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Research on vehicle intelligent wireless location algorithm based on convolutional neural network.

Authors :
Wang, Yazi
Feng, Yuehong
Sun, Huaibo
Source :
Neural Computing & Applications. Jul2021, Vol. 33 Issue 14, p8131-8141. 11p.
Publication Year :
2021

Abstract

Vehicle positioning and vehicle identification of natural scene images are an important part of intelligent transportation systems and unmanned driving research. In current situation, there are still some problems in vehicle intelligent wireless positioning. In order to improve the intelligent wireless positioning efficiency of vehicles, based on the convolutional neural network, this research combines the concept of deep learning to carry out algorithm innovation in the research. Moreover, this paper combines the actual vehicle positioning problem points to collect data, simulates the vehicle positioning situation in a variety of complex situations, and designs a controlled test to verify. The results show that the algorithm of this study has certain effects, which can provide reference for subsequent related research and has certain practical significance. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09410643
Volume :
33
Issue :
14
Database :
Academic Search Index
Journal :
Neural Computing & Applications
Publication Type :
Academic Journal
Accession number :
151025669
Full Text :
https://doi.org/10.1007/s00521-020-04911-w