An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLAN

With the advent of machine-to-machine and vehicular-to-everything communication systems, next-generation train control systems known as communication-based train control (CBTC) systems are also gathering increased interests both from academia and industry. Unlike the traditional train control system...

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Main Authors: Qisheng Dong, Kazunori Hayashi, Megumi Kaneko
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8068204/
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spelling doaj-28b0bfd9bbc24c0a9d18794ecc32a28d2021-03-29T20:36:43ZengIEEEIEEE Access2169-35362018-01-0166865687710.1109/ACCESS.2017.27631738068204An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLANQisheng Dong0https://orcid.org/0000-0002-1577-889XKazunori Hayashi1Megumi Kaneko2https://orcid.org/0000-0003-4943-4769Graduate School of Informatics, Kyoto University, Kyoto, JapanGraduate School of Engineering, Osaka City University, Osaka, JapanNational Institute of Informatics, Tokyo, JapanWith the advent of machine-to-machine and vehicular-to-everything communication systems, next-generation train control systems known as communication-based train control (CBTC) systems are also gathering increased interests both from academia and industry. Unlike the traditional train control systems based on track circuits, CBTC systems are expected to provide greater transportation capacity while ensuring safety by exploiting wireless communications between trains and wayside access points. However, due to the nature of wireless channels, packet transmission delays between APs and trains can greatly affect the train control performance. Most previous works have adopted an adaptive modulation and coding (AMC) method that minimizes the average delay to improve the control performance taking care of transmission errors due to channel fading. However, medium access control (MAC) layer contention due to multiple competing trains, which can entail significant degradations of the delay and control performance, has not been considered. Therefore, we propose an optimized link layer AMC method for CBTC systems using wireless local area network that encompasses the impacts of fading channels as well as of MAC layer contention. With much reduced required information, the proposed scheme enables to select the transmission mode that minimizes this average delay in each control period. The simulation results show that the proposed method greatly outperforms the conventional schemes over a wide range of parameters and settings.https://ieeexplore.ieee.org/document/8068204/Communication-based train control (CBTC)WLANMAC protocoladaptive modulation and coding (AMC)MIMO transmission
collection DOAJ
language English
format Article
sources DOAJ
author Qisheng Dong
Kazunori Hayashi
Megumi Kaneko
spellingShingle Qisheng Dong
Kazunori Hayashi
Megumi Kaneko
An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLAN
IEEE Access
Communication-based train control (CBTC)
WLAN
MAC protocol
adaptive modulation and coding (AMC)
MIMO transmission
author_facet Qisheng Dong
Kazunori Hayashi
Megumi Kaneko
author_sort Qisheng Dong
title An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLAN
title_short An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLAN
title_full An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLAN
title_fullStr An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLAN
title_full_unstemmed An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLAN
title_sort optimized link layer design for communication-based train control systems using wlan
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description With the advent of machine-to-machine and vehicular-to-everything communication systems, next-generation train control systems known as communication-based train control (CBTC) systems are also gathering increased interests both from academia and industry. Unlike the traditional train control systems based on track circuits, CBTC systems are expected to provide greater transportation capacity while ensuring safety by exploiting wireless communications between trains and wayside access points. However, due to the nature of wireless channels, packet transmission delays between APs and trains can greatly affect the train control performance. Most previous works have adopted an adaptive modulation and coding (AMC) method that minimizes the average delay to improve the control performance taking care of transmission errors due to channel fading. However, medium access control (MAC) layer contention due to multiple competing trains, which can entail significant degradations of the delay and control performance, has not been considered. Therefore, we propose an optimized link layer AMC method for CBTC systems using wireless local area network that encompasses the impacts of fading channels as well as of MAC layer contention. With much reduced required information, the proposed scheme enables to select the transmission mode that minimizes this average delay in each control period. The simulation results show that the proposed method greatly outperforms the conventional schemes over a wide range of parameters and settings.
topic Communication-based train control (CBTC)
WLAN
MAC protocol
adaptive modulation and coding (AMC)
MIMO transmission
url https://ieeexplore.ieee.org/document/8068204/
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