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A platform for research: civil engineering, architecture and urbanism
Overall Architecture Design of Digital Smart Highway Based on DL Algorithm
Digital smart highway is a highway construction model that uses advanced computer technology and high-speed communication networks, combined with modern information technology, to achieve integrated operation of information collection, transmission and processing. This research mainly focuses on the digital smart highway construction plan based on DLP algorithm. First, this article introduces the target functions of the design scheme and its performance requirements in different scenarios. Secondly, this article analyzes the content requirements of each part of the overall architecture design and elaborates and explains it with reference to relevant theoretical knowledge. Finally, this article uses MATLAB software to complete the simulation experiment and verify the optimization effect. The test results show that the system's accuracy in identifying vehicles on different types of highways is generally above 90%; its accuracy in identifying different types of highway conditions is basically above 80%, and it has better real-time performance in traffic flow statistics.
Overall Architecture Design of Digital Smart Highway Based on DL Algorithm
Digital smart highway is a highway construction model that uses advanced computer technology and high-speed communication networks, combined with modern information technology, to achieve integrated operation of information collection, transmission and processing. This research mainly focuses on the digital smart highway construction plan based on DLP algorithm. First, this article introduces the target functions of the design scheme and its performance requirements in different scenarios. Secondly, this article analyzes the content requirements of each part of the overall architecture design and elaborates and explains it with reference to relevant theoretical knowledge. Finally, this article uses MATLAB software to complete the simulation experiment and verify the optimization effect. The test results show that the system's accuracy in identifying vehicles on different types of highways is generally above 90%; its accuracy in identifying different types of highway conditions is basically above 80%, and it has better real-time performance in traffic flow statistics.
Overall Architecture Design of Digital Smart Highway Based on DL Algorithm
Liu, Xiaofei (author) / Tan, Yong (author) / Liu, Ming (author)
2024-03-15
322825 byte
Conference paper
Electronic Resource
English
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