Paper
6 June 2024 Construction of unmanned path tracking optimization control system based on MPC algorithm
Zihao Wen, Xinhong Liu
Author Affiliations +
Proceedings Volume 13175, International Conference on Computer Network Security and Software Engineering (CNSSE 2024); 131751M (2024) https://doi.org/10.1117/12.3031970
Event: 4th International Conference on Computer Network Security and Software Engineering (CNSSE 2024), 2024, Sanya, China
Abstract
Accompanied by the rapid development of the intelligent automobile industry, unmanned driving has also become one of the important research fields of intelligent automobiles. As the future direction of automobile development, its advantage not only lies in the fact that it can enhance the traffic flow per unit time, but also can track and optimize the vehicle driving route and road safety, so as to reduce the development of traffic accidents and safety hazards. Based on this, this paper discusses the unmanned path tracking optimization control system based on MPC algorithm, and illustrates the superiority of this method through simulation, so as to provide certain reference for unmanned path tracking optimization.
(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Zihao Wen and Xinhong Liu "Construction of unmanned path tracking optimization control system based on MPC algorithm", Proc. SPIE 13175, International Conference on Computer Network Security and Software Engineering (CNSSE 2024), 131751M (6 June 2024); https://doi.org/10.1117/12.3031970
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KEYWORDS
Autonomous vehicles

Control systems

Mathematical optimization

Device simulation

Detection and tracking algorithms

Adhesion

Genetic algorithms

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