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作者:

Fang, Yujie (Fang, Yujie.) | Li, Meng (Li, Meng.) | Yu, F. Richard (Yu, F. Richard.) | Si, Pengbo (Si, Pengbo.) | Yang, Ruizhe (Yang, Ruizhe.) | Gao, Chunhai (Gao, Chunhai.) | Sun, Yanhua (Sun, Yanhua.)

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EI Scopus SCIE

摘要:

The emergence of communication-based train control (CBTC) system within urban rail transport has improved the efficiency of safe train operations. At the same time, the CBTC system enhances the reliability of the train system and lowers latency of the data transmission. Nevertheless, there are still certain critical issues that need to be considered in the CBTC: 1) limited coverage and high maintenance costs of wayside equipment; 2) multiple ground devices configuration and complex system architecture; and 3) insufficient computing capacity of the train leads to heavy latency and energy consumption. To cope with the above problems, in this article, the multi-hop ad hoc network coexisting with train-to-train communication and train-to-wayside communication is applied to simplify the networking architecture, together with the employment of mobile edge computing (MEC) servers to provide massive computing and communication resources for trains. Meantime, a new CBTC framework is developed for computing offloading and resource allocation via multi-hop ad hoc network and MEC. Offloading decisions, offloading ratio, computing and communication resource allocation are integrated to minimize latency and energy consumption. Furthermore, the proposed problem is a mixed-integer non-convex problem that is transformed into a solvable convex problem, and the consensus alternating direction method of multipliers-based (ADMM) algorithm is employed to solve the problem. The simulation results show that our proposed method has remarkable advantages over other schemes.

关键词:

Spread spectrum communication Task analysis Energy consumption Servers mobile edge computing (MEC) communication-based train control (CBTC) Rails Resource management urban rail transport Multi-hop ad hoc network network resource allocation Ad hoc networks

作者机构:

  • [ 1 ] [Fang, Yujie]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Li, Meng]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Si, Pengbo]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Yang, Ruizhe]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 5 ] [Sun, Yanhua]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 6 ] [Yu, F. Richard]Shenzhen Univ, Shenzhen Key Lab Digital & Intelligent Technol & S, Shenzhen 518060, Peoples R China
  • [ 7 ] [Gao, Chunhai]Traff Control Technol Co Ltd, Beijing 100160, Peoples R China

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来源 :

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

ISSN: 0018-9545

年份: 2024

期: 2

卷: 73

页码: 2684-2698

6 . 8 0 0

JCR@2022

被引次数:

WoS核心集被引频次:

SCOPUS被引频次: 7

ESI高被引论文在榜: 0 展开所有

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