Network Planning for the Future Railway Communications

被引:0
|
作者
Serna, Cristian Bermudez [1 ]
Huang, Peng Lin [2 ]
Prado, Anna [1 ]
Mas-Machuca, Carmen [3 ]
机构
[1] TUM, Chair Commun Networks LKN, Munich, Germany
[2] Tech Univ Catalonia UPC, Dept Signal Theory & Commun, Barcelona, Spain
[3] Univ Bundeswehr Munich UniBW, Chair Commun Networks, Neubiberg, Germany
关键词
network planning; railway communications;
D O I
10.1109/ICIN60470.2024.10494490
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Smart transportation systems are changing the way future mobility is conceived. In particular, railways are undergoing a transformation process to modernize public transportation and rail operation. Technologies like 5G, optical fiber and cloud data centers have emerged as catalysts to digitalize the railway by providing high-speed and low-latency communications. In this work, the network planning for the future communications in long-distance rail systems is presented. This work introduces two mechanisms to solve the network planning problems in the future railway communications. First, the Base Station Placement Problem (BSPP) is solved, aiming at guaranteeing the necessary cell edge throughput along the rail tracks. Second, an integer linear program formulation is used to solve the Data Center Placement and Assignment Problem (DCPAP), where data centers are placed and optimally associated to the train stations, while reducing latency and costs. The obtained results show the trade-off between the average latency, the infrastructure costs, the optimal number of data centers and their location.
引用
收藏
页码:158 / 162
页数:5
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