Safety: Autonomous mobile robots operate in uncertain environments where unexpected situations can occur. Uncertainty quantification is essential to identify potential risks and ensure the safety of the robot and its surroundings.
Performance: Uncertainty can significantly impact the performance of the robot, particularly in dynamic and unpredictable environments. Quantifying uncertainty can help designers optimize the robot’s behavior and improve its overall performance.
Validation: Uncertainty quantification is critical for validating the design of the robot and its performance. By quantifying uncertainty, designers can determine the reliability of the robot and identify potential issues that need to be addressed. This helps ensure that the robot operates as intended and meets the desired performance criteria.
At Reliable Autonomy LLC, we provide validation services for autonomous mobile robots considering various uncertainties. Our team of top experts in model verification and validation work with businesses to ensure the safety and performance of their robots in uncertain environments. We validate the robot’s behavior in various scenarios, identify potential risks, and optimize its performance. With our expertise, businesses can have confidence in the reliability and performance of their autonomous mobile robots, ultimately improving productivity, efficiency, and safety in their operations.
Our typical validation work for autonomous mobile robots with uncertainties includes:
- Scenario-based testing: We test the robot’s behavior in various scenarios, including both expected and unexpected situations, to quantify uncertainties and identify potential risks.
- Uncertainty quantification: We quantify uncertainties in the robot’s behavior and identify the sources of uncertainty, such as sensor noise, environmental factors, or model uncertainties.
- Model validation: We validate the accuracy of the robot’s models and simulations to ensure that they accurately represent the behavior of the physical robot.
We can provide such a service because our team of experts has extensive experience in model verification and validation, and has a deep understanding of the unique challenges and complexities of autonomous mobile robots. We use advanced testing techniques and state-of-the-art software tools to validate the robot’s behavior and quantify uncertainties. As a result, businesses can have confidence in the reliability and performance of their autonomous mobile robots and optimize their operations.
For service inquiry, please contact: zxi@rautonomy.com