A Double-Layer Vehicle Speed Prediction Based on BPNN-LSTM for Off-Road Vehicles

A Double-Layer Vehicle Speed Prediction Based on BPNN-LSTM for Off-Road Vehicles

The accurate prediction of vehicle speed is crucial for the energy management of vehicles. The existing vehicle speed prediction (VSP) methods mainly focus on road vehicles and rarely on off-road vehicles. In this paper, a double-layer VSP method based on backpropagation neural network (BPNN) and lo...

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Bibliographic Details
Main Authors: Jichao Liu, Yanyan Liang, Zheng Chen, Huaiyi Li, Weikang Zhang, Junling Sun
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
vehicle speed prediction
BPNN
LSTM
non-road vehicles
Online Access:https://www.mdpi.com/1424-8220/23/14/6385

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