Variable Speed Limit Plate Signs Based on Depth Recognition Control

Predictive control (PC) is an advanced control algorithm, which is widely used in industrial process control. Among them, model-based predictive control (MPC) is an important branch of predictive control. Its basic principle is to use the system model to predict future behavior and determine the current control action by optimizing the objective function. Based on the algorithm combined with three different sections using deep learning technology to identify vehicles and output the optimal speed limit, to achieve the effect of traffic flow optimization.

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Publication Details

Journal
Journal of Electronic Research and Application
Published
2025-04-02
DOI
https://doi.org/10.26689/jera.v9i2.9443
Primary Topic
Image and Object Detection Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Variable Speed Limit Plate Signs Based on Depth Recognition Control

Hanqi Tang, Libin Zhang, Xiaoxi Liu, Shuming Zhang et al.
Journal of Electronic Research and Application
Image and Object Detection Techniques
article

Variable Speed Limit Plate Signs Based on Depth Recognition Control

Hanqi Tang, Libin Zhang, Xiaoxi Liu, Shuming Zhang, Xinrui Wang
article en

Abstract

Predictive control (PC) is an advanced control algorithm, which is widely used in industrial process control. Among them, model-based predictive control (MPC) is an important branch of predictive control. Its basic principle is to use the system model to predict future behavior and determine the current control action by optimizing the objective function. Based on the algorithm combined with three different sections using deep learning technology to identify vehicles and output the optimal speed limit, to achieve the effect of traffic flow optimization.

Journal of Electronic Research and ApplicationVol. 9(2)
Northeast Forestry University (CN)
Openalex Percentile: Top 93%
Image and Object Detection Techniques
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Variable Speed Limit Plate Signs Based on Depth Recognition Control — Hanqi Tang, Libin Zhang, et al. · Journal of Electronic Research and Application (2025) | TGRS Research Map | TGRS