Artificial Intelligence is playing an increasingly critical role in trajectory planning and control for autonomous systems. But ensuring safety, reliability, and efficiency remains a major challenge.
At The Autonomous Main Event 2024, Infineon Technologies, a long-term partner and the Lead of The Autonomous Expert Circle on Safety of Embedded AI, unveiled its latest annual report, highlighting groundbreaking advancements in AI-enhanced trajectory planning and control.
Key Findings from the Report
- 50% improvement in tracking accuracy with AI-powered trajectory controllers, leading to more precise vehicle movements.
- 5% increase in energy efficiency through AI-enhanced Model Predictive Control (MPC), optimizing power consumption without sacrificing performance.
- Comprehensive safety blueprint outlining the framework for ensuring safe AI implementation in trajectory control, including data integrity and verification measures.
Infineon’s work builds on the EEmotion project, co-funded by the German Federal Ministry for Economic Affairs and Climate Action (BMWK), demonstrating significant strides in energy-efficient and safe AI integration for automated driving.
In this report you’ll find the demonstration of these development efforts on AI enhancements of trajectory planning and control along with a conceptual safety blueprint, and the data used to train them.
Download the full report now to explore how AI can enable the next level of safe, comfortable, and energy-efficient automated driving.
Uncover the Findings
Please review the report below. If you wish to access the complete version, you can download it as a PDF file.
