A Real-Time Channel Prediction Model Based on Neural Networks for Dedicated Short-Range Communications

A Real-Time Channel Prediction Model Based on Neural Networks for Dedicated Short-Range Communications

Based on a multiple layer perceptron neural networks, this paper presents a real-time channel prediction model, which could predict channel parameters such as path loss (PL) and packet drop (PD), for dedicated short-range communications (DSRC). The dataset used for training, validating, and testing...

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Bibliographic Details
Main Authors: Tianhong Zhang, Sheng Liu, Weidong Xiang, Limei Xu, Kaiyu Qin, Xiao Yan
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Sensors
Subjects:
channel models
neural networks
wireless communications
prediction methods
vehicular and wireless technologies
dedicated short-range communication
Online Access:https://www.mdpi.com/1424-8220/19/16/3541

Internet

https://www.mdpi.com/1424-8220/19/16/3541

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