4.7 Article

Resource Allocation for Millimeter-Wave Train-Ground Communications in High-Speed Railway Scenarios

期刊

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
卷 70, 期 5, 页码 4823-4838

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TVT.2021.3075214

关键词

Wireless communication; Communication systems; Resource management; Rail transportation; Broadband communication; Broadband antennas; Wireless sensor networks; Full-duplex communications; sequential quadratic programming; Train-ground communications; high-speed railway; Millimeter-wave communications; Resource allocation

资金

  1. National Key R&D Program of China [2020YFB1806903]
  2. National Natural Science Foundation of China [61801016, 61725101, 61961130391, U1834210]
  3. State Key Laboratory of Rail Traffic Control, and Safety [RCS2021ZT009]
  4. Beijing Jiaotong University
  5. Open Research Fund of National Mobile Communications Research Laboratory, Southeast University [2021D09]
  6. Fundamental Research Funds for the Central Universities, China [I20JB0200030]
  7. Frontiers Science Center for Smart High-speed Railway System
  8. State Key Laboratory of Rail Traffic Control, and Safety, Beijing Jiaotong University [RCS2019ZZ005]
  9. Fundamental Research Funds for the Central Universities [2020JBM089]
  10. NSF [ECCS-1923717]

向作者/读者索取更多资源

This paper discusses the performance of train-ground communication systems in high-speed railway scenarios using mobile relays operating in the full-duplex mode and millimeter-wave frequency band. A nonlinear programming problem is formulated to optimize spectrum resource allocation and a sequential quadratic programming algorithm is developed based on the Lagrange function. Simulation results show the proposed algorithm achieves high network capacity and is robust to residual self-interference.
With the development of wireless communication, higher requirements arise for train-ground wireless communications in high-speed railway (HSR) scenarios. The millimeter-wave (mm-wave) frequency band with rich spectrum resources can provide users in HSR scenarios with high performance broadband multimedia services, while the full-duplex (FD) technology has become mature. In this paper,we study train-ground communication system performance in HSR scenarios with mobile relays (MRs) mounted on rooftop of train and operating in the FD mode. We formulate a nonlinear programming problem to maximize network capacity by allocation of spectrum resources. Then, we develop a sequential quadratic programming (SQP) algorithm based on the Lagrange function to solve the bandwidth allocation optimization problem fortrack-side base station (BS) and MRs in this mm-wave train-ground communication system. Extensive simulation results demonstrate that the proposed SQP algorithm can effectively achieve high network capacity for train-ground communication in HSR scenarios while being robust to the residual self-interference (SI).

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