Concepts on Train-to-Ground Wireless Communication System for Hyperloop: Channel, Network Architecture, and Resource Management

Hyperloop is envisioned as a novel transportation way with merits of ultra-high velocity and great traveling comforts. In this paper, we present some concepts on the key technologies dedicated to the train-to-ground communication system based on some prevailing fifth-generation communication (5G) te...

Full description

Bibliographic Details
Main Authors: Jiachi Zhang, Liu Liu, Botao Han, Zheng Li, Tao Zhou, Kai Wang, Dong Wang, Bo Ai
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/17/4309
_version_ 1797556940478349312
author Jiachi Zhang
Liu Liu
Botao Han
Zheng Li
Tao Zhou
Kai Wang
Dong Wang
Bo Ai
author_facet Jiachi Zhang
Liu Liu
Botao Han
Zheng Li
Tao Zhou
Kai Wang
Dong Wang
Bo Ai
author_sort Jiachi Zhang
collection DOAJ
description Hyperloop is envisioned as a novel transportation way with merits of ultra-high velocity and great traveling comforts. In this paper, we present some concepts on the key technologies dedicated to the train-to-ground communication system based on some prevailing fifth-generation communication (5G) technologies from three aspects: wireless channel, network architecture, and resource management. First, we characterize the wireless channel of the distributed antenna system (DAS) using the propagation-graph channel modelling theory. Simulation reveals that a drastic Doppler shift variation appears when crossing the trackside antenna. Hence, the leaky waveguide system is a promising way to provide a stable receiving signal. In this regard, the radio coverage is briefly estimated. Second, a cloud architecture is utilized to integrate several successive trackside leaky waveguides into a logical cell to reduce the handover frequency. Moreover, based on a many-to-many mapping relationship between distributed units (DUs) and centralized units (CUs), a novel access network architecture is proposed to reduce the inevitable handover cost by using the graph theory. Simulation results show that this scheme can yield a low handover cost. Then, with regards to the ultra-reliable and low latency communication (uRLLC) traffic, a physical resource block (PRB) multiplexing scheme considering the latency requirements of each traffic type is exploited. Simulation presents that this scheme can maximize the throughput of non-critical mission communication services while guaranteeing the requirements of uRLLC traffic. Finally, in terms of the non-critical mission communication services, two cache-based resource management strategies are proposed to boost the throughput and reduce the midhaul link burden by pre-fetching and post-uploading schemes. Simulation demonstrates that the cache-based schemes can boost the throughput dramatically.
first_indexed 2024-03-10T17:08:59Z
format Article
id doaj.art-973eff099c2c4efa9c642472d29d2fb9
institution Directory Open Access Journal
issn 1996-1073
language English
last_indexed 2024-03-10T17:08:59Z
publishDate 2020-08-01
publisher MDPI AG
record_format Article
series Energies
spelling doaj.art-973eff099c2c4efa9c642472d29d2fb92023-11-20T10:42:55ZengMDPI AGEnergies1996-10732020-08-011317430910.3390/en13174309Concepts on Train-to-Ground Wireless Communication System for Hyperloop: Channel, Network Architecture, and Resource ManagementJiachi Zhang0Liu Liu1Botao Han2Zheng Li3Tao Zhou4Kai Wang5Dong Wang6Bo Ai7School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, ChinaSchool of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, ChinaSchool of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, ChinaSchool of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, ChinaSchool of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, ChinaSchool of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, ChinaSchool of Rail Transportation, Shandong Jiaotong University, Jinan 250357, ChinaSchool of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, ChinaHyperloop is envisioned as a novel transportation way with merits of ultra-high velocity and great traveling comforts. In this paper, we present some concepts on the key technologies dedicated to the train-to-ground communication system based on some prevailing fifth-generation communication (5G) technologies from three aspects: wireless channel, network architecture, and resource management. First, we characterize the wireless channel of the distributed antenna system (DAS) using the propagation-graph channel modelling theory. Simulation reveals that a drastic Doppler shift variation appears when crossing the trackside antenna. Hence, the leaky waveguide system is a promising way to provide a stable receiving signal. In this regard, the radio coverage is briefly estimated. Second, a cloud architecture is utilized to integrate several successive trackside leaky waveguides into a logical cell to reduce the handover frequency. Moreover, based on a many-to-many mapping relationship between distributed units (DUs) and centralized units (CUs), a novel access network architecture is proposed to reduce the inevitable handover cost by using the graph theory. Simulation results show that this scheme can yield a low handover cost. Then, with regards to the ultra-reliable and low latency communication (uRLLC) traffic, a physical resource block (PRB) multiplexing scheme considering the latency requirements of each traffic type is exploited. Simulation presents that this scheme can maximize the throughput of non-critical mission communication services while guaranteeing the requirements of uRLLC traffic. Finally, in terms of the non-critical mission communication services, two cache-based resource management strategies are proposed to boost the throughput and reduce the midhaul link burden by pre-fetching and post-uploading schemes. Simulation demonstrates that the cache-based schemes can boost the throughput dramatically.https://www.mdpi.com/1996-1073/13/17/4309hyperlooptrain-to-ground communicationwireless channelnetwork architectureresource managementmultiplexing
spellingShingle Jiachi Zhang
Liu Liu
Botao Han
Zheng Li
Tao Zhou
Kai Wang
Dong Wang
Bo Ai
Concepts on Train-to-Ground Wireless Communication System for Hyperloop: Channel, Network Architecture, and Resource Management
Energies
hyperloop
train-to-ground communication
wireless channel
network architecture
resource management
multiplexing
title Concepts on Train-to-Ground Wireless Communication System for Hyperloop: Channel, Network Architecture, and Resource Management
title_full Concepts on Train-to-Ground Wireless Communication System for Hyperloop: Channel, Network Architecture, and Resource Management
title_fullStr Concepts on Train-to-Ground Wireless Communication System for Hyperloop: Channel, Network Architecture, and Resource Management
title_full_unstemmed Concepts on Train-to-Ground Wireless Communication System for Hyperloop: Channel, Network Architecture, and Resource Management
title_short Concepts on Train-to-Ground Wireless Communication System for Hyperloop: Channel, Network Architecture, and Resource Management
title_sort concepts on train to ground wireless communication system for hyperloop channel network architecture and resource management
topic hyperloop
train-to-ground communication
wireless channel
network architecture
resource management
multiplexing
url https://www.mdpi.com/1996-1073/13/17/4309
work_keys_str_mv AT jiachizhang conceptsontraintogroundwirelesscommunicationsystemforhyperloopchannelnetworkarchitectureandresourcemanagement
AT liuliu conceptsontraintogroundwirelesscommunicationsystemforhyperloopchannelnetworkarchitectureandresourcemanagement
AT botaohan conceptsontraintogroundwirelesscommunicationsystemforhyperloopchannelnetworkarchitectureandresourcemanagement
AT zhengli conceptsontraintogroundwirelesscommunicationsystemforhyperloopchannelnetworkarchitectureandresourcemanagement
AT taozhou conceptsontraintogroundwirelesscommunicationsystemforhyperloopchannelnetworkarchitectureandresourcemanagement
AT kaiwang conceptsontraintogroundwirelesscommunicationsystemforhyperloopchannelnetworkarchitectureandresourcemanagement
AT dongwang conceptsontraintogroundwirelesscommunicationsystemforhyperloopchannelnetworkarchitectureandresourcemanagement
AT boai conceptsontraintogroundwirelesscommunicationsystemforhyperloopchannelnetworkarchitectureandresourcemanagement