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A multimodal learning and simulation approach for perception in autonomous driving systems | Synapse
March 3, 2026
Open Access
A multimodal learning and simulation approach for perception in autonomous driving systems
AA
Ahmad Almadhor
AH
Abdullah Al Hejaili
SA
Shtwai Alsubai
Prince Sattam Bin Abdulaziz University
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Key Points
The perception in autonomous driving systems improves with multimodal learning and simulation techniques.
A key measure shows a 25% enhancement in perception accuracy across diverse scenarios.
Simulation-based approaches were utilized to integrate and evaluate sensor data from various inputs.
Enhanced perception indicates potential for greater safety in real-world autonomous driving applications.
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Almadhor et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75ac8c6e9836116a210da
https://doi.org/https://doi.org/10.1038/s41598-026-35095-3
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