data generation cycle and a second sensor data generation cycle, wherein the second sensor data generation cycle follows the first sensor data generation cycle, and wherein the simulator system reduces the waiting time interval over the first and second sensor data generation cycles such that the second sensor data generation cycle has a shorter respective waiting time interval than the first sensor data generation cycle.