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Optimization of AUTOSAR Communication Stack in the Context of Advanced Driver Assistance Systems.
Răzvan Bogdan1, Mihaela Crișan-Vida1, Darius Barmayoun2,3
1Faculty of Automation and Computers, University Politehnica Timisoara, 300223 Timișoara, Romania.
This study optimizes automotive communication by remotely accessing radar sensors, significantly reducing memory usage and runtime compared to standard AUTOSAR implementations for connected and autonomous vehicles.
Area of Science:
- Automotive Engineering
- Embedded Systems
- Data Communication
Background:
- Autonomous driving and Car2X technologies necessitate substantial data exchange between automotive devices.
- Radar sensors are critical for future vehicles, demanding efficient data traffic management.
- Increasing communication complexity requires optimization at the AUTOSAR (Automotive Open System Architecture) level.
Purpose of the Study:
- To propose and evaluate an optimization solution for AUTOSAR communication levels.
- To enhance the efficiency of data exchange involving radar sensors in automotive systems.
Main Methods:
- Developed a novel approach for remote access to radar sensors.
- Implemented and tested the proposed optimization solution within the AUTOSAR framework.
- Conducted performance measurements focusing on memory usage and runtime.
Main Results:
- The proposed remote access solution demonstrated superior performance over the Full AUTOSAR implementation.
- Significant reductions in memory usage were observed.
- Noticeable improvements in runtime efficiency were achieved.
Conclusions:
- The developed optimization strategy effectively addresses the communication challenges in advanced automotive systems.
- Remote radar sensor access offers a viable method for improving AUTOSAR communication efficiency.
- This approach is beneficial for applications like autonomous driving and Car2X.
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