Synergistic integration of refined pelican optimization algorithm and deep neural networks for autonomous vehicle control in edge computing architectures

Synergistic integration of refined pelican optimization algorithm and deep neural networks for autonomous vehicle control in edge computing architectures

Abstract Autonomous vehicles and mobile edge computing’s confluence have raised an innovative model for immediate decision-making and improved computational abilities. But, enhancing vehicle management systems to guarantee effective enactment remains an important challenge. Present approaches regula...

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Bibliographic Details
Main Authors: Fude Duan, Bing Han, Xiongzhu Bu
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Autonomous vehicles
Mobile edge computing
Deep neural networks
Refined pelican optimizer
LiDAR
Vehicle control
Online Access:https://doi.org/10.1038/s41598-025-98486-y
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https://doi.org/10.1038/s41598-025-98486-y

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